diff options
| author | Jon Bratseth <bratseth@yahoo-inc.com> | 2016-11-18 11:00:42 +0100 |
|---|---|---|
| committer | Jon Bratseth <bratseth@yahoo-inc.com> | 2016-11-18 11:00:42 +0100 |
| commit | 4b23091addb64b92a40369d1bf71f541ca3c704a (patch) | |
| tree | 0545575bfdeaa1027e21b6d3a94199f4403ec784 /config-model | |
| parent | 742d75513b06c5551ec872bf5d8575af763a03b2 (diff) | |
Prepare for compression of rank profiles
Diffstat (limited to 'config-model')
23 files changed, 2976 insertions, 158 deletions
diff --git a/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java b/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java index 4d7ceb0b5b1..84504361d1f 100644 --- a/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java +++ b/config-model/src/main/java/com/yahoo/searchdefinition/RankProfile.java @@ -9,6 +9,7 @@ import com.yahoo.searchlib.rankingexpression.RankingExpression; import com.yahoo.searchlib.rankingexpression.evaluation.TensorValue; import com.yahoo.searchlib.rankingexpression.evaluation.Value; import com.yahoo.searchlib.rankingexpression.rule.ReferenceNode; +import com.yahoo.searchlib.rankingexpression.rule.SetMembershipNode; import com.yahoo.searchlib.rankingexpression.transform.ConstantDereferencer; import com.yahoo.searchlib.rankingexpression.transform.Simplifier; import com.yahoo.config.application.api.ApplicationPackage; @@ -39,7 +40,7 @@ public class RankProfile implements Serializable, Cloneable { protected Set<RankSetting> rankSettings = new java.util.LinkedHashSet<>(); /** The ranking expression to be used for first phase */ - private RankingExpression firstPhaseRanking= null; + private RankingExpression firstPhaseRanking= null; /** The ranking expression to be used for second phase */ private RankingExpression secondPhaseRanking = null; @@ -472,6 +473,7 @@ public class RankProfile implements Serializable, Cloneable { /** * Returns the string form of the second phase ranking expression. + * * @return string form of second phase ranking expression */ public String getSecondPhaseRankingString() { @@ -582,20 +584,21 @@ public class RankProfile implements Serializable, Cloneable { setSecondPhaseRanking(parseRankingExpression("secondphase", getSecondPhaseRankingString())); } - private RankingExpression parseRankingExpression(String expName, String exp) throws ParseException { + private RankingExpression parseRankingExpression(String expressionName, String exp) throws ParseException { if (exp.trim().length() == 0) - throw new ParseException("Encountered an empty ranking expression in " + getName()+ ", " + expName + "."); + throw new ParseException("Encountered an empty ranking expression in " + getName()+ ", " + expressionName + "."); - try { - RankingExpression expression = new RankingExpression(openRankingExpressionReader(expName, exp.trim())); - expression.setName(expName); - return expression; + try (Reader rankingExpressionReader = openRankingExpressionReader(expressionName, exp.trim())) { + return new RankingExpression(expressionName, rankingExpressionReader); } catch (com.yahoo.searchlib.rankingexpression.parser.ParseException e) { ParseException exception = new ParseException("Could not parse ranking expression '" + exp.trim() + - "' in " + getName()+ ", " + expName + "."); + "' in " + getName()+ ", " + expressionName + "."); throw (ParseException)exception.initCause(e); } + catch (IOException e) { + throw new RuntimeException("IOException parsing ranking expression '" + expressionName + "'"); + } } private Reader openRankingExpressionReader(String expName, String expression) { @@ -605,7 +608,7 @@ public class RankProfile implements Serializable, Cloneable { if ( ! fileName.endsWith(ApplicationPackage.RANKEXPRESSION_NAME_SUFFIX)) fileName = fileName + ApplicationPackage.RANKEXPRESSION_NAME_SUFFIX; - final File file = new File(fileName); + File file = new File(fileName); if ( ! (file.isAbsolute()) && file.getPath().contains("/")) // See ticket 4102122 throw new IllegalArgumentException("In " + getName() +", " + expName + ", ranking references file '" + file + "' in subdirectory, which is not supported."); @@ -658,7 +661,7 @@ public class RankProfile implements Serializable, Cloneable { for (Map.Entry<String, Macro> macroEntry : getMacros().entrySet()) { Macro compiledMacro = macroEntry.getValue().clone(); compiledMacro.setRankingExpression(compile(macroEntry.getValue().getRankingExpression(), - getConstants(), Collections.<String, Macro>emptyMap())); + getConstants(), Collections.<String, Macro>emptyMap())); compiledMacros.put(macroEntry.getKey(), compiledMacro); } macros = compiledMacros; diff --git a/config-model/src/main/java/com/yahoo/searchdefinition/UnrankedRankProfile.java b/config-model/src/main/java/com/yahoo/searchdefinition/UnrankedRankProfile.java index f465112fbaf..b6fbe8363a1 100644 --- a/config-model/src/main/java/com/yahoo/searchdefinition/UnrankedRankProfile.java +++ b/config-model/src/main/java/com/yahoo/searchdefinition/UnrankedRankProfile.java @@ -8,7 +8,7 @@ import com.yahoo.searchlib.rankingexpression.parser.ParseException; /** * A low-cost ranking profile to use for watcher queries etc. * - * @author <a href="mailto:vegardh@yahoo-inc.com">Vegard Havdal</a> + * @author Vegard Havdal */ public class UnrankedRankProfile extends RankProfile { @@ -19,7 +19,7 @@ public class UnrankedRankProfile extends RankProfile { this.setFirstPhaseRanking(exp); } catch (ParseException e) { throw new IllegalArgumentException("Could not parse the ranking expression 'value(0)' when setting up " + - "the 'unranked' rank profile"); + "the 'unranked' rank profile"); } this.setIgnoreDefaultRankFeatures(true); this.setKeepRankCount(0); diff --git a/config-model/src/main/java/com/yahoo/searchdefinition/derived/RankProfileList.java b/config-model/src/main/java/com/yahoo/searchdefinition/derived/RankProfileList.java index cc7a123f5e0..fd0e4fbc443 100644 --- a/config-model/src/main/java/com/yahoo/searchdefinition/derived/RankProfileList.java +++ b/config-model/src/main/java/com/yahoo/searchdefinition/derived/RankProfileList.java @@ -14,9 +14,7 @@ import java.util.Map; */ public class RankProfileList extends Derived implements RankProfilesConfig.Producer { - private RawRankProfile defaultProfile; - - private Map<String, RawRankProfile> rankProfiles=new java.util.LinkedHashMap<>(); + private Map<String, RawRankProfile> rankProfiles = new java.util.LinkedHashMap<>(); /** * Creates a rank profile @@ -30,13 +28,13 @@ public class RankProfileList extends Derived implements RankProfilesConfig.Produ } private void deriveRankProfiles(RankProfileRegistry rankProfileRegistry, Search search, AttributeFields attributeFields) { - defaultProfile = new RawRankProfile(rankProfileRegistry.getRankProfile(search, "default"), attributeFields); + RawRankProfile defaultProfile = new RawRankProfile(rankProfileRegistry.getRankProfile(search, "default"), attributeFields); rankProfiles.put(defaultProfile.getName(), defaultProfile); for (RankProfile rank : rankProfileRegistry.localRankProfiles(search)) { - if ("default".equals(rank.getName())) - continue; - RawRankProfile rawRank=new RawRankProfile(rank, attributeFields); + if ("default".equals(rank.getName())) continue; + + RawRankProfile rawRank = new RawRankProfile(rank, attributeFields); rankProfiles.put(rawRank.getName(), rawRank); } } @@ -45,7 +43,7 @@ public class RankProfileList extends Derived implements RankProfilesConfig.Produ return rankProfiles; } - /** @return A named raw rank profile, or null if it is not present */ + /** Returns the raw rank profile with the given name, or null if it is not present */ public RawRankProfile getRankProfile(String name) { return rankProfiles.get(name); } diff --git a/config-model/src/main/java/com/yahoo/searchdefinition/derived/RawRankProfile.java b/config-model/src/main/java/com/yahoo/searchdefinition/derived/RawRankProfile.java index 8fe2f46c6c2..b98329d2070 100644 --- a/config-model/src/main/java/com/yahoo/searchdefinition/derived/RawRankProfile.java +++ b/config-model/src/main/java/com/yahoo/searchdefinition/derived/RawRankProfile.java @@ -1,6 +1,9 @@ // Copyright 2016 Yahoo Inc. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.searchdefinition.derived; +import com.google.common.collect.ImmutableList; +import com.yahoo.collections.Pair; +import com.yahoo.compress.Compressor; import com.yahoo.searchdefinition.document.RankType; import com.yahoo.searchdefinition.RankProfile; import com.yahoo.searchlib.rankingexpression.ExpressionFunction; @@ -9,7 +12,14 @@ import com.yahoo.searchlib.rankingexpression.parser.ParseException; import com.yahoo.searchlib.rankingexpression.rule.ReferenceNode; import com.yahoo.searchlib.rankingexpression.rule.SerializationContext; import com.yahoo.vespa.config.search.RankProfilesConfig; -import java.util.*; + +import java.util.ArrayList; +import java.util.Iterator; +import java.util.LinkedHashMap; +import java.util.LinkedHashSet; +import java.util.List; +import java.util.Map; +import java.util.Set; /** * A rank profile derived from a search definition, containing exactly the features available natively in the server @@ -18,12 +28,51 @@ import java.util.*; */ public class RawRankProfile implements RankProfilesConfig.Producer { - private String name; + /** A reusable compressor with default settings */ + private static final Compressor compressor = new Compressor(); + + // TODO: These are to expose coupling between the strings used here and elsewhere + public final static String summaryFeatureFefPropertyPrefix = "vespa.summary.feature"; + public final static String rankFeatureFefPropertyPrefix = "vespa.dump.feature"; + + private final String name; + private final List<Pair<String, String>> configProperties; + + // TODO: Instead of storing properties as a list, sotre and send it as compressed bytes + // THis will save us memory in the config server and bandwith to search nodes + // private final Compressor.Compression compressedData; + + /** + * Creates a raw rank profile from the given rank profile + */ + public RawRankProfile(RankProfile rankProfile, AttributeFields attributeFields) { + this.name = rankProfile.getName(); + configProperties = removePartFromKeys(new Deriver(rankProfile, attributeFields).derive()); + // compressedData = toCompressedValue(configProperties); + } + + private List<Pair<String, String>> removePartFromKeys(Map<String, String> map) { + ImmutableList.Builder<Pair<String, String>> replaced = new ImmutableList.Builder<>(); + for (Map.Entry<String, String> e : map.entrySet()) { + String key = e.getKey().replaceFirst(".part\\d+$", ""); + String val = e.getValue(); + replaced.add(new Pair<>(key, val)); + } + return replaced.build(); + } + + private Compressor.Compression toCompressedValue(List<Pair<String, String>> properties) { + StringBuilder b = new StringBuilder(); + for (Pair<String, String> property : properties) + b.append(property.getFirst()).append("=").append(property.getSecond()).append("\n"); + return compressor.compress(b.toString().getBytes()); + } public String getName() { return name; } + @Override public String toString() { return " rank profile " + name; } @@ -37,34 +86,13 @@ public class RawRankProfile implements RankProfilesConfig.Producer { private void getRankProperties(RankProfilesConfig.Rankprofile.Builder b) { RankProfilesConfig.Rankprofile.Fef.Builder fefB = new RankProfilesConfig.Rankprofile.Fef.Builder(); - for (Map.Entry<String, Object> e : configProperties.entrySet()) { - String key = e.getKey().replaceFirst(".part\\d+$", ""); - String val = e.getValue().toString(); - fefB.property(new RankProfilesConfig.Rankprofile.Fef.Property.Builder().name(key).value(val)); - } + for (Pair<String, String> p : configProperties) + fefB.property(new RankProfilesConfig.Rankprofile.Fef.Property.Builder().name(p.getFirst()).value(p.getSecond())); b.fef(fefB); } - // TODO: These are to expose coupling between the strings used here and elsewhere - public final static String summaryFeatureFefPropertyPrefix = "vespa.summary.feature"; - public final static String rankFeatureFefPropertyPrefix = "vespa.dump.feature"; - - /** - * Returns an immutable view of the config properties this returns - */ - public Map<String, Object> configProperties() { - return Collections.unmodifiableMap(configProperties); - } - - private final Map<String, Object> configProperties; - - /** - * Creates a raw rank profile from the given rank profile - */ - public RawRankProfile(RankProfile rankProfile, AttributeFields attributeFields) { - this.name = rankProfile.getName(); - configProperties = new Deriver(rankProfile, attributeFields).derive(); - } + /** Returns the properties of this as an unmodifiable list */ + public List<Pair<String, String>> configProperties() { return configProperties; } private static class Deriver { @@ -258,8 +286,8 @@ public class RawRankProfile implements RankProfilesConfig.Producer { * * @return map of the derived properties */ - public Map<String, Object> derive() { - Map<String, Object> props = new LinkedHashMap<>(); + public Map<String, String> derive() { + Map<String, String> properties = new LinkedHashMap<>(); int i = 0; for (RankProfile.RankProperty property : rankProperties) { if ("rankingExpression(firstphase).rankingScript".equals(property.getName())) { @@ -279,81 +307,81 @@ public class RawRankProfile implements RankProfilesConfig.Producer { } continue; } - props.put(property.getName() + ".part" + i, property.getValue()); + properties.put(property.getName() + ".part" + i, property.getValue()); i++; } - props.putAll(deriveRankingPhaseRankProperties(firstPhaseRanking, "firstphase")); - props.putAll(deriveRankingPhaseRankProperties(secondPhaseRanking, "secondphase")); + properties.putAll(deriveRankingPhaseRankProperties(firstPhaseRanking, "firstphase")); + properties.putAll(deriveRankingPhaseRankProperties(secondPhaseRanking, "secondphase")); for (FieldRankSettings settings : fieldRankSettings.values()) { - props.putAll(settings.deriveRankProperties(i)); + properties.putAll(settings.deriveRankProperties(i)); } i = 0; for (RankProfile.RankProperty property : boostAndWeightRankProperties) { - props.put(property.getName() + ".part" + i, property.getValue()); + properties.put(property.getName() + ".part" + i, property.getValue()); i++; } i = 0; for (ReferenceNode feature : summaryFeatures) { - props.put(summaryFeatureFefPropertyPrefix + ".part" + i, feature.toString()); + properties.put(summaryFeatureFefPropertyPrefix + ".part" + i, feature.toString()); i++; } i = 0; for (ReferenceNode feature : rankFeatures) { - props.put(rankFeatureFefPropertyPrefix + ".part" + i, feature.toString()); + properties.put(rankFeatureFefPropertyPrefix + ".part" + i, feature.toString()); i++; } if (numThreadsPerSearch > 0) { - props.put("vespa.matching.numthreadspersearch", numThreadsPerSearch + ""); + properties.put("vespa.matching.numthreadspersearch", numThreadsPerSearch + ""); } if (minHitsPerThread > 0) { - props.put("vespa.matching.minhitsperthread", minHitsPerThread + ""); + properties.put("vespa.matching.minhitsperthread", minHitsPerThread + ""); } if (numSearchPartitions >= 0) { - props.put("vespa.matching.numsearchpartitions", numSearchPartitions + ""); + properties.put("vespa.matching.numsearchpartitions", numSearchPartitions + ""); } if (termwiseLimit < 1.0) { - props.put("vespa.matching.termwise_limit", termwiseLimit + ""); + properties.put("vespa.matching.termwise_limit", termwiseLimit + ""); } if (matchPhaseSettings != null) { - props.put("vespa.matchphase.degradation.attribute", matchPhaseSettings.getAttribute()); - props.put("vespa.matchphase.degradation.ascendingorder", matchPhaseSettings.getAscending() + ""); - props.put("vespa.matchphase.degradation.maxhits", matchPhaseSettings.getMaxHits() + ""); - props.put("vespa.matchphase.degradation.maxfiltercoverage", matchPhaseSettings.getMaxFilterCoverage() + ""); - props.put("vespa.matchphase.degradation.samplepercentage", matchPhaseSettings.getEvaluationPoint() + ""); - props.put("vespa.matchphase.degradation.postfiltermultiplier", matchPhaseSettings.getPrePostFilterTippingPoint() + ""); + properties.put("vespa.matchphase.degradation.attribute", matchPhaseSettings.getAttribute()); + properties.put("vespa.matchphase.degradation.ascendingorder", matchPhaseSettings.getAscending() + ""); + properties.put("vespa.matchphase.degradation.maxhits", matchPhaseSettings.getMaxHits() + ""); + properties.put("vespa.matchphase.degradation.maxfiltercoverage", matchPhaseSettings.getMaxFilterCoverage() + ""); + properties.put("vespa.matchphase.degradation.samplepercentage", matchPhaseSettings.getEvaluationPoint() + ""); + properties.put("vespa.matchphase.degradation.postfiltermultiplier", matchPhaseSettings.getPrePostFilterTippingPoint() + ""); RankProfile.DiversitySettings diversitySettings = rankProfile.getMatchPhaseSettings().getDiversity(); if (diversitySettings != null) { - props.put("vespa.matchphase.diversity.attribute", diversitySettings.getAttribute()); - props.put("vespa.matchphase.diversity.mingroups", diversitySettings.getMinGroups()); - props.put("vespa.matchphase.diversity.cutoff.factor", diversitySettings.getCutoffFactor()); - props.put("vespa.matchphase.diversity.cutoff.strategy", diversitySettings.getCutoffStrategy()); + properties.put("vespa.matchphase.diversity.attribute", diversitySettings.getAttribute()); + properties.put("vespa.matchphase.diversity.mingroups", String.valueOf(diversitySettings.getMinGroups())); + properties.put("vespa.matchphase.diversity.cutoff.factor", String.valueOf(diversitySettings.getCutoffFactor())); + properties.put("vespa.matchphase.diversity.cutoff.strategy", String.valueOf(diversitySettings.getCutoffStrategy())); } } if (rerankCount > -1) { - props.put("vespa.hitcollector.heapsize", rerankCount + ""); + properties.put("vespa.hitcollector.heapsize", rerankCount + ""); } if (keepRankCount > -1) { - props.put("vespa.hitcollector.arraysize", keepRankCount + ""); + properties.put("vespa.hitcollector.arraysize", keepRankCount + ""); } if (rankScoreDropLimit > -Double.MAX_VALUE) { - props.put("vespa.hitcollector.rankscoredroplimit", rankScoreDropLimit + ""); + properties.put("vespa.hitcollector.rankscoredroplimit", rankScoreDropLimit + ""); } if (ignoreDefaultRankFeatures) { - props.put("vespa.dump.ignoredefaultfeatures", true); + properties.put("vespa.dump.ignoredefaultfeatures", String.valueOf(true)); } Iterator filterFieldsIterator = filterFields.iterator(); while (filterFieldsIterator.hasNext()) { String fieldName = (String) filterFieldsIterator.next(); - props.put("vespa.isfilterfield." + fieldName + ".part42", true); + properties.put("vespa.isfilterfield." + fieldName + ".part42", String.valueOf(true)); } for (Map.Entry<String, String> attributeType : rankProfile.getAttributeTypes().entrySet()) { - props.put("vespa.type.attribute." + attributeType.getKey(), attributeType.getValue()); + properties.put("vespa.type.attribute." + attributeType.getKey(), attributeType.getValue()); } for (Map.Entry<String, String> queryFeatureType : rankProfile.getQueryFeatureTypes().entrySet()) { - props.put("vespa.type.query." + queryFeatureType.getKey(), queryFeatureType.getValue()); + properties.put("vespa.type.query." + queryFeatureType.getKey(), queryFeatureType.getValue()); } - if (props.size() >= 1000000) throw new RuntimeException("Too many rank properties"); - return props; + if (properties.size() >= 1000000) throw new RuntimeException("Too many rank properties"); + return properties; } private Map<String, String> deriveRankingPhaseRankProperties(RankingExpression expression, String phase) { diff --git a/config-model/src/test/derived/nuwa/classicPrank.expression b/config-model/src/test/derived/nuwa/classicPrank.expression new file mode 100644 index 00000000000..9e14e508095 --- /dev/null +++ b/config-model/src/test/derived/nuwa/classicPrank.expression @@ -0,0 +1,19 @@ +if (attribute(ranktags,yhosted).contains == 1, query(yhostedboost), 0) + + +if (queryTermCount ~= 1, 123879 + nativeRank * 451704, 0) + +if (queryTermCount ~= 2, 103329 + nativeRank * 1117919, 0) + +if (queryTermCount ~= 3, + if (nativeFieldMatch(title,abstract,body) > nativeRank * 10, + 118069 + nativeRank * 15423636, + 89269 + nativeRank * 2403380), + 0) + +if (queryTermCount ~= 4, + if (nativeFieldMatch(title,abstract,body) > nativeRank * 30, + 67331 + nativeRank * 21479113, + 77567 + nativeRank * 2458897), + 0) + +if (queryTermCount > 4, + if (nativeFieldMatch(title,abstract,body) > nativeRank * 10, + 57362 + nativeRank * 29637183, + 72934 + nativeRank * 3512633), + 0) diff --git a/config-model/src/test/derived/nuwa/gbrank_t174_n12_s008_WT2to1.calibrated.vespa.v3.expression b/config-model/src/test/derived/nuwa/gbrank_t174_n12_s008_WT2to1.calibrated.vespa.v3.expression new file mode 100644 index 00000000000..14b9918cd87 --- /dev/null +++ b/config-model/src/test/derived/nuwa/gbrank_t174_n12_s008_WT2to1.calibrated.vespa.v3.expression @@ -0,0 +1,174 @@ +8.279958458*(if (age(pubdate) < 604657.5000000, if (fieldMatch(title).occurrence < 0.0816665, if (asiastaticrank < 611358080.0000000, -0.0311149, -0.0049361), if (usstaticrank < 624728576.0000000, if (globalstaticrank < 611352448.0000000, 0.0079970, if (fieldMatch(title).completeness < 0.5753125, 0.0190058, 0.0422414)), 0.0033164)), if (fieldMatch(title).completeness < 0.4806625, if (usstaticrank < 623622016.0000000, if (fieldMatch(abstract).completeness < 0.4760210, if (asiastaticrank < 611119040.0000000, -0.0293627, if (fieldMatch(title).completeness < 0.1595455, -0.0983451, -0.0608119)), -0.0386507), -0.0077663), -0.0047094)) + +if (age(pubdate) < 601480.0000000, if (fieldMatch(title) < 0.1476975, if (asiastaticrank < 611359872.0000000, -0.0297300, if (fieldTermMatch(body,0).firstPosition < 75.5000000, 0.0041303, -0.0110013)), if (usstaticrank < 624728576.0000000, if (usstaticrank < 623041408.0000000, 0.0083831, 0.0368489), 0.0031076)), if (fieldMatch(title).completeness < 0.4806625, if (usstaticrank < 623622016.0000000, if (fieldMatch(body).earliness < 0.8613965, if (asiastaticrank < 611121344.0000000, -0.0296017, -0.0820504), if (usstaticrank < 611103872.0000000, -0.0120988, -0.0467579)), -0.0076154), -0.0043168)) + +if (age(pubdate) < 1181170.0000000, if (fieldMatch(title).completeness < 0.4782290, if (fieldMatch(abstract).matches < 1.5000000, if (asiastaticrank < 625132544.0000000, -0.0351774, -0.0066316), 0.0034265), if (usstaticrank < 624730304.0000000, if (usstaticrank < 623044736.0000000, 0.0090039, if (age(pubdate) < 444807.0000000, 0.0369648, 0.0051306)), 0.0030697)), if (asiastaticrank < 623802432.0000000, if (asiastaticrank < 610808320.0000000, -0.0100959, if (fieldMatch(title).completeness < 0.1748580, if (fieldTermMatch(abstract,0).firstPosition < 37.5000000, -0.0509810, -0.0892184), -0.0401871)), -0.0068304)) + +if (age(pubdate) < 601480.0000000, if (fieldMatch(title).occurrence < 0.0889330, if (asiastaticrank < 611358080.0000000, -0.0266795, -0.0046130), if (usstaticrank < 624728576.0000000, if (usstaticrank < 611364864.0000000, if (fieldMatch(body) < 0.8681566, -0.0026466, 0.0145843), if (fieldMatch(title).completeness < 0.5772115, 0.0140773, 0.0340773)), 0.0031900)), if (fieldMatch(title).completeness < 0.4806625, if (usstaticrank < 623622016.0000000, if (fieldMatch(abstract).completeness < 0.4757465, if (asiastaticrank < 611119040.0000000, -0.0276257, -0.0719665), -0.0308199), -0.0075156), -0.0032773)) + +if (age(pubdate) < 1181170.0000000, if (fieldMatch(title) < 0.2939010, if (fieldMatch(abstract).matches < 1.5000000, if (usstaticrank < 625019648.0000000, if (fieldMatch(body).head < 119.5000000, -0.0199174, -0.0467036), -0.0063958), 0.0033534), if (usstaticrank < 624749888.0000000, if (usstaticrank < 623045120.0000000, 0.0092900, if (age(pubdate) < 498243.0000000, 0.0324692, 0.0026162)), 0.0032893)), if (asiastaticrank < 623802432.0000000, if (asiastaticrank < 610768960.0000000, -0.0086865, if (fieldMatch(body).head < 26.5000000, -0.0358217, -0.0677239)), -0.0066206)) + +if (fieldMatch(title) < 0.0636590, if (asiastaticrank < 623577344.0000000, if (asiastaticrank < 611427840.0000000, if (fieldMatch(body).absoluteOccurrence < 0.0155000, -0.0366043, -0.0100917), if (fieldTermMatch(abstract,0).firstPosition < 40.5000000, -0.0344684, -0.0682071)), if (fieldMatch(abstract).occurrence < 0.0296315, -0.0109246, 0.0040302)), if (age(pubdate) < 345450.5000000, if (globalstaticrank < 624833536.0000000, if (usstaticrank < 611364864.0000000, 0.0069221, 0.0283027), if (fieldMatch(body).absoluteOccurrence < 0.0322500, -0.0017001, 0.0076340)), if (fieldMatch(title).matches < 1.5000000, -0.0134968, 0.0025263))) + +if (fieldMatch(title) < 0.1074855, if (asiastaticrank < 623573696.0000000, if (asiastaticrank < 611427840.0000000, -0.0205293, if (fieldMatch(body) < 0.8643905, -0.0621894, -0.0301242)), if (fieldTermMatch(body,0).firstPosition < 49.5000000, 0.0029513, -0.0106635)), if (( usstaticrank - ( attribute(pubdate) / 2 ) ) < 30799.7500000, if (age(pubdate) < 1196041.5000000, if (fieldMatch(title) < 0.8814200, 0.0006538, if (asiastaticrank < 624729792.0000000, 0.0188739, 0.0029646)), -0.0168515), if (usstaticrank < 624729856.0000000, if (age(pubdate) < 345136.0000000, 0.0265163, 0.0021910), 0.0092429))) + +if (fieldMatch(title) < 0.0636590, if (asiastaticrank < 623577344.0000000, if (asiastaticrank < 611427840.0000000, -0.0198154, if (fieldMatch(body) < 0.8643905, -0.0588751, -0.0277427)), -0.0068941), if (age(pubdate) < 345450.5000000, if (globalstaticrank < 624833536.0000000, if (usstaticrank < 611364864.0000000, 0.0060386, 0.0251026), if (fieldMatch(body).absoluteOccurrence < 0.0322500, -0.0015230, 0.0072658)), if (fieldMatch(title).longestSequence < 1.5000000, if (usstaticrank < 623573120.0000000, if (fieldMatch(abstract) < 0.4700505, -0.0270201, -0.0049219), -0.0003352), 0.0037261))) + +if (fieldMatch(title).completeness < 0.4782290, if (asiastaticrank < 623549440.0000000, if (fieldMatch(abstract).completeness < 0.5714185, if (globalstaticrank < 611394944.0000000, -0.0261727, 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-0.0047270), 0.0067577), if (globalstaticrank < 611275904.0000000, -0.0072231, 0.0076949))), if (fieldMatch(body).matches < 3.5000000, if (age(pubdate) < 54615.0000000, 0.0037097, if (fieldTermMatch(abstract,1).firstPosition < 19.5000000, 0.0007872, -0.0073187)), if (fieldMatch(title).gapLength < 1.5000000, if (fieldTermMatch(body,3).firstPosition < 27.5000000, -0.0010469, 0.0125109), 0.0168711))) )+0.426967696 diff --git a/config-model/src/test/derived/nuwa/newsindex.sd b/config-model/src/test/derived/nuwa/newsindex.sd new file mode 100644 index 00000000000..bd7ac245340 --- /dev/null +++ b/config-model/src/test/derived/nuwa/newsindex.sd @@ -0,0 +1,872 @@ +search newsindex { + + # + # For any change, you should update the doc + # https://docs.google.com/spreadsheets/d/1O54waD0Ci1KGoR6ntMFRPskLqB7gk6ta2pSNmPMzi-Y/edit#gid=1144220802 + document newsindex { + + # + # The simplified language code used for tokenizing the document + # during indexing. + # + # This field on top to make sure indexing is correct for rest of document. + # + field language type string { + indexing: index | attribute | summary | set_language + + match: word + rank: filter + normalizing: none + stemming: none + } + + # + # Data labels + # + # Multiple purpose field: + # 1. indicate whether content is internal or external + # 2. labeling the content type if it is internal (ymedia:type=story) + # + field labels type array<string> { + indexing: summary | index | attribute + attribute { + fast-search + fast-access + } + + match: word + rank: filter + + normalizing: none + stemming: none + } + + # + # URL + # + field url type uri { + indexing: summary | index + normalizing: none + stemming: none + alias url.hostname: site + } + + # + # UUID + # + # Internal content ID + # + field uuid type string { + indexing: summary | index + match: word + rank: filter + normalizing: none + stemming: none + } + + field documenttype type string { + indexing: index | summary | attribute + match: word + rank: filter + normalizing: none + stemming: none + } + + field title type string { + indexing: index | summary + weight: 30 + stemming: none + bolding: on + } + + field abstract type string { + indexing: index | summary + weight: 20 + stemming: none + bolding: on + + # NUWA-126: per editor, it should be controlled in API layer + summary: dynamic + } + + field body type string { + indexing: index | summary + weight: 6 + stemming: none + summary: dynamic + } + + field author type string { + indexing: index | summary + stemming: none + } + + # + # Provider Name + # + # Provider name for internal content + # + field providername type string { + indexing: summary + } + + # + # Provider Id + # + # Provider id for internal content + # + field providerid type string { + indexing: index | summary | attribute + match: word + rank: filter + stemming: none + normalizing: none + } + + # + # Publish timestamp in seconds + # + field pubdate type long { + indexing: summary | attribute + alias: date + attribute { + fast-search + fast-access + } + } + + # + # Expire timestamp in seconds + # + # Internal content must not be showded after this timestamp + # + field expdate type long { + indexing: summary | attribute + attribute { + fast-search + fast-access + } + } + + # + # Embargo timestamp in seconds + # + # Internal content should not be showed before this timestamp + # + field embargodate type long { + indexing: summary | attribute + attribute { + fast-search + fast-access + } + } + + # + # processing timestamp in seconds + # + # mainly for internal tracking + # + field procdate type long { + indexing: summary | attribute + } + + # + # indexing timestamp in seconds + # + # mainly for internal tracking + # + field indexdate type long { + indexing: summary | attribute + } + + # crawler timestamp + # + # mainly for internal tracking + # + field crawldate type long { + indexing: summary | attribute + } + + # + # + # Thumbnail + # + field thumbnails type array<string> { + indexing: summary + normalizing: none + stemming: none + } + + field thumbnail_count type int { + indexing: summary | attribute + attribute { + fast-search + fast-access + } + } + + # + # Tracking Identity + # + # Store the tracking id for media Content Asset Tracking system (CAT) + # + field trail type string { + indexing: summary | index + normalizing: none + stemming: none + } + + # + # property + "_" + region + "_" + lang + # + # use this field to filter properties we want in results. + # filter internal content based on property and its language + # + # For US News, we will need results from US news and US finance, but don't + # want US autos and others. + # Ex. + # filter = +(pty_lang:news_US_en-US pty_lang:finance_US_en-US) + # filter = +(pty_lang:autos_TW_zh-Hant-TW pty_lang:news_TW_zh-Hant-TW) + # + field pty_lang type array<string> { + indexing: summary | index | attribute + attribute { + fast-search + fast-access + } + + match: word + rank:filter + normalizing: none + stemming: none + } + + # + # property + "_" + region + "_" + lang + "|" + property URL + # + # use this field to store the property URL for internal content. + # Ex. + # news_US_en-US|http://news.yahoo.com/obama-presses-cubas-castro-human-rights-during-historic-001908918.html + # + field pty_urls type array<string> { + indexing: summary + normalizing: none + stemming: none + } + + #### NSite fields + field nsite_sourceid type string { + indexing: summary | index | attribute + attribute { + fast-search + fast-access + } + + normalizing: none + stemming: none + rank: filter + rank-type: empty + } + + field nsite_sourcefeedid type string { + indexing: summary | index | attribute + attribute { + fast-search + fast-access + } + + normalizing: none + stemming: none + rank: filter + rank-type: empty + } + + # source + provider for internal data + # this feature is mainly for TW / HK markets + field nsite_sourceprovider type string { + indexing: summary | index | attribute + attribute { + fast-search + fast-access + } + + normalizing: none + stemming: none + rank: filter + rank-type: empty + } + + field nsite_sourcecountry type string { + indexing: summary | index + stemming: none + } + + field nsite_sourcelocale type string { + indexing: summary | index + stemming: none + } + + field nsite_sourcecontinent type string { + indexing: summary | index + stemming: none + } + + field nsite_sourcerank type int { + indexing: summary | attribute + attribute: fast-search + } + + field nsite_sourceurl type uri { + indexing: summary | index + normalizing: none + stemming: none + alias nsite_sourceurl.hostname: nsite_sourcesite + } + + field nsite_sourcename type string { + indexing: summary | index + stemming: none + } + + field nsite_shortsourcename type string { + indexing: summary | index + stemming: none + } + + field nsite_othersourcename type string { + indexing: summary | index + stemming: none + } + + field nsite_categories type array<string> { + indexing: summary | index + normalizing: none + stemming: none + rank: filter + alias: nsite_category + alias: nsite_cat + } + + field nsite_attributes type array<string> { + indexing: summary | index + normalizing: none + stemming: none + match: word + rank: filter + } + + #### Fingerprint fields + # + # Hashcode of full content + # + # use this field for dedup in the runtime. + # + field fingerprint type long { + indexing: summary | attribute + attribute: fast-search + } + + # + # Hashcode of title + # + # use this field for dedup in the runtime. + # + field titlefingerprint type long { + indexing: summary | attribute + attribute { + fast-search + fast-access + } + } + + #### Sieve Classifier Scores + # https://git.corp.yahoo.com/sieve/docproc/blob/master/protobuf/src/main/resources/proto/classifierscores.proto + # + # newsyScore field + # + field sieve_newsyscore type float { + indexing: summary | attribute + attribute: fast-search + } + + #### User Feedback (UF) features + # + # uf_ctr_[0-9]hr: CTR + # uf_ctn_[0-9]hr: click count + # uf_vtn_[0-9]hr: view count + # uf_totalview_1hr: News DD total page view (under testing) + # + # uf_updatedate: user feedback update timestamp in seconds + # + field uf_updatedate type long { + indexing: summary | attribute + attribute { + fast-search + fast-access + } + } + + ## 1 hour + field uf_ctr_1hr type float { + indexing: summary | attribute + attribute: fast-search + } + + field uf_ctn_1hr type long { + indexing: summary | attribute + attribute: fast-search + } + + field uf_vtn_1hr type long { + indexing: summary | attribute + attribute: fast-search + } + + field uf_totalview_1hr type long { + indexing: summary | attribute + attribute: fast-search + } + + ## 3 hours + field uf_ctr_3hr type float { + indexing: summary | attribute + attribute: fast-search + } + + field uf_ctn_3hr type long { + indexing: summary | attribute + attribute: fast-search + } + + field uf_vtn_3hr type long { + indexing: summary | attribute + attribute: fast-search + } + + ## 12 hours + field uf_ctr_12hr type float { + indexing: summary | attribute + attribute: fast-search + } + + field uf_ctn_12hr type long { + indexing: summary | attribute + attribute: fast-search + } + + field uf_vtn_12hr type long { + indexing: summary | attribute + attribute: fast-search + } + + ## 24 hours + field uf_ctr_24hr type float { + indexing: summary | attribute + attribute: fast-search + } + + field uf_ctn_24hr type long { + indexing: summary | attribute + attribute: fast-search + } + + field uf_vtn_24hr type long { + indexing: summary | attribute + attribute: fast-search + } + + # + # Video duration in seconds + # + field video_duration type int { + indexing: summary | attribute + attribute: fast-search + } + + } + + fieldset default { + fields: title, abstract, body + } + + # Fieldset for Magazines to be able to search in author name by default + fieldset defaultandauthor { + fields: title, abstract, body, author + } + + rank-profile base inherits default { + first-phase { + expression: nativeFieldMatch(title,abstract,body) + } + + macro globalstaticrank() { + expression { + attribute(pubdate) / 2 + } + } + + macro usstaticrank() { + expression { + globalstaticrank + (if (isNan(attribute(nsite_sourcerank)) == 1.0, sourcerank, attribute(nsite_sourcerank)) * 4000) + } + } + + macro asiastaticrank() { + expression { + usstaticrank + } + } + + macro eustaticrank() { + expression { + usstaticrank + } + } + + constants { + sourcerank: 1 + } + } + + rank-profile pubdate { + first-phase { + expression: freshness(pubdate) + } + + second-phase { + expression: freshness(pubdate) + } + } + + # use for time sorting in vertical SRP + rank-profile date { + first-phase { + expression: attribute(pubdate) + } + } + + rank-profile usrankmlr_tau2 inherits base { + summary-features { + age(pubdate) + attribute(pubdate) + asiastaticrank + eustaticrank + globalstaticrank + usstaticrank + fieldMatch(abstract) + fieldMatch(abstract).absoluteOccurrence + fieldMatch(abstract).completeness + fieldMatch(abstract).earliness + fieldMatch(abstract).fieldCompleteness + fieldMatch(abstract).importance + fieldMatch(abstract).occurrence + fieldMatch(abstract).significance + fieldMatch(abstract).significantOccurrence + fieldMatch(abstract).weight + fieldMatch(body) + fieldMatch(body).absoluteOccurrence + fieldMatch(body).completeness + fieldMatch(body).earliness + fieldMatch(body).fieldCompleteness + fieldMatch(body).importance + fieldMatch(body).occurrence + fieldMatch(body).significance + fieldMatch(body).significantOccurrence + fieldMatch(title) + fieldMatch(title).absoluteProximity + fieldMatch(title).completeness + fieldMatch(title).earliness + fieldMatch(title).fieldCompleteness + fieldMatch(title).importance + fieldMatch(title).longestSequenceRatio + fieldMatch(title).occurrence + fieldMatch(title).significance + fieldMatch(title).significantOccurrence + fieldMatch(title).weight + fieldMatch(url) + fieldMatch(url).absoluteProximity + fieldMatch(url).completeness + fieldMatch(url).earliness + fieldMatch(url).fieldCompleteness + fieldMatch(url).importance + fieldMatch(url).longestSequenceRatio + fieldMatch(url).occurrence + fieldMatch(url).significance + fieldMatch(url).significantOccurrence + fieldMatch(url).weight + fieldMatch(nsite_sourcename) + fieldMatch(nsite_sourcename).absoluteProximity + fieldMatch(nsite_sourcename).completeness + fieldMatch(nsite_sourcename).earliness + fieldMatch(nsite_sourcename).fieldCompleteness + fieldMatch(nsite_sourcename).importance + fieldMatch(nsite_sourcename).longestSequenceRatio + fieldMatch(nsite_sourcename).occurrence + fieldMatch(nsite_sourcename).significance + fieldMatch(nsite_sourcename).significantOccurrence + fieldMatch(nsite_sourcename).weight + attribute(nsite_sourcerank) + match + nativeFieldMatch(title,abstract,body) + nativeRank + queryTermCount + } + + constants { + time_rewards: 900 + maxAge: 604800 + scale: 86400 + } + + first-phase { + expression: nativeFieldMatch(title,abstract,body) + } + + macro textfeature() { + expression: file:usrankmlr_aug16.expression + } + + macro freshness_logscale() { + expression: (log(maxAge + scale) - log(max(0, age(pubdate) - attribute(nsite_sourcerank) * time_rewards) + scale)) / (log(maxAge + scale) - log(scale)) + } + + second-phase { + expression: min(textfeature, freshness_logscale) * 5 + } + } + + rank-profile northstarmlr inherits usrankmlr { + + } + + rank-profile usrankmlr inherits base { + summary-features { + age(pubdate) + attribute(pubdate) + asiastaticrank + eustaticrank + globalstaticrank + usstaticrank + fieldMatch(abstract) + fieldMatch(abstract).absoluteOccurrence + fieldMatch(abstract).completeness + fieldMatch(abstract).earliness + fieldMatch(abstract).fieldCompleteness + fieldMatch(abstract).importance + fieldMatch(abstract).occurrence + fieldMatch(abstract).significance + fieldMatch(abstract).significantOccurrence + fieldMatch(abstract).weight + fieldMatch(body) + fieldMatch(body).absoluteOccurrence + fieldMatch(body).completeness + fieldMatch(body).earliness + fieldMatch(body).fieldCompleteness + fieldMatch(body).importance + fieldMatch(body).occurrence + fieldMatch(body).significance + fieldMatch(body).significantOccurrence + fieldMatch(title) + fieldMatch(title).absoluteProximity + fieldMatch(title).completeness + fieldMatch(title).earliness + fieldMatch(title).fieldCompleteness + fieldMatch(title).importance + fieldMatch(title).longestSequenceRatio + fieldMatch(title).occurrence + fieldMatch(title).significance + fieldMatch(title).significantOccurrence + fieldMatch(title).weight + fieldMatch(url) + fieldMatch(url).absoluteProximity + fieldMatch(url).completeness + fieldMatch(url).earliness + fieldMatch(url).fieldCompleteness + fieldMatch(url).importance + fieldMatch(url).longestSequenceRatio + fieldMatch(url).occurrence + fieldMatch(url).significance + fieldMatch(url).significantOccurrence + fieldMatch(url).weight + fieldMatch(nsite_sourcename) + fieldMatch(nsite_sourcename).absoluteProximity + fieldMatch(nsite_sourcename).completeness + fieldMatch(nsite_sourcename).earliness + fieldMatch(nsite_sourcename).fieldCompleteness + fieldMatch(nsite_sourcename).importance + fieldMatch(nsite_sourcename).longestSequenceRatio + fieldMatch(nsite_sourcename).occurrence + fieldMatch(nsite_sourcename).significance + fieldMatch(nsite_sourcename).significantOccurrence + fieldMatch(nsite_sourcename).weight + attribute(nsite_sourcerank) + match + nativeFieldMatch(title,abstract,body) + nativeRank + queryTermCount + } + + second-phase { + # substitute boost6hr by trail + expression: file:gbrank_t174_n12_s008_WT2to1.calibrated.vespa.v3.expression + } + } + rank-profile nuwamlr inherits base { + summary-features { + age(pubdate) + attribute(pubdate) + asiastaticrank + eustaticrank + globalstaticrank + usstaticrank + fieldMatch(abstract) + fieldMatch(abstract).absoluteOccurrence + fieldMatch(abstract).completeness + fieldMatch(abstract).earliness + fieldMatch(abstract).fieldCompleteness + fieldMatch(abstract).importance + fieldMatch(abstract).occurrence + fieldMatch(abstract).significance + fieldMatch(abstract).significantOccurrence + fieldMatch(abstract).weight + fieldMatch(body) + fieldMatch(body).absoluteOccurrence + fieldMatch(body).completeness + fieldMatch(body).earliness + fieldMatch(body).fieldCompleteness + fieldMatch(body).importance + fieldMatch(body).occurrence + fieldMatch(body).significance + fieldMatch(body).significantOccurrence + fieldMatch(title) + fieldMatch(title).absoluteProximity + fieldMatch(title).completeness + fieldMatch(title).earliness + fieldMatch(title).fieldCompleteness + fieldMatch(title).importance + fieldMatch(title).longestSequenceRatio + fieldMatch(title).occurrence + fieldMatch(title).significance + fieldMatch(title).significantOccurrence + fieldMatch(title).weight + fieldMatch(url) + fieldMatch(url).absoluteProximity + fieldMatch(url).completeness + fieldMatch(url).earliness + fieldMatch(url).fieldCompleteness + fieldMatch(url).importance + fieldMatch(url).longestSequenceRatio + fieldMatch(url).occurrence + fieldMatch(url).significance + fieldMatch(url).significantOccurrence + fieldMatch(url).weight + fieldMatch(nsite_sourcename) + fieldMatch(nsite_sourcename).absoluteProximity + fieldMatch(nsite_sourcename).completeness + fieldMatch(nsite_sourcename).earliness + fieldMatch(nsite_sourcename).fieldCompleteness + fieldMatch(nsite_sourcename).importance + fieldMatch(nsite_sourcename).longestSequenceRatio + fieldMatch(nsite_sourcename).occurrence + fieldMatch(nsite_sourcename).significance + fieldMatch(nsite_sourcename).significantOccurrence + fieldMatch(nsite_sourcename).weight + attribute(nsite_sourcerank) + match + nativeFieldMatch(title,abstract,body) + nativeRank + queryTermCount + has_thumbnail + } + + macro has_thumbnail() { + expression { + if (attribute(thumbnail_count) >= 1, 1, 0) + } + } + + second-phase { + expression: file:nuwa_v2_sourceid.expression + } + } + rank-profile nuwamlr_noid inherits base { + summary-features { + age(pubdate) + attribute(pubdate) + asiastaticrank + eustaticrank + globalstaticrank + usstaticrank + fieldMatch(abstract) + fieldMatch(abstract).absoluteOccurrence + fieldMatch(abstract).completeness + fieldMatch(abstract).earliness + fieldMatch(abstract).fieldCompleteness + fieldMatch(abstract).importance + fieldMatch(abstract).occurrence + fieldMatch(abstract).significance + fieldMatch(abstract).significantOccurrence + fieldMatch(abstract).weight + fieldMatch(body) + fieldMatch(body).absoluteOccurrence + fieldMatch(body).completeness + fieldMatch(body).earliness + fieldMatch(body).fieldCompleteness + fieldMatch(body).importance + fieldMatch(body).occurrence + fieldMatch(body).significance + fieldMatch(body).significantOccurrence + fieldMatch(title) + fieldMatch(title).absoluteProximity + fieldMatch(title).completeness + fieldMatch(title).earliness + fieldMatch(title).fieldCompleteness + fieldMatch(title).importance + fieldMatch(title).longestSequenceRatio + fieldMatch(title).occurrence + fieldMatch(title).significance + fieldMatch(title).significantOccurrence + fieldMatch(title).weight + fieldMatch(url) + fieldMatch(url).absoluteProximity + fieldMatch(url).completeness + fieldMatch(url).earliness + fieldMatch(url).fieldCompleteness + fieldMatch(url).importance + fieldMatch(url).longestSequenceRatio + fieldMatch(url).occurrence + fieldMatch(url).significance + fieldMatch(url).significantOccurrence + fieldMatch(url).weight + fieldMatch(nsite_sourcename) + fieldMatch(nsite_sourcename).absoluteProximity + fieldMatch(nsite_sourcename).completeness + fieldMatch(nsite_sourcename).earliness + fieldMatch(nsite_sourcename).fieldCompleteness + fieldMatch(nsite_sourcename).importance + fieldMatch(nsite_sourcename).longestSequenceRatio + fieldMatch(nsite_sourcename).occurrence + fieldMatch(nsite_sourcename).significance + fieldMatch(nsite_sourcename).significantOccurrence + fieldMatch(nsite_sourcename).weight + attribute(nsite_sourcerank) + match + nativeFieldMatch(title,abstract,body) + nativeRank + queryTermCount + has_thumbnail + } + + macro has_thumbnail() { + expression { + if (attribute(thumbnail_count) >= 1, 1, 0) + } + } + + second-phase { + expression: file:nuwa_v2_nosourceid.expression + } + } +} + +# vim:filetype=yaml:expandtab:ts=2:sw=2 diff --git a/config-model/src/test/derived/nuwa/nuwa_v1.expression b/config-model/src/test/derived/nuwa/nuwa_v1.expression new file mode 100644 index 00000000000..4ec06e1f1d6 --- /dev/null +++ b/config-model/src/test/derived/nuwa/nuwa_v1.expression @@ -0,0 +1,501 @@ +if (attribute(nsite_sourceid) in [11546, 5575, 4604, 1465, 27, 95006, 521, 4209, 961, 5102, 17392, 8638, 420, 2445, 10946, 8553, 2154, 17036, 8954, 5331, 9552, 6245, 3180, 18856, 21402, 10802, 3237, 979, 5408, 590, 7803, 3575, 11723, 9046, 2880, 7382, 6809, 9240, 9371, 4765, 7204, 3095, 7493, 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14528, 8609, 20875, 8767, 8405, 17034, 5182, 10559, 3342, 21466, 10596, 3443, 9159, 11436, 19928, 9990, 10916, 3831, 11983, 13314, 17416, 96076, 6381, 7599, 7499, 3476, 5509, 5270, 5880, 17111, 7136, 10934, 10746, 1021, 11613, 19896, 6649, 3272, 6025, 15726, 17364, 6917, 3351, 9958, 4911, 18493, 7011, 8447, 103, 5064, 19664, 4645, 8355, 6978, 3933, 7285, 8795, 11228, 8427, 3648, 9324, 18622, 4313, 7239, 4119, 19883, 17462, 4001, 7789, 6115, 4476, 3544, 9318, 18577, 5453, 5774, 17025, 3836, 17011, 9667, 7428, 17495, 7515, 2892, 5555, 3162, 3404, 1031, 10686, 3695, 3111, 9246, 9568, 17493, 7418, 4761, 3555, 9615, 11061, 9895, 9055, 9274, 7066, 9538, 7180, 14296, 7387, 19887, 18184, 11611, 5104, 3999, 6886, 7490, 9795, 9701, 10943, 17041, 11504, 10060, 7864, 9835, 4568, 17019, 8990, 17184, 8524, 7281, 3970, 6899, 5237, 18187, 19138, 2847, 10297, 2273, 9822, 4477, 6812, 5563, 7775, 7904, 12359, 9361, 8703, 8773, 14824, 5743, 10594, 5234, 9222, 6210, 7769, 18491, 19133, 11589, 8422, 9465, 6027, 5065, 3813, 9084, 8667, 10640, 11474, 19072, 19688, 20395, 13330, 8047, 5441, 8506, 18185, 8790, 18578, 3937, 19584, 17181, 5805, 3491, 8089, 19134, 5283, 448, 8863, 4580, 9380, 5177, 6103, 5078, 7763, 8952, 19812, 19113, 19091, 10610, 10253, 9022, 17319, 6617, 11328, 16989, 18920, 17395, 6669, 9842, 9942, 5325, 8304, 11310, 4528, 6435, 9581, 5616, 11209, 10615, 4421, 8057, 8648, 10277, 11287, 8436, 17047, 9975, 5756, 10573, 3313, 6041, 4870, 10208, 8821, 11247, 17496, 19165, 16975, 10795, 17323, 3115, 19599, 3301, 4135, 10586, 4172, 9356, 4744, 8441, 8578, 5625, 11508, 9341, 7392, 431, 5343, 10001, 5402, 8700, 5032, 8730, 8838, 5364, 3321, 5640, 8263, 7176, 17030, 10604, 15108, 9375, 15057, 9286, 6450, 18550, 17466, 3470, 7396, 96074, 17203, 10789, 17146, 7484, 1909, 7430, 8807, 11175, 20183, 9491, 8300, 5595, 3122, 4774, 4296, 18210, 8826, 10656, 4218, 1006, 20638, 4958, 4621, 177, 17324, 4775, 10571, 6033, 17193, 9925, 10077, 10418, 7187, 9978, 6454, 3475, 9158, 17175, 1011, 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6916, 11242, 10527, 8251, 19065, 8710, 8503, 6765, 7475, 5465, 19194], -0.0342227, if (attribute(nsite_sourceid) in [178, 4106, 376, 95072, 6208, 19890, 156, 1163, 483, 23, 17322, 925, 4604, 1465, 345, 6499, 20709, 206, 95006, 961, 747, 15, 8817, 775, 1552, 75, 2, 3697, 9552, 5113, 1424, 13, 11609, 20938, 4297, 13706, 18676, 979, 5408, 590, 20567, 7803, 3575, 11723, 2052, 57, 9371, 19865, 6030, 5446, 247, 3183, 234, 3093, 9320, 11483, 3988, 1024, 3615, 5029, 495, 6100, 5962, 3380, 3426, 19919, 5728, 1075, 3376, 2583, 5385, 2280, 5529, 22, 13327, 5012, 1146, 3683, 1523, 5754, 218, 4709, 21266, 244, 1184, 2230, 19973, 11529, 3055, 6277, 715, 1672, 7476, 995, 5082, 14711, 8853, 3917, 3980, 2474, 3616, 6444, 5687, 7067, 15445, 374, 3225, 5118, 365, 5633, 9178, 5821, 4237, 10071, 8366, 3907, 6483, 17075, 3168, 19886, 6595, 18859, 7389, 15131, 17108, 543, 1206, 17144, 3998, 1750, 1316, 19155, 3676, 1147, 5156, 11645, 17109, 2264, 4882, 6534, 21133, 96027, 4096, 3796, 18690, 10402, 3658, 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3928, 9040, 2936, 9746], if (elementCompleteness(abstract).completeness < 0.5015302, 0.0013491, -0.0160589), 0.0168413), if (attribute(nsite_sourceid) in [19890, 99, 17322, 925, 1623, 1465, 6705, 77, 54, 20709, 225, 95006, 521, 5102, 13719, 8817, 944, 2141, 17095, 75, 3199, 6265, 9552, 11609, 4297, 18676, 3575, 5906, 57, 20596, 9046, 9240, 18773, 9371, 6030, 3605, 8214, 17480, 1178, 495, 5824, 5962, 7268, 3376, 95003, 1715, 2280, 4889, 11473, 5520, 5482, 4709, 19972, 9887, 1184, 6878, 4942, 19659, 5200, 16982, 6277, 95058, 3657, 7307, 16971, 6456, 8965, 17489, 3717, 1599, 17014, 10533, 5691, 11663, 3745, 374, 4062, 1175, 5633, 1251, 5821, 5870, 10734, 18859, 15131, 3525, 17108, 1342, 5845, 4210, 18249, 17527, 19155, 5692, 7277, 5156, 8313, 3935, 18248, 18169, 3288, 18259, 7190, 17174, 20143, 17034, 17526, 21466, 19928, 9481, 5137, 17048, 7374, 5704, 10848, 19884, 4645, 6978, 4222, 4165, 17462, 4001, 3544, 900, 17495, 7180, 14296, 8669, 8990, 7300, 6530, 2847, 1407, 10297, 5563, 7904, 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2367, 21415, 18259, 20350, 17043, 346, 5678, 4241, 7544, 20143, 4657, 6490, 6052, 1739, 8405, 17034, 3342, 21466, 3443, 19928, 9990, 6164, 4024, 3831, 11983, 7499, 9031, 4461, 17048, 7374, 5509, 19896, 3500, 6424, 7234, 18214, 17364, 6917, 4899, 5185, 4645, 584, 8355, 6978, 8795, 4607, 18622, 4752, 8717, 6115, 20487, 4476, 1721, 3544, 9318, 900, 17025, 3621, 4155, 8283, 5326, 9615, 9536, 9407, 597, 4184, 11504, 19308, 18098, 5999, 8669, 17015, 11168, 3970, 8011, 3198, 20361, 4586, 3587, 17032, 8886, 7904, 9361, 19410, 5435, 12944, 10234, 10640, 3213, 3842, 7403, 5441, 18185, 9090, 19105, 3117, 5659, 4191, 9316, 7177, 7763, 5535, 18572, 19091, 10610, 9022, 9942, 4059, 11576, 6435, 10762, 10615, 4421, 11287, 17047, 5025, 4478, 11247, 9368, 10586, 4172, 9356, 5625, 5789, 11508, 9341, 7392, 5640, 8263, 17030, 17470, 15108, 16984, 10569, 9831, 1431, 9286, 9070, 6450, 8194, 17146, 8994, 8807, 20183, 4296, 17387, 20638, 4958, 1937, 19313, 17204, 10571, 2437, 9158, 17513, 10942, 7235, 17413, 9907, 5360, 9081, 5209, 4574, 10869, 8216, 6619, 11568, 12218, 9864, 8829, 10107, 5742, 19306, 4780, 5478, 1827, 7388, 5241, 10394, 10551, 15724, 18215, 7124, 1305, 10831, 1155, 18720, 9455, 10323, 6014, 11618, 8899, 11468, 3897, 10465, 6694, 9403, 9596, 11757, 4049, 10125, 3258, 18196, 17186, 3271, 7469, 11386, 9391, 9561, 4153, 6611, 3845, 8350, 19317, 9813, 5277, 11042, 8022, 96044, 11105, 8470, 7937, 10076, 6337, 9480, 8088, 7580, 11511, 9868, 9209, 5638, 19142, 4229, 866, 11223, 11715, 11369, 9597, 8629, 2198, 5508, 4089, 8466, 6934, 11607, 8684, 9976, 8716, 8573, 20253, 4365, 19730, 7662, 10439, 11671, 4678, 12887, 17094, 19570, 10415, 8692, 6594, 9787, 8701, 7165, 19660, 19241, 8251, 5267, 10406, 96075, 8953, 2523, 3654, 10537, 6986, 3928, 7048, 9040, 2936, 17535, 11707, 11156, 4530, 19273, 7605, 8467, 9798, 6706, 10542, 9746, 10081, 8074, 4120], if (fieldMatch(abstract).longestSequence < 1.5, if (attribute(nsite_sourceid) in [6208, 19890, 483, 1623, 19880, 336, 77, 345, 175, 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3271, 8350, 96044, 6337, 8088, 9868, 8629, 5508, 4089, 6934, 9976, 8573, 20253, 12887], -0.01258, 3.241E-4), if (fieldMatch(body) < 0.8737394, if (fieldMatch(body).tail < 841.5, if (attribute(nsite_sourceid) in [19880, 77, 225, 5102, 15, 8817, 20710, 944, 2141, 75, 4878, 1854, 17127, 7637, 3180, 1055, 4297, 9240, 4008, 3605, 4163, 8214, 6100, 5962, 19919, 5559, 4248, 95003, 1715, 7941, 2280, 11473, 5529, 6488, 19177, 9887, 4942, 7393, 14360, 17465, 17517, 4401, 3145, 1028, 5617, 3561, 10533, 3226, 4570, 742, 5870, 3531, 8366, 19886, 18859, 96077, 15711, 1818, 5845, 4210, 5084, 5253, 4353, 21074, 3796, 18248, 21415, 20350, 4241, 6052, 17034, 9990, 6164, 3831, 4461, 5509, 19896, 20487, 4476, 9318, 900, 4155, 9536, 9407, 11504, 11168, 3198, 7904, 19410, 7403, 18185, 19105, 3117, 4191, 7177, 7763, 19091, 10610, 11576, 11287, 4478, 5789, 11508, 8263, 17030, 6450, 8194, 17146, 8994, 20183, 19313, 17204, 2437, 9158, 17513, 10942, 5209, 4574, 10107, 5478, 10551, 7124, 1305, 11618, 9403, 3258, 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8990, 3198, 5382, 20361, 7779, 6530, 18830, 17032, 9822, 6812, 6034, 7603, 12359, 9361, 8703, 19410, 4243, 6210, 5131, 5435, 5065, 17402, 11474, 3213, 17727, 8047, 8506, 18185, 9090, 18578, 19584, 3491, 448, 4191, 6406, 1927, 8406, 4796, 19113, 10610, 6617, 16989, 5599, 6669, 18601, 10762, 5141, 4421, 8057, 8648, 21002, 11287, 3313, 6041, 11196, 9368, 5020, 10748, 8578, 3066, 431, 5364, 7176, 17030, 15108, 4271, 17122, 3470, 4967, 17146, 7430, 8807, 11175, 20183, 4774, 8396, 1937, 19313, 10571, 4669, 7976, 2423, 10904, 7054, 9081, 5419, 18613, 17547, 18202, 710, 4521, 17097, 4890, 11029, 8312, 7947, 11408, 5686, 10842, 17406, 11425, 436, 9455, 9464, 4636, 3349, 3628, 6752, 19822, 6247, 4410, 8608, 8434, 5165, 3897, 5664, 3256, 7427, 4049, 19309, 9626, 18196, 17398, 9412, 3348, 5117, 8979, 18506, 7614, 20424, 3713, 20386, 9935, 10784, 3820, 8509, 19188, 11543, 9301, 18996, 4033, 10227, 19304, 11511, 1231, 9127, 10597, 1083, 19142, 7623, 12949, 10122, 9005, 7257, 9867, 4970, 20121, 9762, 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3275, 5385, 17189, 1494, 7941, 4164, 5520, 1518, 6830, 6488, 13327, 5012, 19900, 10031, 2975, 580, 1435, 3248, 20895, 4681, 19972, 6878, 4942, 9217, 5395, 8652, 1309, 19973, 8923, 11365, 7393, 18485, 6609, 6130, 3657, 6029, 19582, 2057, 6456, 7476, 17465, 17517, 18182, 8965, 4977, 5082, 918, 3447, 14711, 19777, 3917, 3145, 11969, 6361, 5617, 2266, 17182, 307, 3294, 3561, 19766, 4508, 3487, 20291, 7067, 4339, 5691, 15445, 5858, 8619, 374, 4151, 4062, 1278, 5118, 1175, 583, 6117, 9482, 365, 7751, 20001, 5633, 4185, 4496, 742, 9178, 5821, 3531, 18247, 3847, 6483, 17075, 5987, 3168, 19886, 6595, 5862, 1117, 3525, 20232, 17391, 2977, 6385, 17108, 2380, 5110, 7494, 1818, 6912, 1342, 10835, 1206, 9705, 1766, 4516, 6949, 7946, 9556, 1298, 4210, 13489, 1750, 18205, 17485, 11888, 5692, 14991, 7277, 8021, 8871, 7487, 4225, 3676, 7188, 5156, 11645, 7854, 4353, 21074, 2264, 4882, 7265, 10339, 18690, 9357, 18248, 9295, 10402, 20943, 8135, 7891, 21415, 18169, 11698, 8939, 4713, 1644, 1204, 1708, 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9736, 3348, 9561, 6611, 3845, 8979, 4189, 9974, 1066, 19317, 7021, 8085, 5248, 7654, 8234, 5318, 8997, 18508, 11117, 20424, 5277, 2029, 17142, 11300, 10846, 3889, 8431, 8022, 2745, 734, 4824, 11105, 8470, 16679, 19245, 15954, 9927, 3820, 4517, 8509, 4261, 8866, 11502, 19950, 9280, 6337, 8661, 9480, 3948, 11646, 11543, 6648, 7458, 9301, 6382, 8088, 18996, 7580, 4033, 18244, 17195, 11182, 19304, 10371, 3762, 11511, 9383, 1231, 10514, 9967, 8737, 10597, 5638, 7728, 1083, 18928, 4154, 19104, 19142, 7623, 12949, 10122, 7257, 5696, 9514, 10111, 4229, 9867, 12123, 866, 11223, 4970, 20121, 10276, 9762, 11715, 11369, 8368, 11882, 8504, 4692, 8037, 11491, 10289, 11200, 19114, 2198, 5508, 8928, 4551, 17113, 7459, 4089, 11095, 8466, 19295, 10752, 7050, 14980, 6722, 3950, 5289, 6537, 5899, 8552, 19566, 4720, 8236, 10202, 19974, 10971, 10550, 18243, 9289, 9278, 8940, 7093, 15606, 10718, 5276, 10839, 9570, 19499, 11560, 8112, 7530, 8252, 10582, 2238, 19595, 10447, 10700, 8684, 10300, 6515, 9976, 10555, 6110, 4098, 18497, 18095, 10446, 8131, 923, 10630, 9378, 7031, 8573, 12884, 17044, 4686, 14866, 8830, 7559, 20253, 4132, 19690, 4365, 8879, 7868, 19730, 4577, 20621, 7662, 9003, 8293, 11527, 11661, 7620, 19195, 19687, 9277, 11197, 4678, 11130, 5154, 9063, 19143, 9827, 3679, 8428, 11432, 14740, 3037, 5058, 7661, 8224, 4426, 8692, 1718, 18460, 4129, 5965, 5827, 9787, 10913, 7578, 8701, 11943, 10819, 8034, 3174, 4233, 9917, 7521, 7632, 6916, 7165, 10123, 11242, 10094, 9349, 8991, 3417, 20989, 19660, 11150, 2135, 3854, 2067, 11253, 10527, 19241, 18242, 4295, 19343, 19065, 5267, 10406, 96075, 10530, 8710, 10766, 8503, 6765, 2523, 3654, 5034, 6831, 6806, 10145, 4035, 4202, 10177, 19725, 6986, 9951, 7475, 3989, 5465, 11167, 3238, 19692, 8374, 17178, 10556, 9946, 19141, 11707, 4840, 19194, 8505, 3751, 10408, 11753, 11703, 7605, 9871, 8467, 10138, 9899, 8818, 4302, 6706, 6077, 10542, 20410, 7714, 7127, 6486, 10025], if (firstPhase < 0.4354815, if (attribute(nsite_sourceid) in [11546, 5575, 4209, 17392, 3199, 3697, 7637, 21402, 7571, 9240, 3685, 4163, 17083, 6357, 123, 18739, 6100, 7773, 2583, 17189, 1494, 7941, 4164, 5520, 6830, 13327, 5012, 20895, 9217, 5395, 8652, 1309, 8923, 7393, 6130, 2057, 17465, 8965, 5082, 3145, 2266, 17182, 3294, 7067, 5691, 15445, 4151, 4062, 1175, 583, 6117, 9482, 5633, 742, 5821, 3847, 3168, 5862, 1117, 3525, 17391, 6385, 2380, 7494, 9705, 4516, 1750, 17485, 11888, 14991, 4225, 5156, 21074, 7265, 18690, 9295, 7891, 21415, 18169, 1644, 1708, 3624, 8620, 4241, 337, 9241, 7356, 8417, 5424, 18489, 17526, 3342, 9671, 6164, 10916, 17416, 96076, 3476, 17492, 5270, 5880, 10934, 3965, 3272, 5064, 19664, 3933, 4165, 4921, 18622, 3200, 4119, 19883, 4476, 1721, 7428, 17495, 18099, 9246, 9818, 9895, 9055, 9407, 6713, 7066, 7180, 6886, 17041, 17414, 9835, 17019, 6191, 265, 8990, 6899, 3855, 6034, 10120, 9846, 7603, 12359, 8703, 10594, 4243, 5403, 7769, 18491, 11589, 19275, 3813, 11275, 11474, 19072, 20395, 5441, 8790, 19584, 5283, 448, 4580, 4191, 6406, 9380, 9316, 19812, 9700, 19723, 11328, 17395, 6562, 5325, 11582, 4528, 5141, 5616, 8067, 10277, 748, 6635, 6041, 11196, 11247, 8558, 8736, 10586, 10748, 3066, 5343, 7826, 10001, 18547, 2579, 10569, 10502, 15057, 2484, 11728, 9286, 4271, 17146, 8994, 1909, 11175, 20183, 18591, 3122, 4774, 4296, 18210, 8396, 4218, 20638, 4958, 4621, 3503, 10571, 14958, 1949, 17193, 8295, 7187, 9978, 9519, 3475, 5826, 4669, 17175, 19679, 17513, 3822, 3763, 7828, 1978, 17413, 7935, 7976, 10820, 7054, 5360, 7842, 11634, 8540, 10869, 6619, 8244, 8800, 5920, 11068, 12218, 6533, 6652, 9096, 15017, 8829, 18202, 710, 7322, 5576, 20706, 3331, 6236, 4890, 8577, 1827, 3126, 4091, 3137, 4747, 7770, 10551, 3866, 15724, 17029, 8580, 1305, 10851, 11425, 10779, 436, 18720, 10538, 17405, 9455, 10215, 4636, 10185, 3349, 3628, 5067, 6752, 8956, 11618, 19176, 4410, 11880, 2667, 7534, 9683, 3897, 10321, 10544, 3482, 1663, 7796, 3367, 10279, 14864, 7471, 20173, 5353, 8916, 9659, 7427, 17188, 9112, 19309, 10188, 11590, 10395, 7469, 7624, 9736, 9561, 6611, 8979, 4189, 1066, 19317, 8085, 5248, 7654, 5318, 8997, 18508, 5277, 17142, 3889, 8022, 2745, 734, 8470, 16679, 19245, 3820, 4517, 8509, 4261, 8866, 11502, 19950, 6337, 3948, 11646, 6648, 9301, 6382, 8088, 7580, 18244, 17195, 19304, 10514, 9967, 5638, 1083, 4154, 7623, 12949, 5696, 9514, 10111, 4970, 10276, 8368, 8037, 10289, 11200, 19114, 5508, 8928, 17113, 4089, 10752, 14980, 5289, 6537, 5899, 19566, 4720, 8236, 10971, 8940, 7093, 15606, 5276, 10839, 19499, 11560, 8112, 7530, 10582, 2238, 19595, 10700, 6515, 9976, 10555, 6110, 4098, 18497, 18095, 17044, 4686, 14866, 8830, 19690, 4365, 7868, 9003, 8293, 11661, 7620, 19195, 19687, 11130, 5154, 9827, 3679, 8428, 4426, 1718, 18460, 9787, 8701, 10819, 3174, 6916, 7165, 10123, 8991, 3417, 19660, 2067, 19241, 19065, 10406, 96075, 10530, 10766, 6765, 2523, 6831, 6806, 4035, 10177, 9951, 7475, 3989, 5465, 11167, 3238, 19692, 19194, 10408, 11703, 10138, 6077, 7127, 10025], -0.0201913, -0.0039135), 1.729E-4), if (fieldMatch(body).head < 73.5, if (attribute(nsite_sourceid) in [178, 4106, 376, 95072, 19890, 156, 99, 23, 925, 974, 4604, 10458, 336, 77, 175, 54, 6499, 225, 27, 206, 95006, 521, 5102, 747, 15, 803, 1785, 420, 11128, 20710, 8553, 775, 2141, 17095, 422, 65, 6127, 4878, 8954, 2, 6265, 3180, 1682, 1424, 18856, 13, 20938, 13706, 18676, 5784, 5408, 590, 3575, 39, 57, 20596, 9046, 2880, 19865, 3605, 5446, 7493, 1092, 8959, 247, 8214, 713, 234, 3103, 17480, 9320, 5130, 1178, 495, 96078, 3426, 5728, 1075, 4248, 7201, 95003, 1346, 1715, 4889, 4276, 4905, 3263, 3086, 1146, 3683, 17463, 5482, 3620, 21266, 9887, 19659, 1705, 3883, 945, 3413, 6277, 95058, 715, 1672, 995, 10744, 7834, 96088, 3424, 6660, 1028, 5496, 2474, 5335, 3616, 6796, 17033, 3085, 7316, 6444, 5687, 6760, 3745, 20428, 5944, 4570, 361, 1251, 5090, 10071, 8366, 5504, 245, 10734, 18859, 18728, 96077, 17028, 4325, 3774, 3141, 4167, 543, 1149, 3232, 20290, 17144, 8613, 3998, 5845, 17527, 4451, 21271, 5964, 1147, 17109, 17038, 6534, 21133, 96027, 4096, 4955, 3796, 2367, 18259, 1509, 346, 5678, 4340, 5655, 3644, 4815, 20143, 4657, 18503, 4649, 421, 3955, 20875, 17034, 9123, 21466, 4066, 10596, 3443, 4109, 3831, 5352, 9031, 4461, 17111, 1021, 6424, 3366, 7234, 18214, 4899, 5185, 11228, 3648, 9324, 4313, 4752, 7789, 18577, 3571, 5774, 3836, 1073, 4155, 5555, 3162, 3102, 8283, 3555, 5326, 9615, 9536, 597, 5104, 3999, 7490, 4184, 5982, 19308, 17490, 5999, 3418, 11168, 7300, 7281, 3198, 7651, 18830, 1407, 2273, 6814, 11495, 8773, 14824, 5234, 19133, 8422, 9465, 5435, 5065, 3790, 14917, 7403, 17727, 19124, 8506, 18185, 19105, 8863, 4796, 10473, 9942, 90, 9581, 11209, 10254, 21002, 7350, 9975, 3156, 9368, 10370, 17657, 17323, 4172, 9356, 4744, 431, 6584, 8730, 5364, 9375, 1431, 6450, 17122, 10789, 8194, 5205, 177, 17324, 4777, 2437, 9925, 10418, 6454, 17328, 7552, 10904, 9588, 3600, 11595, 16972, 9520, 5125, 4521, 17190, 17126, 1456, 8312, 11408, 8486, 3363, 17172, 8099, 5686, 10842, 10831, 12577, 18173, 11468, 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0.0063028)), if (attribute(nsite_sourceid) in [178, 376, 95072, 6208, 156, 1163, 483, 23, 17322, 925, 974, 1465, 10458, 336, 77, 345, 175, 54, 225, 27, 206, 521, 747, 13719, 15, 1785, 420, 20710, 65, 1552, 6127, 75, 2, 3199, 3697, 7472, 5113, 18856, 243, 13, 3708, 5150, 4297, 18676, 9648, 979, 590, 20567, 11723, 57, 9046, 6962, 7382, 17491, 9240, 4008, 4765, 3605, 10815, 9107, 7493, 1980, 6357, 713, 234, 17480, 9320, 18739, 1024, 3615, 3062, 5029, 6100, 5728, 5559, 17189, 1346, 11057, 7941, 4889, 11473, 4905, 22, 6830, 13327, 5012, 19900, 3086, 3683, 5072, 19100, 19177, 1435, 5482, 5282, 4709, 3620, 21266, 19972, 2230, 4942, 19659, 5200, 5440, 3413, 95058, 7307, 6144, 19582, 2057, 1672, 3678, 995, 18182, 4401, 10744, 5082, 918, 3447, 14711, 8853, 3424, 3917, 3145, 1599, 6361, 5496, 2266, 2474, 5335, 307, 17014, 17033, 3085, 7316, 5691, 5858, 4151, 1278, 6117, 4570, 361, 6442, 20001, 5633, 4185, 742, 4237, 5090, 3907, 5504, 10734, 19886, 18859, 7389, 1117, 15131, 20232, 2977, 15711, 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19975, 6486], -0.0027345, if (fieldMatch(abstract).completeness < 0.9504578, -6.3E-6, if (attribute(nsite_sourceid) in [99, 17322, 19880, 345, 54, 4209, 747, 13719, 6782, 17095, 6127, 3697, 18856, 11609, 18258, 2880, 9371, 19865, 3685, 3605, 5446, 17147, 5728, 1075, 4248, 7201, 5477, 7941, 4889, 4276, 6830, 1146, 17031, 1523, 7626, 5072, 1435, 20895, 9547, 21266, 1184, 945, 6277, 6144, 2057, 6456, 3678, 8965, 7834, 5082, 1028, 5496, 5335, 19766, 5691, 3226, 8619, 6117, 5944, 5633, 3907, 11233, 2380, 1818, 20290, 10194, 1316, 19155, 11888, 5964, 7277, 3676, 11645, 6858, 17109, 17038, 6534, 2367, 3288, 1204, 9804, 5424, 4649, 14528, 17034, 3342, 9990, 4024, 17416, 5509, 8355, 5564, 7239, 5774, 3621, 6631, 4155, 3404, 17493, 4356, 9536, 597, 9795, 18098, 8524, 5563, 8703, 14824, 5743, 8670, 7769, 8667, 19072, 18185, 19105, 3937, 4383, 8089, 5659, 5177, 5031, 6617, 18601, 5616, 18209, 17496, 16975, 10795, 17657, 16990, 7392, 9675, 10569, 4271, 7396, 5595, 8826, 5205, 10571, 2437, 10418, 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5794, 6077, 10542, 3876, 8975], -0.0017882, if (fieldMatch(abstract).gapLength < 5.5, if (attribute(nsite_sourceid) in [23, 4604, 1623, 19880, 6705, 77, 20709, 27, 206, 10946, 944, 5113, 20938, 3237, 57, 17528, 3095, 5446, 234, 11483, 5130, 3615, 495, 5962, 19919, 3376, 2583, 2280, 11473, 5520, 5033, 3263, 3683, 19100, 3620, 19659, 1705, 8652, 18485, 3055, 7307, 6144, 715, 6456, 7834, 96088, 19769, 19766, 20291, 6444, 5858, 3745, 4062, 20428, 20001, 5633, 10071, 4344, 7389, 15131, 20232, 20191, 2380, 6912, 543, 1766, 4516, 17144, 1750, 1562, 1796, 7460, 4451, 1147, 4353, 17038, 18248, 1509, 17369, 346, 4340, 5627, 14528, 9481, 11983, 6546, 17048, 10934, 10746, 1021, 3386, 6025, 7234, 1338, 4645, 4607, 8427, 5564, 3571, 7253, 3111, 9246, 4356, 5288, 8071, 9536, 4074, 9274, 17019, 6191, 8524, 3198, 9822, 6814, 17166, 5743, 9222, 19742, 18578, 19584, 3117, 1927, 16874, 5535, 5325, 5616, 17468, 8441, 5625, 15108, 3470, 7396, 17203, 8807, 4296, 10275, 7842, 6937, 17097, 1456, 5241, 7770, 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10123, 8251, 6831], -0.0169797, -0.004559), 0.0069902), 2.328E-4), if (fieldMatch(body).segmentProximity < 0.7625604, if (attribute(nsite_sourceid) in [4106, 17036, 3697, 243, 9648, 5906, 18258, 17491, 4765, 9107, 4163, 3093, 1178, 18739, 6100, 2583, 5529, 2975, 7626, 4942, 5200, 5440, 1309, 6609, 6130, 18182, 4401, 14711, 19777, 6660, 20233, 2474, 307, 17033, 4339, 11663, 5821, 10071, 245, 17391, 4325, 4167, 7494, 20290, 9556, 1298, 1750, 5084, 18205, 1562, 1796, 17484, 5692, 8871, 7188, 11545, 21133, 2974, 4096, 17090, 3968, 346, 9804, 5655, 5627, 3218, 8767, 18489, 11436, 9990, 6164, 3831, 5137, 6546, 10934, 2104, 6424, 15726, 5695, 4222, 7285, 10992, 430, 3200, 4001, 6115, 3544, 4155, 3102, 4761, 4052, 9536, 6713, 9538, 9608, 3999, 10060, 7864, 1730, 8669, 17184, 6899, 7651, 5382, 10297, 9822, 4477, 10120, 9846, 9222, 8670, 5403, 8048, 11589, 9465, 9084, 19072, 19688, 20556, 9970, 729, 5441, 8506, 18185, 17400, 4383, 448, 16874, 7763, 5031, 17319, 5599, 10473, 6669, 18601, 11576, 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20190, 11703, 9798, 4302, 19286, 6077, 10542, 19975, 10065, 6597], if (fieldMatch(abstract).segmentProximity < 0.968944, if (attribute(nsite_sourceid) in [54, 27, 5102, 803, 8817, 420, 422, 3697, 6245, 243, 21402, 5150, 9648, 7571, 2052, 3605, 17147, 1024, 3062, 495, 7268, 7941, 4164, 6488, 13327, 20895, 1705, 7393, 3413, 6456, 4401, 3145, 3616, 4151, 6117, 9482, 361, 4185, 9178, 3847, 1117, 2977, 3141, 6076, 1342, 7946, 4210, 10194, 5084, 17527, 19155, 7188, 4096, 18248, 20943, 18259, 4713, 20350, 17369, 5678, 18499, 4657, 421, 11507, 3252, 8767, 18489, 4066, 10596, 9159, 13314, 8094, 6381, 7599, 6424, 15726, 10160, 9958, 5064, 8355, 7522, 5564, 4313, 4119, 6115, 4476, 18577, 17495, 5555, 9246, 3555, 9818, 9407, 4316, 18261, 9274, 9694, 11504, 7864, 1730, 9835, 4568, 6191, 3418, 17015, 7651, 6530, 6814, 6812, 19410, 17411, 7399, 5435, 5065, 3813, 11275, 3790, 17402, 9970, 2079, 19742, 7403, 17727, 3117, 8406, 19723, 6617, 17395, 9581, 10762, 21002, 16990, 5789, 431, 3321, 8263, 15108, 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9286, 4271, 18550, 17466, 3470, 10789, 8194, 8839, 8994, 7430, 11175, 20183, 9491, 8300, 18591, 17387, 10656, 4218, 4621, 177, 1937, 17324, 4860, 19313, 3503, 17204, 17461, 10571, 935, 6033, 1949, 17193, 7187, 9978, 9519, 17481, 11648, 3763, 7828, 18201, 1978, 10942, 7235, 4535, 15821, 6708, 10384, 7935, 7976, 2423, 9305, 10820, 10904, 9588, 9907, 10375, 5360, 9715, 8540, 20944, 10399, 5419, 9179, 5209, 10469, 7116, 16972, 8216, 6619, 4458, 11068, 9311, 6652, 9864, 10346, 5125, 4521, 19306, 17190, 7322, 7687, 19281, 17097, 3331, 1456, 19096, 4890, 5241, 4091, 11029, 15032, 3873, 8486, 10394, 6976, 3363, 17172, 5889, 5686, 2893, 3866, 7965, 19382, 2011, 1330, 18215, 1305, 7695, 10851, 11425, 20000, 20333, 6197, 9360, 8314, 1155, 436, 10360, 18720, 20332, 12577, 17405, 10488, 10323, 10185, 5067, 19822, 10283, 6014, 19176, 4410, 9214, 7658, 2440, 14749, 5337, 7534, 3906, 9683, 962, 8899, 10321, 10465, 4648, 3482, 5664, 9403, 20292, 1663, 7796, 15425, 5123, 11283, 7471, 19171, 5353, 8916, 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10718, 10780, 11889, 10839, 19162, 9570, 9355, 19499, 8112, 7530, 9630, 8119, 8252, 10582, 19595, 10447, 10700, 10300, 9976, 9691, 10555, 8716, 6110, 4098, 18497, 18095, 10446, 17044, 4686, 20253, 4132, 8180, 4365, 9435, 7868, 20621, 7662, 20366, 596, 8293, 10926, 11527, 19195, 10439, 9277, 4678, 9063, 9477, 19143, 9827, 17094, 10706, 8428, 19570, 11432, 19127, 6859, 7661, 4426, 9944, 19121, 8692, 1718, 7223, 5965, 9787, 10913, 8701, 10819, 8512, 4233, 18501, 8517, 8410, 2749, 6916, 11026, 6583, 20989, 11253, 10527, 18242, 4295, 19065, 5267, 10207, 8710, 8753, 10766, 7783, 8522, 9008, 8256, 10155, 18464, 3654, 4623, 10145, 4035, 15746, 6564, 7475, 10171, 3989, 5465, 19594, 14517, 17535, 5010, 11455, 19141, 11156, 3751, 4530, 9871, 9798, 6616, 8818, 18986, 6706, 20367, 6486, 10025, 8975], if (fieldMatch(body).segmentDistance < 148.5, -4.179E-4, if (attribute(nsite_sourceid) in [11546, 156, 1163, 225, 27, 2445, 8553, 2154, 1854, 7637, 3180, 13706, 11723, 2052, 20596, 18258, 9046, 13673, 9371, 3095, 9107, 5446, 7493, 17147, 17083, 123, 3615, 3062, 3380, 10663, 2583, 5477, 11057, 7941, 2280, 5012, 17031, 3683, 5482, 3620, 5200, 19973, 16982, 7393, 18485, 3055, 3657, 995, 4401, 17489, 1668, 3294, 3561, 3233, 5118, 6138, 361, 7751, 6442, 17075, 4344, 8699, 3774, 20191, 2380, 3141, 6076, 9705, 10194, 17485, 21271, 4225, 4353, 10339, 21133, 2367, 1708, 17043, 4815, 5627, 4649, 3955, 8609, 20875, 8767, 21466, 10596, 9481, 10916, 4024, 11983, 3476, 4461, 1021, 5704, 11613, 19896, 3386, 6649, 3272, 6424, 7078, 4899, 4911, 19664, 4645, 8355, 3912, 10992, 4921, 9324, 4313, 7789, 20487, 1721, 18577, 6631, 7515, 2892, 5555, 3695, 3102, 7418, 9536, 4074, 18261, 9538, 7387, 18184, 7490, 10060, 5982, 19308, 18098, 17153, 4457, 17015, 579, 11168, 17184, 3970, 9443, 5382, 4586, 18830, 2273, 9822, 6034, 9728, 5563, 7775, 11495, 7904, 14824, 5234, 19275, 9465, 7399, 12944, 17402, 10234, 11474, 2079, 7403, 9135, 19105, 19584, 3117, 5805, 4383, 5283, 9316, 4796, 3881, 10610, 6669, 9842, 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(attribute(nsite_sourceid) in [178, 4106, 5575, 95072, 6208, 483, 23, 17322, 925, 4604, 1623, 19880, 6705, 10458, 345, 175, 20709, 95006, 9637, 10946, 775, 2141, 422, 17036, 6127, 75, 4878, 3199, 6265, 7472, 9552, 5113, 1682, 243, 21402, 17140, 11609, 20938, 4297, 10802, 3237, 590, 39, 157, 9240, 4008, 19515, 6030, 10815, 1980, 17148, 713, 234, 17480, 5130, 3988, 1024, 5029, 3100, 495, 5962, 7773, 5559, 4248, 3376, 3275, 95003, 1715, 4164, 6830, 3086, 1146, 2975, 1523, 5072, 1435, 3248, 5282, 21266, 4681, 19972, 9887, 1184, 5395, 1705, 3883, 945, 1309, 11529, 95058, 7307, 6144, 6029, 7841, 6456, 1672, 3678, 17465, 18182, 5082, 3447, 3424, 3717, 6660, 6361, 1028, 3980, 5496, 2474, 5335, 17182, 17014, 4558, 19769, 3616, 6796, 3487, 20291, 6444, 5687, 5691, 8619, 3745, 374, 4062, 1278, 583, 20428, 5944, 365, 20001, 742, 9178, 1251, 5821, 10071, 3497, 3531, 5129, 6483, 5504, 5987, 7389, 15131, 3525, 2977, 6385, 4325, 15711, 4167, 7494, 11252, 1818, 1342, 1149, 1206, 20290, 1766, 8613, 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10586, 10748, 9356, 8441, 8578, 5625, 11508, 7392, 431, 6584, 3949, 5032, 8838, 18547, 7176, 10604, 17470, 10569, 9831, 1431, 10130, 7396, 96074, 17203, 4967, 5595, 3122, 2434, 4296, 6707, 9841, 4775, 14958, 865, 10077, 8295, 3475, 9158, 4669, 7676, 1011, 7450, 3822, 17096, 10275, 17413, 7552, 7054, 3520, 10489, 6880, 19287, 9081, 7842, 11634, 8897, 7562, 3467, 18613, 6937, 17408, 5920, 12218, 17547, 6533, 10577, 9096, 8829, 10107, 18202, 5742, 710, 5256, 5576, 17126, 8577, 1827, 3126, 7947, 11408, 5474, 7770, 10551, 10842, 10867, 17029, 15754, 6394, 7124, 18575, 10779, 8801, 7486, 3878, 10538, 10215, 9103, 16969, 17393, 1743, 10056, 6752, 18173, 11378, 11880, 8608, 8434, 5165, 3897, 6694, 10679, 9596, 10279, 14864, 5412, 20173, 4526, 5101, 17188, 7400, 3258, 18196, 12350, 17186, 10863, 16973, 17398, 6879, 7261, 10449, 2972, 5117, 4506, 4189, 12067, 19317, 5248, 7654, 9149, 11042, 17142, 20386, 96044, 10784, 4517, 8509, 7937, 19950, 9280, 10076, 9480, 11543, 9301, 18562, 4033, 15391, 9374, 11511, 15674, 19170, 9127, 8737, 4198, 5638, 18928, 4154, 7623, 12949, 5022, 7273, 10111, 11727, 578, 9758, 4448, 9762, 9065, 8809, 11882, 9248, 10754, 19193, 5508, 8116, 17112, 11095, 10607, 7844, 1474, 3950, 5899, 4720, 10051, 10167, 8236, 19169, 18243, 9289, 9278, 11607, 10429, 8683, 8684, 7901, 6330, 8131, 923, 8573, 19185, 11760, 8830, 19690, 8879, 19730, 4577, 9874, 9003, 11661, 5243, 4668, 11197, 96045, 8674, 5154, 9507, 12887, 10629, 10620, 6677, 5650, 3037, 10944, 8475, 10415, 8282, 6594, 11009, 18460, 11034, 5827, 7578, 3174, 10148, 9917, 7632, 7165, 8004, 8269, 11242, 9697, 9349, 3417, 19660, 11150, 9522, 2067, 19241, 19967, 9013, 8251, 10406, 96075, 10530, 8953, 2281, 4497, 10537, 5034, 10150, 6806, 9550, 9951, 6501, 11167, 6531, 8465, 11110, 9979, 3928, 6955, 7048, 9040, 17178, 2936, 19071, 11707, 3769, 4840, 19194, 8755, 8505, 19231, 2551, 19273, 7605, 8467, 10138, 21324, 19517, 5794, 6077, 9746, 9261, 10081, 3003, 11758, 3876, 20410, 8074, 4120], if (fieldMatch(body).tail < 184.5, if (attribute(nsite_sourceid) in [4106, 95072, 925, 4604, 6705, 95006, 2141, 422, 17036, 3199, 7472, 9552, 5113, 243, 11609, 4297, 10802, 3237, 19515, 10815, 17148, 234, 17480, 5130, 3988, 3100, 495, 7773, 5559, 4248, 3275, 1715, 4164, 6830, 2975, 1523, 4681, 19972, 9887, 1705, 3883, 945, 6144, 6456, 3678, 17465, 18182, 5082, 3447, 3717, 6361, 1028, 3980, 2474, 17182, 20291, 5691, 3745, 374, 4062, 583, 20428, 5944, 20001, 9178, 5821, 3497, 6483, 5504, 5987, 7389, 15131, 3525, 6385, 4325, 4167, 7494, 1818, 1149, 1206, 20290, 1766, 3998, 13489, 1796, 7460, 17527, 5253, 5156, 17109, 2264, 7265, 96027, 3935, 18248, 9295, 10402, 20943, 18169, 19064, 4241, 7544, 4790, 4806, 17034, 3443, 17492, 17364, 3933, 17162, 4607, 7239, 19883, 4001, 6115, 17025, 17404, 3555, 4356, 8071, 4052, 597, 5104, 4568, 5999, 265, 7300, 3198, 6530, 2847, 3587, 6812, 16976, 8670, 7769, 5435, 8667, 14917, 3842, 9970, 19124, 8790, 8089, 4191, 6406, 19812, 6617, 16989, 10473, 5325, 11582, 8648, 6623, 19165, 10795, 10748, 7392, 431, 6584, 7176, 10569, 10130, 17203, 9841, 4775, 10077, 8295, 7676, 1011, 10275, 10489, 7842, 8897, 3467, 17547, 6533, 8577, 3126, 11408, 7770, 10551, 6394, 7124, 10779, 7486, 10538, 9103, 16969, 18173, 20173, 4526, 5101, 17188, 17186, 10863, 16973, 6879, 7261, 4506, 4189, 17142, 8509, 9301, 15391, 9374, 15674, 8737, 18928, 7273, 9762, 11882, 7844, 8236, 18243, 8830, 8879, 4668, 8282, 11242, 8251], if (fieldMatch(body).earliness < 0.9620733, -0.0048756, -0.0205292), 0.0028971), if (attribute(nsite_sourceid) in [5575, 483, 17322, 19880, 20709, 9637, 10946, 775, 422, 6127, 7472, 5113, 1682, 21402, 17140, 11609, 4297, 3237, 39, 9240, 4008, 6030, 10815, 1980, 17148, 713, 5029, 3100, 5962, 4248, 3376, 4164, 1146, 5072, 1435, 21266, 4681, 19972, 1184, 5395, 1309, 11529, 7307, 6029, 7841, 3678, 18182, 5082, 3424, 3717, 6660, 5496, 17014, 4558, 19769, 3616, 6796, 3487, 1278, 583, 365, 742, 1251, 10071, 3531, 5129, 7389, 2977, 15711, 4167, 11252, 1149, 1206, 8613, 3998, 5845, 10265, 18205, 1796, 1316, 4451, 11888, 5140, 3676, 1147, 5156, 18690, 18248, 9295, 10402, 8135, 21415, 3288, 1509, 4340, 18499, 17174, 6490, 9372, 4404, 4790, 1003, 9159, 3831, 9031, 3500, 9030, 15726, 3351, 9958, 5629, 5695, 4165, 7522, 11228, 17158, 3648, 7239, 1073, 1031, 18099, 9568, 9009, 3555, 21394, 5326, 9055, 4316, 597, 7180, 19887, 5104, 5999, 7300, 3454, 9487, 6082, 20361, 3587, 8048, 6027, 4842, 11275, 14917, 19742, 19124, 8790, 8089, 5659, 18729, 6406, 5177, 1927, 9022, 5325, 11582, 10762, 10254, 3115, 19599, 3301, 10586, 10748, 9356, 8441, 5625, 11508, 7392, 6584, 3949, 5032, 18547, 7176, 10604, 9831, 1431, 7396, 96074, 5595, 3122, 4296, 6707, 14958, 10077, 3475, 9158, 4669, 7450, 3822, 17096, 17413, 7054, 3520, 10489, 6880, 3467, 18613, 6937, 17408, 5920, 12218, 6533, 10577, 9096, 8829, 10107, 18202, 5742, 5256, 5576, 8577, 1827, 3126, 7947, 5474, 10551, 10842, 17029, 18575, 10538, 10215, 16969, 17393, 1743, 10056, 11378, 10679, 5101, 3258, 12350, 16973, 17398, 10449, 2972, 12067, 19317, 5248, 7654, 9149, 17142, 8509, 19950, 18562, 4033, 15391, 11511, 9127, 18928, 4154, 7623, 7273, 11727, 578, 4448, 9065, 11882, 9248, 5508, 10607, 3950, 4720, 19169, 10429, 7901, 6330, 8131, 923, 8879, 4577, 9003, 9507, 10620, 7165, 19967, 5034, 9951, 19194, 11758], -0.0020011, 5.055E-4)), if (nativeRank < 0.2805769, if (attribute(nsite_sourceid) in [6499, 521, 4209, 8638, 944, 8954, 2, 3697, 1424, 18676, 7571, 5408, 3575, 17528, 17491, 18773, 19865, 7204, 1092, 8959, 4163, 8214, 3183, 3103, 3093, 1178, 5728, 1075, 5385, 1494, 11473, 4276, 5520, 3263, 19900, 7626, 5754, 19177, 20895, 244, 6878, 8652, 14360, 16971, 19582, 8965, 918, 3917, 307, 15800, 7316, 3226, 15445, 5858, 4151, 3225, 4570, 4496, 11229, 5870, 18247, 6595, 17391, 96077, 5110, 6912, 17144, 4210, 5084, 17484, 19155, 8871, 7487, 17038, 4882, 2974, 4096, 3796, 17090, 3658, 4713, 17369, 9241, 8957, 10042, 3218, 3565, 8405, 9123, 9512, 13314, 7599, 17048, 6048, 10746, 3965, 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10700, 9976, 7868, 9003, 20366, 596, 3679, 2749, 11242, 5465], -0.0161624, if (fieldMatch(abstract).earliness < 0.9777114, if (fieldMatch(body).significantOccurrence < 0.0651886, 0.0213297, 2.044E-4), if (fieldMatch(abstract) < 0.8709579, if (attribute(nsite_sourceid) in [178, 95072, 6208, 156, 23, 17322, 1623, 19880, 1465, 345, 6499, 27, 95006, 747, 1785, 944, 8553, 65, 6127, 6265, 1854, 3575, 39, 9046, 17491, 19865, 3685, 5446, 4163, 234, 495, 5962, 5728, 4248, 95003, 11473, 4276, 1518, 1146, 1523, 5754, 4709, 6878, 945, 16982, 14360, 6029, 19582, 18182, 96088, 17489, 20233, 17033, 20291, 6444, 374, 6138, 6442, 4237, 18859, 1117, 5110, 1818, 17071, 4210, 8313, 2974, 2367, 346, 4241, 5655, 3565, 19928, 9031, 6424, 8717, 3571, 1073, 9536, 7490, 7281, 5441, 5535, 7350, 8736, 5419, 19107, 18508, 19065], -0.0183555, 0.0082849), if (nativeProximity < 0.555615, if (attribute(nsite_sourceid) in [376, 19890, 4604, 77, 54, 206, 747, 13719, 15, 775, 2154, 422, 6127, 2, 6265, 1854, 243, 5150, 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0.9697299, if (attribute(nsite_sourceid) in [178, 376, 919, 1163, 17322, 925, 4604, 1465, 10458, 175, 206, 420, 10946, 8553, 2141, 4878, 6265, 6245, 13, 11609, 3708, 5784, 20567, 3575, 39, 3903, 19865, 8959, 17148, 3062, 5824, 3426, 7201, 16981, 1346, 1494, 5529, 3263, 10031, 5754, 3248, 5482, 3620, 6878, 1705, 8652, 16982, 715, 2057, 1672, 7476, 3678, 7834, 8853, 1668, 3616, 3233, 5987, 10734, 18728, 8699, 5110, 3232, 10835, 18249, 1750, 17527, 5692, 3676, 1147, 17038, 18248, 10402, 2367, 17043, 346, 17174, 4657, 421, 19928, 5509, 10848, 4222, 5564, 9324, 17462, 20487, 3544, 7167, 9246, 17493, 5326, 4052, 597, 18098, 3970, 6082, 3198, 1407, 4477, 4243, 7769, 5131, 12944, 13330, 5283, 5535, 4421, 11247, 10748, 5625, 11508, 7392, 4296, 10577, 5256, 6014, 8916, 18494], -0.0361804, 0.0023083), 2.551E-4), 0.0062714)))) + +if (elementCompleteness(abstract).fieldCompleteness < 0.008159, if (fieldMatch(abstract).segments < 4.5, if (attribute(nsite_sourceid) in [5575, 919, 1163, 17322, 6705, 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(attribute(nsite_sourceid) in [376, 95072, 1163, 99, 23, 17322, 4604, 1465, 336, 345, 54, 20709, 225, 27, 206, 521, 15, 9637, 65, 75, 6265, 1854, 9552, 5113, 1424, 18856, 243, 20567, 39, 2052, 57, 9046, 2880, 4765, 3685, 5446, 247, 234, 1178, 3062, 495, 10663, 7268, 5728, 3376, 2583, 95003, 17189, 1715, 2280, 4889, 11473, 5520, 1518, 5529, 5033, 22, 5072, 218, 5482, 244, 95058, 14360, 6456, 3678, 10744, 4977, 918, 3447, 8853, 3917, 17014, 3561, 17033, 20291, 6444, 5691, 5858, 3745, 4570, 365, 6442, 5987, 4344, 10734, 5862, 18859, 17108, 3774, 20191, 1818, 6912, 20290, 13489, 5084, 1316, 17484, 5253, 6858, 8313, 2264, 4882, 21133, 18248, 20943, 2367, 11698, 4713, 346, 18503, 421, 6052, 3252, 4790, 4806, 3342, 4066, 3443, 9481, 4024, 7499, 5880, 6424, 3366, 18214, 18493, 4607, 20487, 3571, 10686, 3102, 7418, 4052, 9615, 7066, 7180, 19887, 11611, 18098, 8990, 3970, 6899, 18187, 9822, 4477, 8703, 8773, 4243, 8670, 5131, 5435, 12944, 11474, 17727, 19105, 4191, 4796, 7763, 5535, 19091, 5654, 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3.674E-4, if (attribute(nsite_sourceid) in [19880, 175, 5102, 15, 803, 944, 65, 8954, 3697, 7472, 11609, 7571, 4008, 3605, 4163, 3103, 123, 9320, 18739, 1024, 5029, 3100, 10663, 7201, 3275, 5477, 13327, 1146, 1435, 21266, 4942, 9217, 1705, 8923, 18485, 3413, 7307, 715, 6029, 19582, 17465, 17489, 11969, 20233, 2474, 4558, 19769, 19766, 15800, 3616, 20291, 5687, 5691, 9178, 5821, 3497, 3168, 15711, 5110, 6076, 17156, 7494, 9705, 17144, 1750, 17484, 21271, 7277, 7188, 2264, 6534, 21133, 4096, 20943, 1509, 9241, 18503, 421, 3955, 1003, 17526, 9123, 9159, 6381, 7599, 7499, 7374, 5509, 5270, 10746, 17364, 6917, 10160, 4911, 8924, 19664, 5695, 7522, 8795, 5564, 7239, 4001, 1721, 900, 17025, 2892, 5555, 3102, 6713, 4074, 9274, 3999, 17414, 17019, 6191, 11168, 17184, 5382, 1986, 14824, 17411, 8670, 5603, 8422, 3813, 20395, 9970, 19742, 9090, 19105, 18729, 19812, 9700, 5654, 11310, 9581, 5141, 5756, 4870, 10208, 10450, 16990, 11508, 9341, 8838, 9675, 3321, 2579, 15057, 2484, 4271, 17122, 17203, 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0.0092542))), if (attribute(nsite_sourceid) in [178, 11546, 5575, 376, 95072, 6208, 19890, 156, 919, 1163, 483, 99, 23, 925, 974, 19880, 1465, 6705, 10458, 336, 77, 345, 175, 54, 6499, 20709, 225, 27, 206, 95006, 521, 4209, 961, 5102, 17392, 747, 13719, 15, 9637, 803, 1785, 8638, 420, 2445, 944, 8553, 775, 2141, 2154, 422, 65, 6127, 75, 4878, 5331, 2, 3199, 6265, 3697, 1854, 17127, 3180, 1424, 1055, 18856, 243, 13, 11609, 20938, 5150, 13706, 18676, 9648, 10802, 7571, 3237, 979, 5408, 590, 20567, 3575, 11723, 5906, 39, 2052, 20596, 18258, 9046, 2880, 17528, 6962, 157, 6809, 17491, 9240, 4008, 18773, 4765, 3685, 3095, 3605, 10815, 7493, 1092, 1980, 8959, 247, 17148, 4163, 8214, 11635, 17083, 3183, 713, 234, 3103, 17480, 3093, 9320, 11483, 1178, 3988, 18739, 1024, 3615, 3100, 495, 5962, 3380, 10663, 7773, 3426, 7268, 5728, 5559, 4248, 7201, 2583, 3275, 95003, 17189, 1346, 5477, 1715, 11057, 2280, 4889, 11473, 4276, 5520, 1518, 5033, 22, 3263, 13327, 3086, 1146, 2975, 17031, 1523, 5072, 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19125, 7093, 6110, 10986, 3679, 8710], -0.022224, if (fieldMatch(title) < 0.8804662, if (fieldTermMatch(title,0).firstPosition < 5.5, 0.0031325, -0.0086717), -0.0137998)), if (attribute(nsite_sourceid) in [4604, 17392, 1785, 2445, 21402, 5150, 3237, 19865, 8959, 17148, 11635, 9320, 11483, 5130, 495, 96078, 7201, 7941, 11473, 5012, 2975, 4162, 17463, 218, 6878, 9217, 3883, 11529, 6609, 3413, 6130, 7307, 8853, 19777, 3917, 18565, 4558, 19769, 19766, 3616, 6444, 4151, 583, 6138, 5944, 742, 10071, 5987, 4344, 18728, 8699, 96077, 1766, 7946, 5845, 10194, 19155, 11888, 8021, 1147, 4353, 2264, 6534, 21133, 17090, 7891, 1644, 1708, 5678, 8620, 337, 3218, 6052, 1739, 4790, 17034, 17526, 3342, 19928, 9481, 4109, 4024, 8094, 8705, 6546, 17048, 5270, 6048, 10934, 1021, 3965, 6424, 16250, 8924, 5629, 5185, 584, 6978, 4165, 4921, 4476, 1721, 5453, 7167, 17011, 17160, 3555, 4356, 5288, 9895, 4316, 18261, 7387, 9701, 17019, 265, 8669, 17184, 3454, 3198, 7779, 18830, 1407, 9822, 6812, 10120, 14824, 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10542, 10882, 19975, 10065, 7714, 8975], -9.38E-4, 6.96E-4)), if (fieldMatch(body).significantOccurrence < 0.1330775, if (fieldMatch(abstract).tail < 1087.5, if (attribute(nsite_sourceid) in [11546, 1163, 17322, 4604, 1465, 10458, 345, 27, 17392, 1785, 8817, 20710, 17095, 1552, 17036, 3199, 7472, 7637, 1682, 17140, 20938, 3708, 5150, 4297, 9648, 10802, 5408, 39, 3903, 18773, 19865, 7204, 8214, 123, 11483, 18739, 5962, 10663, 3426, 1075, 1715, 4164, 22, 19900, 3683, 5754, 580, 19100, 1435, 4709, 3620, 9887, 3883, 8923, 11365, 7393, 3413, 3055, 6130, 18182, 3424, 3717, 3145, 1599, 1028, 5496, 4558, 15800, 3085, 4508, 7316, 15445, 3225, 1278, 5118, 365, 361, 4185, 11229, 4237, 5129, 6483, 19886, 5862, 20232, 2977, 17028, 4325, 3774, 6912, 9705, 20290, 17144, 8613, 1298, 4210, 18249, 13489, 1750, 14991, 7854, 4353, 17109, 8313, 2264, 6534, 4955, 3796, 3935, 3968, 3288, 11698, 8939, 20350, 17043, 3624, 9804, 7544, 17174, 6490, 10042, 11507, 4404, 6052, 14528, 8609, 20875, 3565, 4806, 17526, 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8522, 2523, 3654, 4202, 6986, 9951, 5465, 19194, 6726], -0.0061114, if (fieldMatch(abstract).absoluteOccurrence < 0.1089444, if (attribute(nsite_sourceid) in [95072, 156, 1163, 99, 1623, 19880, 6705, 10458, 345, 175, 6499, 95006, 521, 13719, 8817, 420, 944, 2154, 422, 2, 6265, 1854, 5113, 6245, 1682, 21402, 20938, 5408, 7803, 3575, 20596, 9371, 4765, 6030, 3095, 3605, 1092, 247, 4163, 3183, 234, 5130, 1024, 3615, 5029, 7773, 5728, 1075, 4248, 1494, 4889, 5520, 6830, 3086, 1146, 1523, 19100, 21266, 1184, 5440, 1309, 6609, 14360, 1672, 10744, 5082, 3717, 3145, 1028, 307, 3561, 6796, 3085, 7316, 20291, 7067, 4151, 1278, 583, 6117, 365, 6442, 11229, 19886, 1117, 3525, 5110, 11252, 17071, 10835, 1206, 6949, 7946, 4210, 19155, 14991, 3676, 4353, 6534, 3935, 18248, 18259, 11698, 20350, 1644, 9804, 3565, 9481, 13314, 4461, 17492, 5880, 3386, 19884, 18493, 5064, 9324, 3571, 17011, 17160, 4155, 3162, 7180, 17121, 3999, 4457, 8990, 10297, 4477, 7904, 12359, 8703, 8773, 3813, 8506, 4059, 6435, 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10629, 4426, 1718, 5827, 9787, 10913, 18501, 19660, 10527, 19967, 10530, 2281, 4497, 7566, 6765, 6831, 10177], 0.0045567, 0.0192359)), if (fieldMatch(body).tail < 517.5, if (attribute(nsite_sourceid) in [178, 4106, 1163, 925, 4604, 1623, 19880, 345, 6499, 225, 206, 961, 11128, 20710, 775, 2141, 17095, 422, 65, 17036, 4878, 8954, 5331, 3199, 1424, 11609, 5150, 13706, 18676, 7571, 3237, 11723, 5906, 39, 157, 13673, 3685, 9107, 1980, 17083, 713, 234, 9320, 5130, 18739, 1024, 6100, 10663, 7773, 19919, 5728, 5559, 4248, 7201, 3376, 2583, 16981, 17189, 4164, 1518, 6830, 3263, 2975, 1523, 7626, 1435, 9547, 4681, 244, 9887, 2230, 19659, 5395, 1705, 5200, 16982, 11529, 18485, 7307, 1672, 3678, 17465, 18182, 4977, 96088, 14711, 1599, 18565, 20233, 2266, 5335, 1668, 17014, 3294, 15800, 6796, 3487, 7316, 5691, 8619, 4151, 1175, 20428, 365, 361, 4496, 9178, 5090, 3531, 18247, 6483, 5504, 5987, 10734, 5862, 7389, 1117, 3525, 20232, 6385, 17108, 20191, 4167, 5110, 17156, 1149, 1206, 20290, 8613, 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11156, 3751, 11703, 6180, 8818, 6726, 7873, 3003, 3876, 19975, 10065], -0.0012287, if (fieldMatch(abstract).completeness < 0.9501715, if (attribute(nsite_sourceid) in [178, 4106, 376, 4604, 345, 225, 206, 961, 775, 17095, 422, 8954, 3199, 7571, 39, 3095, 1980, 3183, 713, 18739, 1024, 10663, 5728, 5559, 7201, 3376, 17189, 1518, 3263, 2975, 7626, 21266, 9887, 19659, 16982, 18485, 3413, 7307, 1672, 3678, 17465, 4977, 1599, 20233, 2266, 1668, 17014, 3294, 5691, 4151, 365, 11229, 6483, 5504, 5987, 10734, 3525, 17108, 20191, 5110, 17156, 6912, 543, 1149, 1206, 3998, 5950, 5845, 1316, 5692, 8021, 5156, 17038, 4882, 96027, 4096, 10402, 20943, 8620, 4340, 5627, 4657, 421, 9372, 20875, 3565, 5182, 11436, 5137, 17141, 5509, 1021, 11613, 3272, 7078, 18493, 5695, 7522, 4607, 3912, 430, 8427, 7239, 4119, 17462, 1721, 7167, 3571, 7515, 17493, 9818, 5288, 9407, 9538, 5104, 1730, 265, 579, 17184, 7300, 3970, 5237, 4586, 6034, 9361, 5743, 4243, 17402, 19072, 9970, 19742, 7403, 9090, 18729, 7177, 5031, 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9096, 15017, 10346, 18202, 8628, 7992, 5125, 17190, 5576, 3331, 17126, 6236, 12460, 4890, 9352, 1827, 3126, 15032, 3873, 11408, 6976, 3363, 17172, 19092, 8099, 10842, 7965, 19382, 2011, 15754, 5738, 6394, 7124, 7695, 10831, 10851, 9360, 15192, 7486, 3878, 20332, 5027, 12577, 17405, 10488, 10215, 9464, 9103, 1743, 3349, 3628, 6014, 11618, 11880, 7658, 2440, 14749, 5337, 7534, 3906, 9683, 8434, 8899, 5165, 19763, 17024, 10544, 10465, 4648, 5664, 6694, 9403, 1663, 12893, 15425, 9596, 3367, 11283, 10448, 10279, 14864, 4526, 9659, 3256, 10125, 5144, 7282, 7400, 2051, 6366, 19309, 17022, 18196, 12350, 4829, 10188, 8877, 10863, 7697, 10395, 3271, 17398, 236, 7526, 7624, 11076, 9412, 4212, 3738, 9391, 6611, 5431, 3845, 9283, 10449, 8979, 4189, 18506, 12067, 9974, 1066, 19317, 8064, 8085, 10681, 18494, 8234, 5318, 8997, 9813, 5277, 20386, 8022, 11274, 96044, 734, 10263, 4824, 10361, 11105, 19804, 11558, 9935, 8470, 10784, 16679, 9272, 3820, 8866, 11502, 10076, 6337, 9480, 3948, 6648, 7458, 9301, 6382, 8088, 18996, 7580, 18563, 11182, 10227, 19304, 10371, 3762, 15674, 9137, 7291, 19170, 9129, 9383, 1231, 10258, 7723, 4198, 8750, 7728, 4154, 19104, 19142, 7623, 7257, 5696, 9514, 11727, 9867, 4448, 866, 4970, 20121, 10276, 9762, 9065, 8809, 14181, 10541, 11715, 8499, 8368, 11882, 9332, 9597, 8037, 18157, 3986, 19114, 18281, 2198, 10754, 10717, 8665, 8605, 4551, 18581, 17113, 17112, 9598, 8001, 7459, 4089, 8466, 19295, 10752, 7050, 19272, 7844, 9604, 1474, 14980, 6722, 5899, 17129, 10051, 18461, 8812, 10167, 19974, 10971, 19169, 10550, 9289, 9278, 4166, 19307, 11136, 10718, 10429, 10839, 8683, 11560, 8112, 5333, 7530, 8119, 8252, 19595, 10447, 8684, 10300, 6515, 9691, 4098, 3963, 18497, 18095, 10446, 923, 4867, 9378, 7031, 8573, 19185, 12884, 17044, 11760, 14866, 8830, 20253, 4132, 8180, 19690, 4365, 11620, 4577, 9874, 20366, 10926, 11661, 10593, 5243, 19195, 5142, 19250, 9088, 8674, 5154, 9063, 9477, 12887, 11178, 9827, 10629, 17094, 10706, 3679, 6677, 8428, 19570, 19291, 5650, 14740, 19127, 10944, 8475, 4426, 18465, 9944, 19431, 6594, 11009, 1718, 7223, 18460, 11034, 5965, 5827, 9787, 96072, 10913, 7578, 20192, 10148, 18501, 7521, 8517, 8410, 19228, 7165, 9474, 11026, 3541, 8004, 10123, 8269, 11242, 10094, 4605, 8991, 3417, 20989, 3278, 19660, 11338, 9522, 10527, 19241, 18242, 4295, 9013, 6655, 8251, 9483, 8494, 10406, 96075, 10530, 8953, 8710, 8753, 2281, 4497, 6449, 10766, 3956, 8522, 18939, 9008, 2523, 3654, 20331, 6689, 5034, 6831, 10150, 4623, 4035, 4202, 10177, 15746, 11496, 9951, 6564, 11478, 7475, 10171, 6501, 9417, 10675, 6531, 8465, 9979, 19594, 14517, 8685, 638, 7048, 9040, 17178, 9661, 19071, 17535, 11467, 10556, 5010, 9946, 19141, 3769, 5139, 4840, 7480, 8755, 20190, 11156, 5169, 11753, 4873, 19273, 8467, 21324, 9899, 19567, 19517, 8818, 18986, 5794, 7873, 10542, 7894, 10081, 3003, 20367, 10882, 19975, 10065, 6486, 10025, 4120], if (fieldTermMatch(abstract,4).occurrences < 12.5, if (attribute(nsite_sourceid) in [919, 1163, 17322, 20709, 961, 13719, 9637, 8638, 420, 10946, 775, 422, 65, 6127, 2, 1682, 20938, 7571, 39, 18258, 17528, 6962, 9240, 4008, 9371, 3605, 9107, 17148, 6357, 713, 3093, 9320, 11483, 5130, 3615, 5029, 7773, 3275, 5385, 11057, 4164, 5529, 22, 6488, 3086, 7626, 5754, 4162, 3248, 19972, 9217, 1309, 7393, 3413, 3055, 7307, 14360, 17465, 995, 17517, 7834, 17489, 3145, 6660, 5617, 2266, 2474, 5335, 17014, 4558, 3616, 3085, 20291, 6444, 7067, 6760, 374, 4062, 583, 4496, 9178, 10071, 18247, 3847, 5504, 5987, 245, 6595, 8699, 2977, 96077, 17108, 3141, 543, 3232, 7277, 8021, 7188, 8313, 96027, 2974, 4096, 18248, 8135, 3288, 8939, 20350, 1509, 1204, 17043, 3624, 9804, 3644, 337, 4657, 8957, 4649, 3218, 6052, 14528, 20875, 8767, 3565, 8405, 18489, 9481, 4024, 11983, 17416, 6381, 7599, 3476, 4461, 7374, 6048, 10934, 3386, 3351, 10848, 4911, 18493, 19664, 1338, 6978, 4165, 7522, 4607, 4354, 17462, 4001, 6115, 18577, 11177, 4155, 2892, 3404, 18099, 17493, 3102, 3555, 8071, 9615, 9407, 4316, 18261, 19887, 18184, 5104, 6886, 9701, 4184, 17414, 5982, 10419, 4568, 10670, 5999, 3418, 265, 4457, 7300, 6082, 5382, 6530, 9822, 4477, 6812, 9846, 7603, 1986, 7904, 17411, 5234, 5403, 7769, 5435, 3813, 20556, 8047, 9090, 18729, 8863, 6103, 8952, 19812, 19723, 18920, 18601, 4059, 5325, 8304, 6435, 11287, 9975, 5756, 3313, 10208, 3156, 11247, 6623, 9368, 17496, 16975, 8578, 9341, 5032, 8263, 2579, 10569, 10502, 9831, 7396, 17203, 8194, 7484, 8839, 1909, 7430, 20183, 2434, 4296, 18210, 4860, 10273, 10571, 6033, 17193, 8295, 10418, 3475, 17175, 18201, 1978, 10942, 4535, 7935, 7976, 10375, 10782, 7842, 8897, 20944, 7116, 10713, 6619, 8244, 17408, 11568, 11068, 17547, 6533, 6652, 9773, 15017, 10346, 18202, 5125, 5576, 3331, 17126, 12460, 1827, 3126, 3873, 17172, 19092, 7965, 2011, 5738, 6394, 7695, 10831, 9360, 3878, 5027, 17405, 10488, 10215, 9464, 3349, 6014, 11618, 11880, 7658, 2440, 5337, 3906, 5165, 17024, 10465, 4648, 5664, 6694, 1663, 15425, 9596, 3367, 10279, 14864, 9659, 3256, 7400, 2051, 17022, 4829, 8877, 10863, 3271, 7526, 7624, 3738, 6611, 9283, 12067, 9974, 1066, 19317, 8064, 18494, 5318, 8997, 4824, 19804, 9935, 3820, 10076, 6337, 9480, 3948, 8088, 18996, 18563, 11182, 19304, 3762, 15674, 1231, 10258, 7723, 8750, 7728, 4154, 19142, 7257, 9514, 4448, 866, 8809, 14181, 10541, 11715, 11882, 9332, 8037, 8605, 18581, 9598, 8001, 4089, 19295, 7050, 19272, 9604, 17129, 10051, 10167, 19974, 10971, 10550, 9289, 11136, 10718, 10839, 11560, 8112, 8252, 10447, 8684, 10300, 6515, 9691, 19185, 12884, 14866, 4365, 20366, 19195, 5142, 9088, 8674, 5154, 9063, 12887, 11178, 3679, 5650, 14740, 8475, 4426, 9944, 6594, 5965, 18501, 8517, 8410, 19228, 9474, 3541, 8004, 11242, 8991, 9522, 18242, 4295, 6655, 8251, 9483, 96075, 10530, 8753, 2281, 4497, 8522, 3654, 20331, 6689, 5034, 4202, 6564, 10171, 9417, 6531, 9979, 19594, 11467, 5010, 19141, 3769, 5139, 4840, 7480, 8755, 11156, 5169, 11753, 8467, 18986, 5794, 10542, 7894, 10882, 19975, 10065, 6486, 10025], if (fieldMatch(abstract).significance < 0.7286996, -1.281E-4, if (attribute(nsite_sourceid) in [1163, 9637, 8638, 420, 10946, 2, 1682, 18258, 6962, 9240, 713, 9320, 3275, 5385, 5529, 6488, 3086, 5754, 4162, 19972, 7393, 14360, 7834, 3145, 6660, 2266, 5335, 17014, 4558, 3616, 6444, 7067, 6760, 4062, 583, 10071, 18247, 3847, 5504, 8699, 2977, 17108, 3141, 543, 8021, 8313, 96027, 4096, 18248, 3288, 1509, 1204, 9804, 3644, 337, 4657, 6052, 14528, 20875, 18489, 9481, 4024, 11983, 17416, 3476, 4461, 7374, 6048, 10934, 3351, 10848, 4911, 18493, 19664, 6978, 4165, 4607, 4354, 6115, 4155, 3404, 18099, 17493, 3102, 3555, 8071, 9615, 5104, 6886, 9701, 4184, 4568, 10670, 5999, 265, 6082, 4477, 9846, 7904, 9090, 18729, 6103, 18601, 5756, 3313, 11247, 16975, 10569, 10502, 9831, 8194, 8839, 1909, 4296, 4860, 6033, 3475, 1978, 4535, 7935, 7976, 7842, 8897, 7116, 10713, 11568, 6533, 10346, 5576, 3873, 17172, 5738, 17405, 9464, 11618, 7658, 3906, 17024, 3256, 7400, 7624, 9974, 1066, 19317, 8064, 9935, 6337, 8088, 18563, 4154, 8605, 9598, 9289, 11560, 9691, 12884, 3679, 19228, 9483], -0.0067495, -0.00108)), if (fieldMatch(title).earliness < 0.929905, -3.628E-4, if (fieldMatch(body).weightedAbsoluteOccurrence < 0.0921111, if (attribute(nsite_sourceid) in [156, 483, 23, 974, 1623, 19880, 336, 27, 15, 1785, 2445, 4878, 3199, 3697, 1424, 21402, 5784, 7803, 2052, 57, 20596, 9046, 17491, 13673, 1178, 4248, 2583, 2280, 4276, 5520, 6830, 3263, 1146, 3683, 17463, 6878, 2230, 5395, 1705, 95058, 6144, 6456, 7476, 4401, 4977, 5082, 3424, 1028, 3561, 19766, 15800, 17033, 10533, 5691, 3226, 8619, 4570, 365, 5633, 3907, 19886, 15131, 3525, 6076, 1818, 1149, 17144, 5845, 13489, 1796, 1316, 7460, 4451, 11888, 14991, 3676, 5156, 6858, 17038, 4882, 21133, 4955, 3796, 9295, 7891, 9241, 5627, 11507, 4404, 4806, 17526, 10559, 8705, 5352, 7499, 5270, 6424, 15726, 17364, 4899, 9958, 17158, 4119, 20487, 4476, 3544, 5774, 17025, 17404, 17177, 17495, 3111, 9246, 7418, 9818, 5326, 9694, 17121, 11611, 10943, 17490, 17153, 8669, 579, 8524, 10297, 8886, 12359, 17166, 8031, 5131, 12944, 3790, 9084, 19124, 5441, 5659, 4580, 6406, 8406, 7177, 19113, 17319, 11328, 5069, 10697, 8648, 10277, 5025, 10450, 10795, 10370, 16990, 7826, 7507, 8838, 1431, 17122, 4967, 4621, 1937, 19313, 14958, 2437, 7676, 3763, 6708, 2423, 5160, 5360, 9081, 5419, 10869, 15658, 9311, 9096, 6236, 11408, 6976, 3363, 10842, 19382, 15754, 10851, 7486, 20332, 1743, 9683, 8434, 8899, 10544, 9403, 11283, 10448, 4526, 10125, 6366, 18196, 12350, 7697, 10395, 11076, 4212, 9391, 5431, 3845, 8979, 4189, 8085, 8234, 9813, 5277, 96044, 8470, 10784, 11502, 7458, 9301, 6382, 7580, 10371, 7291, 19170, 19104, 5696, 11727, 10276, 9762, 9065, 9597, 3986, 19114, 18281, 7459, 8466, 7844, 1474, 14980, 18461, 8812, 19307, 8683, 19595, 4098, 3963, 18497, 10446, 923, 9378, 7031, 8573, 17044, 8830, 20253, 4132, 11620, 10926, 11661, 5243, 17094, 19127, 10944, 18460, 5827, 10913, 11026, 10123, 10094, 3417, 20989, 3278, 11338, 10527, 19241, 9013, 10406, 8953, 8710, 9008, 2523, 6831, 10150, 4035, 9951, 11478, 14517, 7048, 9040, 17178, 19273, 9899, 19517, 20367, 4120], -0.0012, if (fieldMatch(body).earliness < 0.9974911, if (fieldMatch(abstract).earliness < 0.9693229, 7.158E-4, if (firstPhase < 0.5790499, if (fieldMatch(title).significance < 0.2947379, -0.002421, if (attribute(nsite_sourceid) in [6208, 4604, 6705, 95006, 4209, 17392, 1552, 6265, 7472, 13, 11609, 18676, 20567, 3903, 19865, 1980, 3183, 3988, 18739, 3100, 4709, 244, 19973, 1672, 96088, 19777, 1668, 19769, 3487, 3233, 18728, 17391, 5110, 10835, 5692, 7487, 6534, 2367, 7190, 5678, 7544, 5424, 4066, 9671, 11436, 10746, 3366, 19884, 5629, 4921, 3571, 17011, 7428, 9538, 14296, 8667, 11474, 9135, 3491, 6617, 17395, 10256, 6041, 3115, 17468, 3503, 865, 9978, 17481, 17116, 11634, 5920, 8628, 7992, 4890, 15032, 12577, 19763, 5144, 19309, 8022, 10263, 4198, 8499, 10754, 8665, 19169, 9278, 4166, 8180, 9477, 19570, 11034, 7521], 9.063E-4, 0.0104122)), 6.123E-4)), -6.193E-4)), if (attribute(nsite_sourceid) in [178, 376, 95072, 6208, 156, 99, 23, 974, 1623, 19880, 6705, 345, 27, 206, 95006, 17392, 15, 1785, 1552, 75, 4878, 3199, 3697, 7637, 13, 18676, 3237, 5784, 20567, 7803, 2052, 3903, 9046, 17491, 13673, 19865, 1980, 234, 1178, 18739, 3100, 5962, 7268, 2583, 95003, 2280, 4276, 5520, 1146, 3683, 17463, 580, 4709, 244, 6878, 95058, 2057, 1672, 7476, 5082, 1028, 3980, 1668, 3561, 19769, 17033, 3487, 7316, 10533, 4570, 5129, 3907, 19886, 1117, 3525, 5110, 17156, 1818, 1149, 13489, 1796, 1316, 7460, 5140, 3676, 5156, 17038, 2264, 4882, 6534, 3796, 3935, 9295, 2367, 7190, 4713, 346, 5678, 4815, 6490, 5424, 3955, 17526, 10559, 4066, 9671, 5270, 3500, 3965, 3366, 15726, 4899, 19884, 3912, 17158, 4119, 20487, 4476, 17011, 17495, 7418, 9818, 5326, 4074, 9694, 17121, 14296, 579, 18830, 10297, 12359, 9361, 14824, 19410, 8031, 3790, 8667, 11474, 7403, 5441, 17400, 9135, 19105, 3117, 19134, 9380, 7177, 17319, 17395, 5654, 5069, 10697, 17047, 6041, 10450, 16990, 17468, 8730, 1431, 17122, 10656, 4621, 14958, 5160, 10820, 10904, 3467, 5920, 7992, 4890, 15032, 11408, 8099, 9103, 3628, 8899, 19763, 10544, 12893, 4526, 19309, 10188, 236, 11076, 8085, 9813, 11274, 10263, 6648, 6382, 9383, 4198, 5696, 9867, 4970, 10276, 9762, 9065, 8499, 8368, 9597, 3986, 18281, 8665, 7459, 7844, 6722, 19307, 7530, 8119, 18497, 8573, 17044, 19690, 4577, 9827, 19570, 9787, 10527, 9951, 7475, 638], -0.0018775, 0.0084225)))), if (attribute(nsite_sourceid) in [23, 4604, 1623, 19880, 6705, 336, 206, 95006, 4209, 17392, 2445, 1552, 6265, 3697, 7472, 7637, 6245, 1424, 21402, 13, 18676, 3237, 20567, 2052, 57, 3903, 20596, 13673, 19865, 9107, 1980, 3183, 234, 10239, 1178, 3988, 18739, 3100, 5962, 7773, 7268, 2583, 95003, 4276, 5520, 6830, 3263, 1146, 3683, 17463, 580, 9547, 4709, 244, 2230, 5395, 19973, 95058, 6144, 2057, 1672, 7476, 3678, 4401, 4977, 5082, 3424, 1028, 3980, 1668, 3561, 19769, 19766, 15800, 17033, 7316, 3233, 10533, 5691, 3226, 20428, 4570, 7751, 5633, 742, 5129, 3907, 18728, 1117, 3525, 8699, 17391, 5110, 6076, 17156, 1818, 1149, 10835, 17144, 5845, 13489, 1316, 7460, 4451, 11888, 5692, 14991, 8871, 5140, 7487, 4225, 3676, 5156, 17038, 2264, 4882, 6534, 21133, 4955, 3935, 9295, 2367, 8135, 7891, 3288, 4713, 20350, 346, 7544, 5627, 11507, 4404, 3955, 17526, 10559, 21466, 4066, 9671, 9512, 9481, 13314, 5352, 7499, 3476, 4492, 5270, 10746, 3500, 3965, 3272, 3366, 17364, 4899, 5629, 4165, 3912, 4921, 17158, 4313, 4476, 3544, 3571, 17011, 17404, 17177, 17495, 3695, 3111, 9246, 9818, 5326, 4074, 9538, 9694, 11611, 10943, 4184, 10060, 17490, 10670, 5999, 265, 17153, 8669, 579, 3198, 18830, 10297, 12359, 9361, 14824, 17166, 19410, 8031, 5131, 5435, 12944, 9084, 17402, 8667, 11474, 7403, 5441, 17400, 9135, 19105, 3117, 19134, 4580, 6406, 7177, 17319, 6617, 11328, 5599, 10473, 17395, 5325, 5069, 10256, 10697, 8648, 10277, 748, 17047, 6041, 10450, 10795, 10370, 3115, 16990, 17468, 7507, 8730, 1431, 18550, 17122, 8839, 8994, 2434, 10656, 4621, 1937, 19313, 3503, 2437, 9978, 17481, 7676, 3763, 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(elementCompleteness(abstract).fieldCompleteness < 0.0021316, 0.0115176, -6.667E-4)), if (fieldTermMatch(abstract,2).occurrences < 3.5, if (attribute(nsite_sourceid) in [178, 6705, 345, 175, 95006, 521, 803, 2154, 5331, 979, 3903, 20596, 6962, 3605, 4163, 17083, 17480, 3062, 495, 19919, 1435, 5482, 16982, 3657, 7307, 16971, 17465, 4401, 2474, 5335, 5687, 3226, 1278, 5944, 4185, 10071, 3168, 17391, 1818, 10835, 17109, 17038, 8313, 2264, 2367, 8135, 7891, 1509, 19064, 5627, 8417, 3218, 9481, 1021, 6917, 9958, 7285, 17462, 7428, 2892, 3162, 3102, 9615, 18261, 9694, 7180, 6886, 20361, 4586, 6530, 16976, 1986, 12359, 10640, 19091, 17319, 19165, 9675, 17030, 9286, 7484, 4860, 9081, 10713, 8216, 11568, 9776, 5474, 12506, 20000, 2440, 9403, 3256, 6366, 3271, 11076, 11386, 10449, 8979, 8234, 9480, 10597, 8665, 8605, 17113, 7050, 20597, 9507, 8991], 0.0010048, 0.0148447), if (attribute(nsite_sourceid) in [178, 345, 95006, 521, 803, 3697, 243, 9648, 39, 17491, 247, 3103, 96078, 5385, 4276, 1146, 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10863, 5525, 7459, 19974, 19307, 8180, 19690, 11703], -0.0053824, if (fieldMatch(abstract).tail < 1558.5, 0.0018227, -0.0037129)), if (elementCompleteness(title).completeness < 0.5923295, if (attribute(nsite_sourceid) in [178, 1623, 10458, 54, 225, 27, 13719, 15, 1552, 17036, 6265, 3697, 5113, 1424, 3575, 20596, 17083, 11483, 1178, 3426, 5559, 7941, 2280, 4164, 3086, 9547, 14360, 6029, 6456, 7476, 5082, 3424, 5687, 1278, 7751, 10734, 17144, 5084, 4451, 96027, 20350, 17043, 3624, 20143, 3218, 3476, 3272, 17364, 4001, 21394, 9443, 10297, 10370, 4967, 7828, 7935, 10321, 7257, 6494, 8683, 9063, 8692, 3854], -0.001374, 0.0127698), if (attribute(nsite_sourceid) in [6208, 156, 974, 77, 27, 95006, 17392, 13719, 1785, 9552, 3575, 5559, 7941, 2280, 3263, 3086, 7307, 6029, 6456, 4558, 5687, 4062, 5090, 3525, 543, 13489, 6858, 17038, 96027, 3968, 20350, 4815, 20143, 5627, 10934, 4001, 17011, 17160, 21394, 10297, 10370, 7116, 10867, 4707, 6014, 6694, 5525, 9209, 11607, 9477], -0.0086612, 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5289, 5899, 8552, 17129, 10102, 4720, 11516, 8812, 19974, 10971, 6934, 9278, 2182, 7093, 15606, 11889, 10839, 8683, 8112, 7530, 10582, 2238, 10447, 10700, 8684, 10300, 6398, 9691, 8716, 6110, 4098, 10986, 18095, 923, 4867, 7031, 8573, 19185, 12884, 20597, 14866, 8830, 20253, 8180, 19690, 4365, 8879, 7868, 4003, 20621, 9874, 9003, 596, 8293, 10926, 10593, 4668, 10439, 5142, 4678, 8674, 5154, 9477, 19143, 9827, 17094, 10706, 3679, 6677, 8428, 5650, 14740, 19127, 10944, 6859, 8475, 8663, 18465, 10415, 19121, 8692, 8282, 19431, 6594, 11009, 7223, 18460, 11034, 4129, 96072, 10913, 10819, 4233, 3516, 20192, 9917, 7521, 7632, 8410, 19228, 9474, 3541, 6583, 10123, 8269, 11242, 9697, 8991, 3417, 7962, 20989, 19660, 11150, 2135, 3854, 2067, 11253, 10527, 19241, 18242, 19967, 6655, 19343, 8251, 5267, 9483, 10406, 4465, 10530, 8710, 2281, 6449, 10766, 3956, 7783, 7566, 8256, 21, 8503, 6765, 3654, 6689, 5034, 6831, 10150, 4035, 9550, 10177, 11496, 11478, 7475, 3989, 6501, 10675, 6531, 11110, 14517, 638, 9040, 8374, 17178, 2936, 9661, 6630, 19120, 7830, 19071, 17535, 11467, 10556, 5010, 3769, 4840, 7480, 20190, 11156, 3751, 4530, 11753, 4873, 19273, 11703, 9871, 8467, 9798, 6180, 19911, 9899, 19567, 6616, 19517, 8818, 4302, 19247, 10043, 7873, 9812, 10542, 7894, 10081, 11758, 10882, 19975, 10065, 7714, 6486, 4120, 8975], if (fieldMatch(abstract) < 0.8701472, if (nativeRank < 0.3639242, if (firstPhase < 0.5316187, if (fieldMatch(abstract) < 0.869416, if (fieldMatch(body) < 0.8677923, -3.214E-4, 0.0073884), if (attribute(nsite_sourceid) in [4106, 5575, 376, 95072, 19880, 1465, 6705, 345, 175, 54, 20709, 4209, 5102, 17392, 944, 2141, 422, 17036, 75, 8954, 2, 6265, 3697, 1854, 6245, 1682, 1424, 1055, 243, 17140, 20938, 13706, 5784, 590, 7803, 39, 2052, 57, 3903, 157, 18773, 19865, 4765, 6030, 3605, 5446, 1092, 8959, 247, 17147, 11635, 3183, 17480, 9320, 18739, 1024, 96078, 7268, 3376, 16981, 95003, 11057, 11473, 1518, 4905, 6488, 3263, 1523, 4162, 580, 3248, 1184, 2230, 19659, 5395, 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10863, 17398, 4189, 5525, 17167, 9867, 10447], -0.0198679, 0.0083711)), if (attribute(nsite_sourceid) in [5575, 95072, 4604, 1623, 1465, 6705, 336, 345, 175, 6499, 206, 4209, 5102, 17392, 9637, 1785, 2445, 20710, 775, 2141, 422, 17036, 6127, 75, 4878, 8954, 5331, 3697, 1854, 7637, 6245, 1682, 1424, 1055, 243, 17140, 20938, 5150, 4297, 13706, 18676, 590, 20567, 2052, 3903, 17528, 157, 19865, 4765, 6030, 10815, 5446, 1092, 247, 17147, 11635, 17083, 6357, 713, 17480, 9320, 18739, 1024, 5029, 3100, 96078, 7268, 5559, 3376, 2583, 16981, 95003, 17189, 1715, 11057, 11473, 4164, 5520, 4905, 6488, 3263, 5012, 10031, 1523, 5072, 4162, 580, 1435, 3248, 20895, 5482, 21266, 4681, 244, 4942, 5395, 5200, 16982, 11365, 3413, 6130, 7307, 6144, 715, 6029, 2057, 6456, 17465, 8965, 96088, 3145, 6361, 18565, 5496, 1668, 17014, 3561, 19766, 3085, 7316, 3233, 6444, 4339, 4062, 1175, 20428, 7751, 5633, 11229, 5821, 10071, 18247, 10734, 18859, 3525, 2977, 4325, 15711, 3774, 4167, 1818, 1342, 1766, 6949, 3998, 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3100, 7268, 5559, 3376, 2583, 16981, 11057, 11473, 4164, 5520, 4905, 6488, 3263, 10031, 5072, 4162, 580, 3248, 21266, 4681, 5395, 5200, 11365, 7307, 715, 6029, 2057, 17465, 96088, 3145, 6361, 18565, 3561, 19766, 3085, 3233, 4339, 1175, 20428, 7751, 11229, 5821, 10071, 18247, 10734, 3525, 2977, 4325, 15711, 3774, 4167, 6949, 3998, 10265, 10194, 1750, 18205, 4451, 17485, 14991, 5156, 4353, 17109, 8313, 21133, 3796, 3935, 18248, 9295, 21415, 18259, 17369, 19064, 4241, 4406, 9241, 421, 9449, 3955, 18489, 1003, 9159, 9481, 9031, 17492, 17048, 17111, 6048, 10746, 3386, 6025, 7234, 4899, 103, 8355, 4222, 7522, 4607, 430, 17158, 8717, 17462, 6115, 18577, 7167, 17495, 7515, 5555, 3404, 10686, 8283, 7418, 4761, 3555, 9615, 9407, 9538, 19887, 4184, 11504, 10419, 6191, 17015, 8990, 17184, 7300, 3970, 3198, 3855, 6530, 6814, 9846, 7603, 7775, 14824, 9222, 11589, 6027, 7399, 3813, 12944, 3213, 8506, 18578, 19105, 3937, 5805, 5283, 4191, 6406, 8406, 7177, 4796, 7763, 17319, 16989, 10473, 17395, 5654, 6562, 4059, 11582, 10615, 4421, 21002, 5756, 11247, 16990, 8558, 4135, 4744, 5789, 11508, 5364, 18547, 8263, 17030, 15108, 16984, 2484, 10130, 17122, 7396, 8194, 8994, 5595, 18210, 8826, 1006, 4621, 14958, 2437, 17193, 8295, 1011, 17513, 11648, 3822, 9305, 20944, 4574, 7116, 18613, 17408, 5920, 4521, 5256, 17097, 4890, 1827, 3363, 6014, 5337, 19763, 10321, 15425, 3256, 17188, 7282, 19309, 4829, 5990, 3271, 7624, 7261, 3348, 7902, 2029, 3221, 8470, 8866, 10597, 8665, 4035], -0.0147967, -3.338E-4), 0.0095834)), if (attribute(nsite_sourceid) in [178, 4106, 95072, 6208, 23, 4604, 19880, 6705, 336, 77, 345, 20709, 15, 9637, 1785, 20710, 8553, 17095, 6127, 5331, 1424, 11609, 5408, 590, 3575, 39, 2052, 9046, 17528, 157, 6809, 17491, 18773, 19865, 4765, 3605, 10815, 9107, 5446, 7493, 1092, 8959, 11635, 17083, 3183, 10239, 9320, 18739, 1024, 3615, 3062, 3100, 96078, 4248, 7201, 3275, 16981, 5385, 17189, 1715, 11057, 11473, 4164, 5520, 1518, 6830, 3263, 5012, 10031, 5754, 19100, 19177, 1435, 20895, 244, 1184, 2230, 19659, 8652, 5440, 11529, 7393, 6609, 6277, 7307, 6456, 96088, 3447, 3717, 3917, 3145, 5496, 2474, 5335, 17182, 3561, 19769, 19766, 7316, 3233, 5687, 6760, 1278, 6138, 20428, 361, 7751, 5633, 1251, 5129, 19886, 18859, 3525, 2977, 20191, 5110, 17156, 6912, 1342, 3232, 9705, 20290, 1766, 9556, 4210, 1562, 1796, 1316, 6858, 17109, 2974, 3796, 3935, 9357, 18248, 3658, 3288, 18259, 11698, 4713, 1509, 19064, 1204, 17043, 3624, 5678, 4241, 4657, 5424, 9372, 6052, 14528, 8609, 1739, 3565, 4806, 1003, 21466, 10596, 9512, 19928, 4024, 96076, 6546, 4461, 17492, 7374, 10934, 5704, 11613, 19896, 3386, 6649, 6025, 7234, 19884, 21467, 8924, 103, 4222, 7285, 3912, 10992, 3648, 3200, 8717, 7789, 4476, 900, 7167, 17025, 6631, 17011, 3162, 1031, 9246, 8283, 4356, 8071, 4052, 9615, 9536, 6713, 4074, 9274, 7066, 18184, 3999, 7490, 4184, 9835, 17490, 10670, 6191, 17015, 8990, 7300, 3198, 7651, 3855, 18830, 6814, 7603, 1986, 12359, 8031, 4243, 6210, 7769, 11589, 5435, 12944, 10640, 2079, 5441, 18578, 17400, 19584, 3491, 6406, 9380, 6103, 9316, 7177, 19812, 6617, 5654, 5325, 10697, 21002, 7350, 9975, 10450, 4478, 11247, 10795, 18197, 17323, 16990, 8558, 5789, 5364, 18547, 1431, 11728, 9286, 17466, 8194, 17146, 8994, 1909, 7430, 2434, 4296, 8826, 6304, 1937, 4775, 17204, 2437, 1949, 9978, 1011, 11648, 3763, 15821, 7935, 9588, 9907, 10782, 18613, 9952, 5920, 10577, 5742, 4521, 5478, 7388, 7947, 3137, 3363, 7115, 7965, 19382, 1330, 20332, 5027, 2440, 19763, 5123, 14864, 11757, 8916, 7427, 10125, 7282, 3258, 3271, 7261, 9283, 10449, 5525, 18508, 5810, 5277, 2029, 9762, 11369, 11491, 11173, 5362, 8605, 18581, 8812, 10971, 6934, 10582, 8573, 14866, 20253, 8180, 7868, 10439, 9477, 19660, 7566, 3654, 17535, 5010, 4120], if (fieldMatch(abstract).completeness < 0.9502432, if (attribute(nsite_sourceid) in [23, 19880, 336, 77, 345, 9637, 1785, 20710, 8553, 5331, 1424, 11609, 5408, 3575, 2052, 9046, 17528, 17491, 19865, 4765, 3605, 10815, 5446, 7493, 1092, 8959, 17083, 9320, 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11173, 5362, 8605, 18581, 7868], -0.0192375, 0.0012029), -0.0169087), 0.0110708)), if (attribute(nsite_sourceid) in [178, 5575, 376, 95072, 6208, 483, 23, 4604, 1623, 19880, 6705, 77, 345, 175, 54, 6499, 20709, 206, 17392, 15, 9637, 1785, 11128, 944, 8553, 775, 2141, 17095, 422, 65, 17036, 75, 8954, 5331, 2, 6265, 1854, 17127, 7637, 5113, 6245, 1424, 1055, 11609, 20938, 5150, 13706, 18676, 10802, 3237, 590, 20567, 7803, 3575, 5906, 39, 57, 18258, 9046, 17528, 157, 6809, 17491, 7204, 6030, 3605, 9107, 5446, 8959, 247, 17083, 6357, 3183, 713, 10239, 9320, 11483, 1024, 3615, 495, 7773, 7268, 5728, 5559, 4248, 7201, 2583, 3275, 16981, 5385, 95003, 17189, 4164, 1518, 4905, 3263, 10031, 1523, 5072, 4162, 20895, 5482, 21266, 244, 4942, 9217, 5395, 8652, 5200, 16982, 8923, 11365, 7393, 6609, 3413, 6130, 7307, 6144, 2057, 6456, 1672, 17465, 7834, 96088, 3424, 3717, 3917, 3145, 11969, 1599, 6361, 1028, 5496, 1668, 17182, 17014, 19769, 19766, 6796, 3487, 6444, 5687, 3226, 6760, 4062, 1278, 1175, 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(attribute(nsite_sourceid) in [4604, 9637, 11128, 775, 17095, 17036, 1854, 17127, 7637, 5113, 6245, 1055, 5150, 13706, 3237, 7803, 3575, 5906, 39, 18258, 17528, 17491, 7204, 6030, 17083, 6357, 3183, 713, 10239, 1024, 7773, 5559, 7201, 2583, 16981, 5385, 17189, 4905, 10031, 5072, 4162, 20895, 9217, 5395, 5200, 16982, 8923, 11365, 6609, 3413, 7307, 6144, 2057, 17465, 7834, 3424, 3145, 11969, 1599, 6361, 1028, 1668, 17182, 17014, 19769, 19766, 6796, 3226, 6760, 4062, 1278, 1175, 9482, 6138, 20428, 7751, 20001, 1251, 18247, 5129, 17075, 19886, 4325, 15711, 3774, 5110, 3232, 20290, 6949, 3998, 1750, 18205, 1316, 17527, 4451, 17485, 5692, 14991, 5140, 4225, 6858, 8313, 6534, 21133, 4096, 3935, 18690, 9295, 3658, 21415, 3288, 1204, 17043, 7544, 4657, 5951, 11507, 9372, 20875, 18489, 4066, 9159, 9481, 17416, 96076, 2858, 9031, 4461, 17048, 6048, 10934, 10746, 1021, 11613, 19896, 3965, 6649, 9030, 6424, 3366, 7234, 10160, 4911, 21467, 8447, 1338, 584, 4222, 7522, 17162, 4607, 3912, 11228, 8427, 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1465, 6705, 336, 77, 175, 54, 20709, 206, 4209, 5102, 17392, 15, 9637, 11128, 2445, 20710, 944, 65, 6127, 8954, 5331, 2, 6265, 3697, 17127, 1682, 18856, 243, 17140, 11609, 5150, 4297, 10802, 5784, 5408, 20567, 7803, 5906, 57, 3903, 18258, 9046, 6809, 17491, 18773, 19865, 3605, 9107, 7493, 1092, 8959, 247, 17147, 11635, 6357, 3183, 17480, 10239, 11483, 18739, 3615, 3062, 5029, 3100, 495, 96078, 7773, 5728, 7201, 3275, 95003, 1715, 11057, 11473, 4164, 5520, 4905, 6488, 5012, 5072, 5754, 4162, 580, 19100, 19177, 1435, 3248, 20895, 5482, 21266, 4681, 244, 1184, 2230, 4942, 19659, 9217, 5395, 8652, 5200, 5440, 8923, 11529, 11365, 7393, 6609, 3413, 6277, 6130, 715, 2057, 6456, 1672, 3678, 8965, 7834, 3447, 14711, 3424, 3717, 3917, 11969, 18565, 1028, 3980, 5496, 2474, 5335, 17182, 17014, 3561, 19769, 7316, 6444, 5687, 3226, 11663, 6760, 4062, 3225, 9482, 361, 9178, 1251, 5821, 5090, 10071, 5129, 17075, 245, 10734, 19886, 3525, 2977, 6385, 15711, 3774, 20191, 4167, 17156, 6912, 1342, 1149, 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11889, 7530, 8830, 19194], -0.0224537, 2.53E-5)), if (fieldMatch(abstract).tail < 438.5, if (attribute(nsite_sourceid) in [4106, 99, 19880, 336, 175, 2154, 1552, 2, 6265, 3697, 7472, 13, 20938, 7571, 3575, 2052, 6809, 9240, 19865, 7204, 10815, 17083, 713, 3988, 5029, 7773, 3426, 19919, 5728, 7201, 3376, 1518, 13327, 1146, 1523, 5072, 17463, 3620, 1184, 9217, 5395, 1705, 8652, 5200, 945, 3055, 6277, 14360, 715, 6029, 19582, 7841, 6456, 1672, 7476, 3616, 5858, 5118, 9482, 20428, 4570, 7751, 4185, 742, 1251, 3531, 3907, 3168, 6595, 18728, 15131, 8699, 11252, 3232, 1206, 9556, 10194, 5084, 18205, 1316, 17527, 8021, 8871, 7487, 1147, 7265, 96027, 20943, 3658, 2367, 18169, 3288, 18259, 8939, 20350, 1204, 17043, 11507, 9449, 8609, 8405, 1003, 5182, 21466, 9159, 9512, 9481, 6164, 3831, 8094, 8705, 7599, 7499, 4492, 7374, 5509, 17111, 7136, 3965, 21467, 18493, 8924, 103, 5185, 7285, 17162, 5564, 3648, 1721, 18577, 7167, 6631, 17404, 4155, 3162, 10686, 18099, 7418, 9818, 8071, 9615, 9407, 19887, 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2749, 3278, 10207, 8710, 9951], -0.0101797, if (fieldMatch(abstract).tail < 640.5, if (attribute(nsite_sourceid) in [95072, 483, 6705, 54, 95006, 4209, 9637, 420, 10946, 775, 21402, 2052, 247, 17083, 3093, 11483, 5130, 1024, 3376, 5385, 5477, 1715, 5520, 1523, 218, 1435, 21266, 9887, 6144, 6029, 3678, 3447, 5496, 19769, 6796, 17033, 3233, 5858, 9482, 6138, 11229, 1251, 4237, 6483, 1117, 15131, 8699, 15711, 6076, 6949, 4210, 18249, 1750, 5253, 21074, 3658, 7891, 19064, 7544, 5951, 11507, 3443, 9159, 13314, 3476, 9030, 6025, 19884, 7285, 9324, 20487, 6631, 9667, 2892, 3695, 3111, 17493, 17187, 5288, 8071, 9615, 597, 9538, 9182, 19308, 4568, 8990, 3198, 9443, 7651, 8703, 4243, 5065, 2079, 8790, 5805, 5283, 9316, 5031, 5069, 11576, 17496, 18500, 10586, 7392, 4218, 4958, 17324, 3503, 5826, 3822, 9588, 10782, 9179, 3607, 3331, 8577, 3363, 10867, 10493, 6264, 7658, 14749, 5772, 10465, 9243, 12350, 7624, 2972, 5248, 2745, 4261, 11502, 7877, 15391, 578, 4970, 9332, 10202, 9976, 10845, 4577, 8674, 6916, 19065, 6765, 11455], -0.007182, 0.0054562), if (attribute(nsite_sourceid) in [5575, 95072, 17322, 1623, 6705, 345, 420, 3199, 11609, 13706, 9046, 2880, 247, 17148, 11635, 6357, 3093, 5130, 3380, 3426, 4248, 5385, 95003, 4889, 3263, 21266, 244, 9887, 4942, 3413, 7307, 6456, 10744, 17489, 8853, 3424, 3917, 307, 3085, 5687, 4339, 5858, 5633, 742, 5870, 3497, 8366, 5129, 3847, 7389, 18728, 543, 10835, 6949, 3998, 7946, 1316, 19155, 11888, 3796, 8135, 7891, 7544, 9241, 6490, 18503, 3218, 10559, 19928, 13314, 5352, 19896, 18214, 8447, 5629, 6978, 4222, 4165, 4921, 5453, 7428, 4155, 3555, 17187, 5288, 597, 17121, 7490, 17015, 6899, 9487, 19138, 12359, 8670, 5131, 19105, 448, 9380, 18601, 11209, 19165, 17468, 5789, 8838, 10502, 9286, 11175, 3122, 8826, 1949, 5826, 18201, 7235, 10489, 9179, 5209, 17383, 9864, 10346, 20706, 6236, 3126, 10394, 10779, 1155, 9103, 1743, 6752, 11880, 5165, 5772, 9508, 11283, 5412, 8329, 9626, 8426, 17398, 7624, 8979, 18506, 7654, 734, 10263, 16679, 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9040, 2936, 9661, 6630, 19120, 19071, 11467, 10556, 19141, 11707, 7480, 19194, 8755, 20190, 11156, 10408, 4530, 2551, 4873, 19273, 11703, 9871, 8467, 9798, 6180, 19567, 6616, 19517, 18986, 16046, 4302, 5794, 10043, 7873, 6706, 9812, 6077, 9746, 10081, 11072, 3876, 20367, 19975, 7714, 6486, 6597, 8074, 4120, 8975], if (fieldMatch(abstract).occurrence < 0.3653571, if (fieldMatch(body).significantOccurrence < 0.2246441, if (fieldMatch(body).occurrence < 0.2059777, if (attribute(nsite_sourceid) in [11546, 5575, 19890, 974, 1465, 77, 6499, 521, 961, 5102, 8817, 8638, 2445, 20710, 10946, 944, 8553, 775, 2141, 2154, 6127, 75, 8954, 3199, 7472, 1854, 17127, 7637, 243, 13, 20938, 3708, 4297, 9648, 10802, 3237, 979, 2880, 7382, 17491, 9240, 3605, 10815, 9107, 5446, 8959, 17147, 17480, 3093, 11483, 18739, 5029, 3380, 3426, 19919, 7268, 5728, 3275, 16981, 5385, 95003, 1494, 2280, 4889, 4164, 4276, 5529, 22, 6830, 6488, 5012, 19900, 10031, 7626, 5754, 4162, 580, 5282, 21266, 4681, 244, 19972, 1184, 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7223, 18460, 11034, 10819, 8034, 3174, 9917, 8517, 2749, 8004, 8269, 11242, 7962, 20989, 11150, 9522, 2067, 11253, 4295, 19967, 5267, 8494, 4465, 10530, 8953, 2281, 10766, 3956, 18939, 9008, 8256, 8503, 6765, 2523, 20331, 10145, 4035, 11496, 3989, 6501, 11110, 9979, 6955, 2936, 19120, 11707, 7480, 20190, 11156, 10408, 2551, 4873, 11703, 9871, 8467, 9798, 6616, 18986, 5794, 10043, 6706, 6077, 11072, 3876, 20367, 19975, 7714, 6597], if (fieldTermMatch(abstract,1).occurrences < 14.5, if (attribute(nsite_sourceid) in [11546, 1465, 6499, 961, 5102, 8817, 944, 2141, 8954, 3199, 7472, 17127, 243, 20938, 3708, 10802, 7382, 17491, 3605, 10815, 9107, 17147, 3093, 11483, 18739, 3380, 3426, 5385, 95003, 1494, 2280, 4164, 22, 6488, 5012, 10031, 7626, 4162, 580, 21266, 4681, 19972, 1184, 9217, 5440, 945, 11529, 6277, 7841, 6456, 4401, 14711, 8853, 19777, 3145, 6660, 18565, 3980, 5687, 11663, 8619, 3745, 4151, 1175, 742, 9178, 3497, 8366, 245, 18728, 17108, 17028, 15711, 2380, 7494, 1818, 3232, 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7268, 5728, 3275, 4889, 5529, 5754, 5282, 8652, 3055, 6144, 16971, 96088, 3717, 4339, 6760, 4062, 5118, 365, 20001, 1251, 5870, 10734, 4167, 5084, 4451, 9357, 10402, 5424, 421, 3252, 4806, 9512, 3476, 4461, 11613, 18214, 7078, 9958, 4921, 5564, 3621, 11177, 1073, 17177, 14296, 1730, 3454, 18830, 3587, 7904, 19410, 5603, 4842, 3842, 3117, 5283, 18729, 448, 18601, 4528, 5616, 18209, 16975, 18197, 10748, 8730, 2579, 3470, 865, 7235, 11595, 3467, 17383, 6652, 7992, 5125, 3873, 17172, 8801, 8314, 4636, 19763, 3897, 10544, 1663, 9627, 4526, 8329, 5144, 19309, 5117, 734, 9927, 9137, 6494, 9597, 10289, 3986, 9248, 19193, 18581, 7050, 19272, 14980, 3950, 19566, 10102, 10051, 7093, 19595, 7868, 10439, 8674, 5154, 9477, 19570, 5058, 9917, 4295, 8494, 9871], -2.72E-4, 0.008673))), if (attribute(nsite_sourceid) in [5575, 19890, 77, 8638, 2445, 20710, 10946, 8553, 2154, 6127, 75, 7637, 13, 4297, 9648, 3237, 2880, 9240, 10815, 5446, 8959, 17480, 19919, 16981, 1494, 4889, 4276, 5529, 6830, 6488, 5012, 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7271, 10202, 6934, 8940, 10700, 18095, 4365, 5243, 9507, 6916, 3417, 10527, 19065, 4035, 5465], -0.0059385, if (fieldMatch(abstract).segmentProximity < 0.5051049, -0.0024833, if (attribute(nsite_sourceid) in [95072, 6208, 919, 99, 1623, 10458, 175, 20709, 225, 95006, 747, 15, 420, 20710, 2141, 4878, 2, 5113, 6245, 1682, 243, 21402, 13, 10802, 590, 57, 9046, 17528, 5446, 1980, 713, 234, 3615, 3062, 495, 95003, 1494, 3683, 3657, 995, 1028, 307, 3487, 5691, 6138, 5944, 365, 5633, 8366, 3525, 6912, 1149, 18249, 7265, 9357, 18248, 10402, 8939, 20143, 421, 9671, 9159, 19928, 5352, 7374, 19896, 3272, 7011, 3836, 17414, 5982, 17019, 10670, 11168, 3587, 6814, 1986, 7403, 729, 18578, 6103, 5535, 4528, 5141, 11196, 4478, 9368, 7826, 5364, 16984, 96074, 10789, 177, 9978, 3822, 4535, 9179, 11068, 17097, 10867, 18215, 6197, 15192, 16969, 17393, 19822, 10283, 4648, 5664, 6694, 14864, 5879, 3258, 7469, 3845, 18506, 1066, 5059, 5318, 18508, 3713, 19804, 7690, 11543, 19304, 3762, 19170, 5638, 7728, 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17044, 7868, 9003, 5243, 3679, 11943, 21], -0.0042713, if (fieldMatch(title).earliness < 0.8480769, if (attribute(nsite_sourceid) in [6208, 919, 1623, 225, 27, 95006, 8638, 420, 11128, 20710, 422, 4878, 21402, 3237, 5906, 57, 17528, 4765, 7204, 1980, 3183, 3062, 1346, 3086, 19100, 19659, 5200, 19973, 8923, 16971, 7476, 995, 3447, 8853, 1028, 5496, 2266, 1668, 19769, 7067, 11663, 5944, 5633, 4496, 3847, 17075, 19886, 18859, 15131, 96077, 17108, 1342, 1206, 1766, 17144, 9556, 1796, 1316, 11888, 7277, 5156, 5052, 21074, 10402, 20943, 20143, 10559, 9123, 21466, 9030, 103, 5064, 4354, 4155, 5555, 5326, 18726, 17414, 17019, 11168, 7651, 1407, 9822, 19410, 8031, 5603, 4842, 10640, 20395, 18578, 19105, 8863, 11576, 8436, 5025, 18209, 6041, 18500, 18197, 7826, 5402, 3949, 5032, 18547, 17030, 96074, 1909, 8807, 20183, 18591, 17193, 1011, 7828, 7935, 7976, 10375, 5360, 6880, 9179, 4574, 10869, 6937, 15658, 11068, 9864, 9520, 5576, 7947, 7115, 10867, 20333, 7675, 436, 12577, 10323, 4410, 11880, 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13, 11609, 10802, 3237, 590, 57, 3903, 17528, 17491, 4765, 234, 3615, 495, 1075, 95003, 1435, 9547, 5282, 3055, 3657, 6144, 715, 7476, 17517, 17489, 1028, 5335, 3487, 4339, 361, 5633, 1251, 8366, 3141, 9556, 18249, 5084, 4451, 21271, 5692, 14991, 5052, 3935, 7891, 17043, 3624, 20143, 5627, 4649, 421, 4404, 9123, 4066, 6546, 17141, 7374, 19896, 4899, 103, 7285, 3912, 19883, 5453, 3162, 9009, 11168, 3198, 3587, 6812, 1986, 17166, 18185, 9135, 5283, 8863, 9022, 10697, 5141, 10254, 6041, 10795, 17323, 7625, 3066, 7826, 16984, 9375, 10789, 5205, 20638, 3503, 7187, 4669, 7235, 2423, 5419, 9179, 18613, 6937, 15658, 8800, 9864, 5478, 7947, 7115, 10867, 3866, 5027, 9455, 10323, 17393, 11880, 8608, 3906, 19763, 10321, 4648, 10679, 12893, 9596, 14864, 20173, 5353, 3258, 9391, 6611, 5431, 1066, 3749, 8234, 5318, 11042, 734, 9935, 8509, 7690, 10076, 11646, 11543, 17195, 19304, 3762, 7728, 1083, 9005, 4229, 9758, 4970, 10276, 11002, 11882, 19301, 18281, 6640, 1895, 8116, 17021, 5641, 10607, 17129, 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4905, 5012, 10031, 4162, 9547, 4709, 4681, 244, 4942, 19973, 18485, 715, 2057, 6456, 7476, 7834, 918, 20233, 5496, 2266, 1668, 15800, 6796, 17033, 3085, 4151, 3225, 1278, 9482, 7751, 6442, 10071, 17075, 19886, 15131, 6385, 96077, 5110, 6076, 7494, 1342, 3232, 1206, 4210, 5084, 4451, 21271, 7188, 5156, 11645, 7854, 5052, 21074, 17109, 17038, 21133, 2974, 9357, 3968, 20350, 1204, 5678, 4340, 18499, 337, 4406, 20143, 5951, 6052, 9449, 8405, 4806, 18489, 4066, 3443, 9512, 4109, 6164, 5270, 7136, 10934, 10160, 9958, 7011, 584, 4921, 17158, 4313, 17462, 7789, 6115, 1721, 7167, 9667, 1073, 17177, 4155, 17495, 7253, 1031, 8071, 9895, 4316, 9274, 9538, 7490, 9795, 9701, 10670, 4457, 11168, 8990, 9487, 6082, 5382, 3855, 4586, 10297, 6812, 6034, 9846, 5743, 19410, 17411, 8048, 5435, 11275, 17402, 14917, 3842, 17400, 19584, 3117, 4383, 8089, 5659, 4191, 9380, 9316, 7177, 19723, 10610, 5031, 16989, 18920, 11310, 11582, 10762, 8057, 10277, 11287, 5756, 10573, 6041, 10208, 8821, 5020, 7625, 5789, 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(fieldMatch(body).weightedOccurrence < 0.0436932, if (attribute(nsite_sourceid) in [178, 4106, 95072, 483, 23, 19880, 336, 77, 345, 54, 225, 206, 4209, 5102, 17392, 6782, 8817, 944, 775, 2154, 3199, 9552, 3180, 17140, 20938, 4297, 18676, 7803, 3575, 39, 20596, 9046, 157, 6030, 3605, 247, 17148, 11635, 9320, 5029, 3263, 19900, 10031, 2975, 7626, 5072, 5754, 580, 9887, 2230, 9217, 11529, 2057, 7834, 3145, 5496, 2474, 15800, 3616, 4508, 3487, 5687, 10533, 11663, 1278, 6117, 5821, 3497, 18247, 5129, 5987, 245, 10734, 19886, 6595, 1117, 11233, 17156, 4516, 3998, 18249, 5084, 1562, 11888, 11545, 7854, 6534, 21133, 3796, 8939, 1509, 1204, 17043, 346, 8620, 18499, 5655, 4815, 337, 20143, 10042, 18503, 4806, 17526, 11983, 2858, 17141, 7374, 3386, 2104, 16250, 15726, 17364, 19884, 5629, 1338, 4921, 430, 7428, 7515, 7253, 3404, 9246, 9568, 17493, 3102, 9895, 4074, 18726, 4316, 7066, 7387, 9182, 9701, 10943, 17414, 10060, 5982, 265, 8669, 11168, 3198, 5743, 17411, 5234, 7769, 19133, 6027, 5435, 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-0.007022, if (elementCompleteness(body).completeness < 0.5033765, -1.051E-4, -0.002742)), 0.0049506), if (attribute(nsite_sourceid) in [5575, 376, 17322, 1623, 6705, 336, 54, 225, 27, 521, 5102, 9637, 420, 20710, 2154, 422, 17036, 4878, 5331, 3697, 1854, 9552, 6245, 1424, 13706, 5784, 979, 590, 20567, 7803, 20596, 18258, 157, 9240, 4008, 18773, 9371, 4765, 6030, 3605, 10815, 9107, 247, 17147, 17148, 3093, 5130, 1024, 3062, 5962, 7773, 19919, 7201, 3376, 16981, 1346, 11057, 7941, 5520, 1518, 5529, 6830, 3263, 5012, 3086, 1146, 5754, 4162, 20895, 21266, 244, 9887, 1705, 8652, 19973, 16982, 8923, 11529, 7393, 18485, 6609, 95058, 6130, 3678, 8965, 4977, 17489, 11969, 6660, 1599, 6361, 1028, 2266, 2474, 17014, 3294, 3561, 19766, 15800, 3616, 3085, 4508, 20291, 10533, 4339, 3226, 6760, 8619, 374, 1278, 583, 5633, 9178, 4237, 10071, 3497, 8366, 3847, 17075, 5504, 4344, 19886, 18728, 1117, 20232, 2977, 96077, 4325, 11233, 20191, 4167, 11252, 1818, 6912, 1342, 1149, 17071, 9705, 3998, 9556, 5084, 4451, 17485, 17484, 19155, 11888, 5964, 14991, 7188, 5156, 11645, 5052, 21074, 17109, 2974, 4096, 4955, 3796, 18690, 17090, 9295, 10402, 3658, 8135, 7190, 1204, 3624, 9804, 5678, 18499, 7544, 5655, 4406, 4657, 8957, 10042, 18503, 421, 4404, 9449, 3955, 4806, 18489, 5182, 17526, 21466, 10596, 11436, 19928, 4109, 6164, 11983, 5352, 3476, 6546, 4461, 17048, 7374, 5509, 5270, 17111, 10746, 11613, 6649, 2104, 9030, 6025, 7234, 16250, 18214, 3351, 19884, 8447, 103, 4245, 5185, 4645, 584, 11228, 4921, 430, 5564, 9324, 18622, 4313, 8717, 7789, 6115, 4476, 3571, 5774, 3836, 11177, 17177, 7515, 5555, 7253, 3162, 9568, 7418, 3555, 17187, 4356, 4316, 7066, 9538, 14296, 9608, 5104, 6886, 7490, 9795, 9701, 10943, 4184, 17414, 19308, 7864, 1730, 4568, 10670, 6191, 5999, 265, 3454, 3970, 5237, 9487, 5382, 2847, 8886, 4477, 10120, 7603, 7775, 12359, 14824, 5743, 19410, 5234, 8031, 7769, 19275, 6027, 5065, 11275, 12944, 3842, 20395, 2079, 19742, 729, 5441, 9135, 19105, 3117, 17181, 4383, 3491, 8089, 19134, 5283, 5659, 8863, 4580, 4191, 8406, 16874, 4796, 18572, 8952, 19113, 19091, 17319, 5599, 18920, 9942, 6562, 90, 11310, 4528, 11576, 5616, 8067, 8057, 8648, 21002, 748, 17047, 18209, 4870, 4478, 17323, 4135, 10586, 10748, 9356, 4744, 8578, 5625, 9341, 7392, 7826, 5402, 6584, 8700, 18547, 7176, 10569, 9831, 11728, 4157, 18550, 10130, 7396, 96074, 10789, 8839, 8994, 1909, 7430, 11175, 5595, 4296, 8826, 10656, 6304, 5205, 20638, 4958, 177, 9841, 10273, 19313, 3592, 17461, 935, 10077, 8295, 10418, 6454, 4669, 19679, 1978, 10275, 7235, 17328, 17413, 10384, 2423, 5160, 9588, 9907, 7054, 3520, 10375, 3600, 5360, 10782, 17116, 9081, 20944, 5209, 10869, 3467, 15658, 9952, 6619, 8244, 8800, 11568, 5920, 17547, 6652, 9773, 3607, 10107, 8628, 3681, 17190, 7322, 7687, 5576, 17097, 17126, 1456, 6236, 9352, 1827, 15032, 10394, 5474, 6976, 3363, 5686, 10842, 2893, 3866, 15724, 17029, 17406, 7541, 19382, 11111, 1330, 7695, 18575, 20333, 8314, 1155, 436, 3878, 10538, 4707, 10323, 9665, 10185, 17393, 10056, 3628, 18173, 10283, 2440, 5337, 2667, 7534, 3906, 962, 8899, 11468, 5165, 19763, 3897, 5772, 10321, 4648, 3482, 15425, 9508, 10448, 14864, 4526, 5879, 7427, 17188, 5144, 2051, 9112, 19309, 966, 3258, 11053, 8426, 11701, 5990, 10188, 8877, 10863, 17398, 236, 7526, 7261, 11076, 9391, 9561, 4418, 19184, 4153, 9043, 6611, 7902, 10449, 2972, 8979, 18506, 9641, 12067, 9974, 19317, 7021, 10013, 8085, 7654, 5059, 7614, 18494, 5318, 9149, 11117, 3713, 17142, 3221, 8431, 20386, 734, 19804, 16679, 15954, 96082, 4517, 7937, 7690, 10076, 6337, 19188, 11543, 6428, 15391, 17195, 11182, 10227, 10371, 3762, 9137, 9129, 1231, 9868, 7723, 7728, 19104, 19139, 7257, 10111, 4229, 9867, 12123, 9758, 20121, 8809, 14181, 19226, 8368, 11882, 8504, 10631, 4692, 8037, 11491, 3986, 11173, 18281, 19193, 5508, 8928, 4551, 17113, 17112, 9598, 8001, 19295, 10752, 19272, 7844, 9604, 19125, 5484, 9564, 6722, 3950, 6537, 19566, 17129, 10202, 6934, 18243, 4166, 19307, 7093, 11136, 15606, 10429, 5276, 19162, 9570, 9355, 19499, 5333, 9630, 10447, 10700, 6398, 9691, 6110, 7901, 18095, 6330, 19205, 14866, 8830, 4132, 4365, 7662, 596, 8293, 6044, 6601, 10439, 96045, 19250, 9088, 9063, 19143, 17094, 10620, 19656, 19570, 14740, 3037, 19127, 4426, 10415, 9944, 8692, 19431, 1718, 7223, 18460, 4129, 96072, 10913, 8701, 8512, 3516, 20192, 8517, 8410, 19228, 7165, 8004, 8269, 9697, 4605, 8991, 7962, 19660, 9522, 11253, 19241, 6655, 19343, 5267, 4465, 96075, 4497, 10766, 3956, 8522, 18939, 7566, 9008, 21, 10155, 8503, 6765, 18464, 2523, 10537, 5034, 6831, 4202, 9550, 15746, 19725, 11496, 9951, 7475, 9979, 3928, 14517, 8685, 6955, 8374, 19120, 7830, 17535, 5139, 8755, 11753, 19231, 11703, 7605, 9871, 8467, 9798, 6180, 19911, 5794, 6726, 10043, 6077, 7894, 11758, 19975, 10065, 7714, 8975], if (fieldMatch(abstract).head < 9.5, if (attribute(nsite_sourceid) in [376, 17322, 6705, 225, 9637, 420, 2154, 17036, 4878, 3697, 9552, 1424, 7803, 20596, 9240, 4008, 3605, 9107, 17148, 3062, 7201, 3376, 11057, 7941, 5520, 6830, 4162, 21266, 1705, 8652, 7393, 18485, 6609, 6130, 8965, 4977, 17489, 6660, 1599, 3294, 3561, 19766, 3085, 4508, 4339, 3226, 374, 1278, 3497, 8366, 3847, 5504, 4344, 18728, 1117, 2977, 96077, 11233, 4167, 11252, 6912, 1342, 9556, 4451, 17485, 17484, 14991, 7188, 11645, 17109, 4096, 17090, 10402, 3658, 8135, 1204, 3624, 5678, 5655, 4657, 8957, 10042, 18503, 421, 4404, 9449, 4806, 5182, 17526, 19928, 4109, 6164, 11983, 6546, 17048, 7374, 17111, 10746, 7234, 18214, 19884, 584, 11228, 5564, 18622, 4313, 8717, 7789, 6115, 4476, 3571, 11177, 17177, 5555, 7253, 3162, 9568, 7418, 7066, 9538, 7490, 10943, 19308, 3454, 3970, 2847, 4477, 7603, 12359, 14824, 19410, 7769, 19275, 5065, 11275, 2079, 729, 5441, 9135, 17181, 3491, 5283, 5659, 4191, 16874, 18920, 90, 11310, 4528, 748, 17047, 18209, 17323, 4744, 7392, 6584, 18547, 7176, 10569, 9831, 11728, 18550, 7396, 96074, 8994, 7430, 11175, 5595, 4296, 8826, 6304, 10273, 17461, 8295, 10418, 6454, 4669, 19679, 10275, 17413, 2423, 5160, 9588, 10375, 3600, 5360, 17116, 20944, 5209, 3467, 9952, 11568, 5920, 10107, 17190, 5576, 17097, 1456, 6236, 1827, 15032, 2893, 17029, 7695, 18575, 8314, 1155, 10538, 2440, 7534, 5772, 15425, 10448, 4526, 7427, 17188, 9112, 19309, 5990, 10188, 9043, 10449, 2972, 8085, 18494, 8431, 16679, 96082, 4517, 6337, 7723, 9867, 12123, 8504, 5508, 8928, 9604, 6537, 6934, 18243, 19162, 18095, 8830, 9951, 9871, 8467, 5794], -0.0082701, 9.56E-5), -1.467E-4), if (fieldMatch(abstract).head < 27.5, if (attribute(nsite_sourceid) in [4106, 11546, 95072, 156, 483, 345, 6499, 17392, 747, 803, 8817, 944, 775, 8954, 3199, 6265, 7637, 5113, 1682, 21402, 3708, 9648, 3237, 3903, 17528, 6962, 19865, 3685, 3095, 7493, 1980, 4163, 5029, 495, 6100, 10663, 3426, 7268, 4248, 17189, 1715, 1494, 4276, 4905, 13327, 7626, 5482, 2230, 9217, 11365, 16971, 6029, 995, 10744, 3424, 19777, 1668, 17182, 17033, 6444, 7067, 4151, 1175, 9482, 6138, 365, 361, 6442, 4496, 5821, 18247, 5987, 6385, 17108, 17028, 15711, 3774, 2380, 1298, 1750, 7854, 4882, 3935, 20943, 2367, 1509, 19064, 17043, 346, 4340, 5627, 4649, 20875, 8405, 1003, 10559, 9123, 3443, 10916, 17416, 96076, 8094, 6381, 8098, 7499, 6048, 3386, 3500, 3272, 21467, 5629, 1338, 8355, 6978, 7522, 4354, 4752, 3200, 900, 17025, 3621, 6631, 17160, 4155, 17495, 2892, 1031, 3111, 17493, 9615, 9407, 9274, 3999, 5982, 17019, 17032, 6814, 17411, 8670, 6210, 19133, 8667, 19688, 8047, 8506, 9090, 18578, 9380, 1927, 7177, 9700, 5325, 8304, 11209, 10615, 3156, 11247, 17657, 3115, 8558, 5020, 431, 9675, 3321, 5640, 2579, 9375, 17466, 18591, 8396, 4218, 14958, 1011, 7828, 6708, 10904, 6880, 7842, 8540, 8897, 11595, 18613, 6937, 8216, 17408, 12218, 9311, 18202, 5742, 4521, 5256, 20706, 12460, 3126, 5241, 8197, 7947, 19092, 15754, 10851, 6197, 8801, 7675, 20332, 17405, 10215, 11378, 6014, 11618, 11880, 7658, 9683, 17024, 10679, 1663, 3367, 17381, 10279, 11757, 7282, 19107, 11590, 7697, 9736, 3348, 5117, 4189, 8234, 10846, 3889, 8022, 11274, 10361, 11558, 9480, 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9787, 8701, 18501, 9917, 8004, 10123, 10207, 10145, 11455, 11703], 0.0034741, 0.0154131)))), if (attribute(nsite_sourceid) in [4106, 11546, 5575, 1163, 17322, 4604, 6499, 95006, 5102, 747, 6782, 420, 2445, 20710, 10946, 8553, 17095, 2154, 422, 65, 8954, 3199, 3697, 9552, 3180, 1682, 1055, 18856, 17140, 13, 11609, 5150, 13706, 5784, 5906, 2052, 57, 18258, 9046, 6962, 157, 17491, 18773, 19515, 13673, 19865, 3095, 3605, 9107, 7493, 1980, 4163, 11635, 3183, 123, 17480, 9320, 11483, 3988, 18739, 3615, 3062, 5824, 6100, 5962, 96078, 10663, 7268, 4248, 3275, 16981, 95003, 1346, 5477, 4889, 4276, 22, 19900, 3086, 2975, 17031, 3683, 1523, 5754, 4162, 580, 19100, 3620, 244, 2230, 4942, 19659, 3883, 1309, 16982, 11365, 7393, 6609, 14360, 2057, 1672, 7476, 3678, 8965, 7834, 4977, 96088, 918, 3917, 11969, 6660, 6361, 20233, 3980, 5496, 2266, 5335, 17182, 307, 4558, 3561, 19769, 19766, 17033, 7067, 6760, 374, 4151, 3225, 1278, 583, 9482, 6138, 365, 4185, 4496, 11229, 9178, 4237, 3497, 8366, 3847, 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8652, 5200, 3413, 3055, 6277, 16971, 19582, 7476, 3678, 96088, 14711, 17489, 3424, 19777, 3980, 5617, 5496, 1668, 17182, 19769, 19766, 3233, 5691, 11663, 5944, 365, 361, 7751, 5633, 5129, 3907, 3168, 19886, 3774, 20191, 2380, 543, 20290, 4516, 13489, 1562, 7460, 4451, 5964, 7487, 11645, 4353, 7265, 21133, 2974, 3968, 21415, 18169, 11698, 1644, 17043, 5678, 4340, 4241, 5655, 3644, 4815, 7356, 10042, 18503, 3218, 4404, 9449, 4790, 17034, 10559, 3443, 8705, 5352, 8098, 5137, 3476, 6546, 10934, 10746, 3386, 3965, 6424, 16250, 6917, 9958, 8447, 8924, 5629, 4645, 8355, 10992, 4354, 17158, 8427, 9324, 8717, 4119, 17462, 6115, 1721, 17011, 17404, 17495, 3162, 3111, 17493, 3102, 4356, 8071, 5326, 9895, 9055, 6713, 7066, 3999, 6886, 4184, 19308, 1730, 10419, 18098, 10670, 6191, 17153, 8669, 17015, 579, 17184, 18187, 6082, 20361, 4586, 2273, 6812, 9846, 5743, 17411, 5234, 4243, 5403, 8048, 5131, 8422, 12944, 9084, 17402, 14917, 20556, 7403, 8506, 19105, 3937, 3117, 18729, 448, 6406, 6103, 16874, 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-0.0012019), if (fieldMatch(title).significance < 0.1073694, 0.0010168, 0.0113176)), if (attribute(nsite_sourceid) in [376, 1163, 4604, 1623, 6705, 336, 4209, 13719, 803, 8817, 10946, 17095, 2154, 4878, 8954, 7472, 1682, 21402, 11609, 13706, 7571, 3237, 5408, 590, 7803, 3903, 2880, 157, 9240, 18773, 13673, 3685, 3605, 8959, 8214, 123, 3093, 9320, 11483, 1024, 6100, 5962, 96078, 10663, 7773, 3426, 5728, 7201, 5385, 11057, 7941, 4164, 1518, 5529, 6830, 2975, 580, 19100, 3620, 9887, 9217, 5395, 1705, 5440, 945, 1309, 8923, 11529, 7393, 18485, 6609, 6130, 3657, 6029, 6456, 1672, 18182, 8965, 7834, 918, 3917, 18565, 3561, 15800, 3616, 17033, 3085, 7067, 4339, 3226, 6760, 5858, 1278, 1175, 6117, 9482, 742, 1251, 3531, 3847, 5987, 245, 5862, 18859, 1117, 15131, 8699, 11233, 3141, 4167, 5110, 6076, 17156, 1818, 3232, 9705, 6949, 5950, 5845, 10265, 4210, 18249, 10194, 1316, 17527, 7277, 7188, 5156, 8313, 6534, 3796, 3935, 17090, 9295, 10402, 20943, 2367, 7891, 11698, 4713, 17369, 346, 9804, 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4163, 11635, 234, 17480, 5130, 3062, 5824, 6100, 5962, 96078, 7268, 3376, 2583, 17189, 1346, 11057, 1494, 7941, 4164, 4905, 22, 3263, 13327, 5012, 10031, 2975, 3683, 1523, 5072, 5754, 4162, 1435, 20895, 5482, 9547, 5282, 6878, 9217, 3883, 5440, 1309, 8923, 18485, 6609, 3055, 3657, 6144, 7841, 6456, 1672, 7834, 96088, 5082, 8853, 11969, 1599, 6361, 20233, 3980, 5496, 2474, 3561, 19766, 6796, 3487, 10533, 5691, 15445, 5858, 374, 4062, 1175, 20428, 5944, 365, 361, 6442, 20001, 11229, 5870, 3531, 5129, 4344, 10734, 19886, 18728, 6385, 17108, 4325, 20191, 5110, 6076, 1342, 17071, 9705, 20290, 1766, 3998, 13489, 10194, 18205, 17527, 19155, 7277, 5140, 7487, 7188, 11645, 21074, 17109, 2974, 9357, 3968, 18169, 7190, 1644, 17369, 1204, 1708, 5678, 18499, 17174, 337, 9241, 5627, 421, 9449, 3252, 8609, 4806, 1003, 5182, 9123, 9671, 9159, 11436, 9512, 4109, 3831, 6546, 4461, 5880, 7136, 6048, 5704, 11613, 6025, 6424, 8924, 5064, 19664, 4165, 11228, 430, 4313, 4752, 4119, 4001, 7789, 4476, 3544, 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5276, 11889, 19162, 8112, 10582, 10700, 19205, 10446, 4867, 10630, 3080, 9378, 12884, 20597, 7559, 4132, 19690, 7868, 20621, 7662, 20366, 6044, 10926, 7620, 19687, 10439, 5154, 9507, 9477, 11178, 6677, 3037, 19127, 5058, 8663, 7661, 8224, 4426, 8282, 18460, 11034, 9787, 10819, 8034, 9917, 8517, 8410, 2749, 11026, 10123, 20989, 19660, 2135, 11338, 3854, 7707, 19343, 8251, 9483, 10207, 3956, 8522, 18939, 20331, 10150, 6986, 11496, 10171, 8465, 3928, 3238, 19692, 2936, 9661, 11455, 11707, 4840, 19194, 8505, 10408, 19231, 7605, 8467, 6180, 10138, 19567, 17523, 16046, 19247, 6706, 19286, 7894, 9261, 20410, 7127, 8074, 10025], if (elementCompleteness(abstract).completeness < 0.5011999, if (attribute(nsite_sourceid) in [99, 20709, 13719, 6782, 75, 7637, 5113, 3180, 11609, 5150, 5784, 7382, 6809, 18773, 7204, 8959, 234, 3062, 96078, 7268, 3376, 2583, 17189, 1494, 4162, 20895, 9547, 9217, 5440, 6609, 6144, 6456, 7834, 96088, 5082, 1599, 6361, 20233, 3980, 2474, 19766, 6796, 10533, 15445, 5858, 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20709, 225, 95006, 13719, 6782, 420, 8553, 17095, 1552, 7637, 5113, 1424, 11609, 5150, 979, 3575, 6809, 4008, 9371, 8959, 4163, 234, 17480, 5130, 96078, 7268, 1346, 11057, 7941, 4164, 4905, 3263, 13327, 5012, 10031, 2975, 5072, 5754, 4162, 5440, 18485, 6609, 3657, 6456, 1672, 20233, 3980, 5496, 10533, 5691, 15445, 1175, 20428, 20001, 3531, 10734, 19886, 18728, 6385, 4325, 5110, 20290, 13489, 18205, 19155, 7277, 5140, 7188, 21074, 9357, 3968, 7190, 17369, 1708, 5678, 18499, 5627, 1003, 5182, 9671, 9159, 9512, 4109, 3831, 5880, 6048, 6025, 6424, 5064, 19664, 11228, 4001, 7167, 4155, 9568, 11504, 4568, 17490, 6191, 17153, 17184, 3198, 5382, 19138, 14824, 6027, 10234, 9970, 19742, 8506, 18185, 5805, 8089, 6406, 9316, 7177, 10253, 9022, 18920, 6562, 10256, 11576, 748, 19165, 3301, 9341, 7392, 4271, 96074, 17387, 8826, 2437, 17193, 6454, 17513, 11648, 7450, 4535, 7935, 9588, 10489, 10399, 11347, 16972, 5920, 3607, 10346, 9776, 19306, 17126, 11408, 5889, 1330, 6394, 10779, 20332, 4707, 6264, 10185, 8956, 14749, 5302, 3906, 15425, 5123, 10448, 19171, 5144, 8426, 16973, 5162, 5059, 3889, 4999, 8470, 96082, 9137, 10258, 7723, 19139, 12949, 4229, 7465, 17129, 8812, 6934, 9378, 19690, 20621, 20366, 4426, 8410], -0.0036952, 0.0025032), if (attribute(nsite_sourceid) in [376, 156, 54, 961, 944, 8553, 422, 5331, 6265, 1424, 5150, 18676, 5784, 3575, 7382, 6809, 18773, 9371, 7204, 11635, 3062, 6100, 5962, 3376, 2583, 17189, 1346, 11057, 1494, 7941, 4164, 4905, 13327, 10031, 2975, 3683, 1523, 5072, 5754, 1435, 20895, 5482, 9547, 5282, 6878, 3883, 5440, 1309, 8923, 18485, 3055, 3657, 6144, 7841, 1672, 7834, 96088, 5082, 8853, 11969, 6361, 3561, 19766, 6796, 3487, 10533, 15445, 374, 20428, 5944, 365, 361, 20001, 11229, 5870, 5129, 4344, 17108, 20191, 6076, 1342, 17071, 9705, 1766, 3998, 10194, 7277, 11645, 21074, 2974, 9357, 18169, 17369, 1204, 17174, 337, 9241, 9449, 8609, 5182, 9123, 11436, 4109, 6546, 4461, 7136, 6048, 5704, 11613, 6424, 430, 4313, 4752, 4119, 7789, 4476, 3544, 4155, 9568, 11061, 9536, 6713, 3999, 7490, 4184, 10060, 19308, 4568, 6191, 5999, 1407, 17032, 6812, 6034, 5563, 7904, 14824, 19133, 11589, 9465, 3813, 3790, 10234, 7403, 8047, 8506, 17181, 5805, 8089, 19134, 6406, 9316, 7177, 8952, 19812, 10253, 17319, 17395, 6669, 9842, 4059, 11576, 8057, 748, 17047, 5025, 10573, 3313, 11196, 10450, 3115, 3301, 4135, 9356, 17468, 8441, 8578, 7392, 8700, 8401, 17030, 10569, 15057, 9286, 17146, 8994, 20183, 18591, 2434, 4774, 17387, 8826, 4958, 177, 6033, 865, 17193, 9925, 10077, 10418, 17481, 1011, 11648, 7450, 4535, 17413, 7935, 7976, 9907, 3520, 10489, 9081, 11634, 10713, 11347, 15658, 16972, 14142, 6619, 8800, 5920, 12218, 4717, 6652, 10107, 10346, 710, 8628, 19306, 7322, 17097, 6236, 19096, 15032, 3873, 10394, 5474, 3363, 5889, 5686, 10842, 10867, 4638, 12506, 8580, 15754, 18575, 6197, 8801, 15192, 20332, 10538, 4636, 9665, 8956, 19822, 10283, 4410, 7658, 14749, 3906, 8434, 11468, 5165, 17024, 10465, 9243, 1663, 9596, 9508, 5123, 11757, 5412, 5353, 9659, 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8503, 18464, 6689, 6831, 10150, 4623, 4035, 4202, 9550, 10177, 19725, 6986, 11496, 11478, 3989, 5465, 6501, 9417, 10675, 7990, 8465, 11110, 9979, 19594, 3238, 19692, 638, 9040, 17178, 2936, 9661, 6630, 19120, 19071, 17535, 9946, 19141, 11707, 4840, 7480, 19194, 8755, 11156, 3751, 10408, 4530, 11753, 2551, 4873, 19273, 9871, 9798, 6180, 21324, 19567, 6616, 8818, 18986, 4302, 10043, 7873, 6706, 9812, 6077, 10542, 9746, 10081, 3003, 11758, 3876, 19975, 7714, 6486, 4120], if (fieldMatch(abstract).segmentDistance < 113.5, if (attribute(nsite_sourceid) in [4106, 5575, 919, 4604, 6705, 4209, 17392, 9637, 803, 6782, 11128, 10946, 17095, 8954, 3199, 17127, 3180, 1682, 17140, 11609, 9648, 3237, 20567, 7803, 11723, 9240, 4008, 19515, 6030, 3095, 17148, 6357, 3988, 3100, 10663, 5385, 1715, 4889, 6830, 6488, 5012, 1146, 17031, 3683, 17463, 218, 3248, 4709, 4681, 19659, 5395, 5440, 19973, 11365, 7841, 6456, 3678, 918, 3424, 3717, 17182, 4558, 19766, 15800, 3233, 6444, 11663, 583, 9482, 6138, 4185, 742, 9178, 10071, 3497, 5129, 3907, 10734, 7389, 8699, 11233, 3141, 5110, 6076, 11252, 1766, 8613, 3998, 5845, 10265, 18249, 1750, 5084, 1796, 17485, 8021, 3676, 11545, 5156, 7265, 10339, 18248, 10402, 3658, 2367, 7891, 21415, 4713, 1509, 19064, 1204, 346, 5678, 8620, 17174, 3644, 7356, 8417, 5951, 4649, 11507, 6052, 9449, 3955, 4790, 20875, 8767, 3565, 5182, 4066, 9671, 4109, 4024, 13314, 8705, 8098, 3476, 4492, 9031, 7374, 3965, 3272, 16250, 18214, 17364, 3351, 19884, 8447, 5629, 5185, 584, 6978, 7522, 11228, 10992, 3648, 18622, 4313, 19883, 7789, 4476, 1721, 7167, 17025, 3836, 11177, 17160, 1073, 17495, 7253, 3404, 1031, 3111, 9568, 17493, 3102, 8283, 9009, 3555, 17187, 8071, 9615, 9895, 9274, 7180, 17121, 9182, 5104, 4184, 17041, 11504, 17414, 5982, 7864, 10419, 17019, 17490, 10670, 4457, 17015, 579, 11168, 7300, 8524, 5237, 9487, 9443, 5382, 20361, 4586, 19138, 18830, 1407, 10297, 8886, 6812, 10120, 9728, 16976, 1986, 11495, 9361, 8703, 8773, 10594, 6210, 8048, 11589, 4842, 11275, 12944, 11474, 3213, 19688, 19124, 8047, 18578, 9135, 19105, 17181, 4383, 8089, 18729, 4580, 9380, 3881, 19723, 16989, 17395, 18601, 6435, 10277, 11287, 6635, 3313, 3156, 4478, 11247, 6623, 10795, 17323, 8736, 10586, 10748, 17468, 7507, 5032, 18547, 7176, 17030, 17470, 10502, 15057, 2484, 1431, 11728, 4157, 4271, 17466, 17122, 17203, 8194, 8839, 20183, 18591, 3122, 17387, 6707, 177, 1937, 17324, 4777, 19313, 6033, 1949, 8295, 7187, 9978, 17481, 3475, 2009, 7828, 15821, 7976, 2423, 9588, 5209, 4574, 3467, 16972, 8216, 9952, 17547, 6533, 18202, 5742, 5125, 19281, 5576, 17097, 4890, 11029, 5474, 6976, 17172, 7770, 10551, 10842, 3866, 17029, 7965, 1330, 18215, 18575, 9360, 1155, 10360, 18720, 12577, 10538, 1743, 5067, 18173, 11880, 7658, 5302, 10465, 4648, 3482, 12893, 15425, 5879, 3256, 5101, 7282, 6366, 19309, 17022, 19107, 10188, 11590, 17186, 7697, 6879, 7261, 4212, 11386, 3348, 4153, 9043, 5162, 2972, 18506, 9974, 5248, 7614, 8234, 5810, 2029, 3221, 20386, 96044, 18597, 734, 11105, 8470, 10784, 15954, 9927, 8509, 6337, 18996, 7580, 15391, 19304, 10371, 3762, 11511, 9127, 9868, 9209, 10258, 8737, 1083, 4154, 19104, 19142, 12949, 7273, 17167, 4229, 578, 12123, 9065, 11369, 11882, 6494, 19301, 9597, 11200, 11522, 10717, 8928, 17113, 17112, 19295, 9604, 19125, 9564, 5899, 17129, 10102, 4720, 10167, 9289, 8940, 2182, 6390, 15606, 5276, 11889, 19499, 10700, 10300, 6515, 9691, 6110, 6330, 8131, 17044, 8879, 7868, 5243, 9088, 5154, 9063, 9477, 11432, 8475, 8663, 19121, 10819, 18501, 7521, 3541, 9349, 3417, 11253, 10527, 18242, 4295, 9013, 8494, 96075, 8953, 8753, 7783, 9008, 8256, 10150, 10177, 7990, 19594, 17178, 11156, 3751, 2551, 9871, 9798, 18986, 7873, 10542, 3876], -0.0019678, if (fieldMatch(body).segmentDistance < 41.5, if (nativeRank < 0.2771853, if (attribute(nsite_sourceid) in [178, 376, 95072, 6208, 156, 974, 10458, 336, 77, 345, 175, 6499, 225, 206, 521, 8817, 420, 2445, 944, 8553, 775, 422, 4878, 2, 1854, 6245, 18856, 243, 3708, 4297, 13706, 5408, 590, 39, 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7651, 2847, 9822, 4477, 9846, 7775, 7904, 17166, 4243, 5403, 7769, 18491, 19133, 5435, 2079, 17727, 3117, 5177, 16874, 7763, 19113, 10253, 9022, 11328, 5599, 10473, 9842, 6562, 10256, 11310, 11582, 9581, 5616, 11209, 10615, 10254, 21002, 748, 4870, 17496, 8558, 5020, 9356, 4744, 8578, 3066, 7392, 431, 3949, 8838, 8401, 15108, 9286, 3470, 7396, 10789, 17146, 1909, 8807, 8300, 8396, 10656, 6304, 4218, 20638, 10273, 4775, 17204, 17193, 10418, 5826, 1011, 17513, 3822, 18201, 17096, 10820, 10782, 9715, 8540, 8897, 7116, 10869, 7664, 6937, 17383, 11068, 9864, 15017, 8829, 710, 7992, 5256, 17190, 6236, 8577, 15032, 19092, 15724, 17406, 4638, 5738, 6394, 7695, 7675, 3878, 10058, 17405, 10488, 10215, 10323, 9665, 10185, 17393, 10056, 3349, 6752, 19822, 6247, 9214, 5337, 2667, 19763, 10321, 6694, 10679, 9508, 10279, 17188, 9112, 966, 11701, 3271, 17398, 7526, 7469, 5431, 3845, 10449, 5117, 4506, 19316, 8979, 9641, 1066, 10013, 3749, 17020, 5318, 8431, 8022, 4824, 9272, 96082, 4517, 8866, 19950, 11646, 6648, 18244, 11182, 19170, 7723, 4198, 10597, 18213, 19139, 7623, 4970, 14181, 11715, 4656, 8499, 11002, 8037, 18157, 11491, 19114, 1895, 18581, 17021, 10752, 10607, 10633, 1474, 3950, 10051, 11516, 19169, 18243, 19307, 8252, 19595, 10447, 10555, 18497, 923, 3080, 9378, 8573, 14866, 19690, 9435, 11620, 9874, 19195, 9277, 11671, 10706, 19570, 19127, 7661, 8282, 6594, 9787, 7578, 8512, 10148, 9917, 2749, 7165, 8004, 6583, 3278, 10406, 2281, 10155, 8503, 6831, 4623, 9550, 19725, 3989, 8465, 3238, 19071, 9946, 4840, 4530, 4302], -5.196E-4, 0.0093042), if (nativeFieldMatch < 0.6052904, if (attribute(nsite_sourceid) in [376, 95072, 156, 483, 1623, 77, 345, 521, 747, 420, 2445, 20710, 8553, 2154, 4878, 2, 6245, 18856, 243, 13, 20938, 4297, 13706, 18676, 590, 5906, 39, 57, 3903, 9046, 6962, 7382, 4765, 7204, 3605, 5446, 1092, 17480, 11483, 495, 7268, 5728, 5559, 3376, 3275, 17189, 7941, 5529, 4162, 21266, 1705, 3883, 6277, 3657, 715, 17517, 4977, 5082, 3447, 6660, 18565, 20233, 2266, 2474, 17014, 3085, 20291, 1278, 5118, 1175, 6117, 6442, 5821, 3531, 8366, 3847, 6595, 1117, 3525, 96077, 20191, 3232, 1206, 4516, 17144, 7946, 1298, 17484, 21271, 5964, 14991, 4225, 1147, 5052, 4353, 21074, 8313, 2264, 4882, 21133, 96027, 18690, 9357, 11698, 9804, 7544, 20143, 10042, 3218, 9372, 10559, 10596, 3443, 11436, 9512, 19928, 5352, 6546, 5509, 19896, 6649, 15726, 10160, 3933, 4921, 17158, 7239, 4119, 17462, 6115, 900, 17011, 18099, 9246, 4761, 21394, 9407, 6713, 4074, 7066, 10943, 9835, 265, 17153, 8669, 8990, 18187, 6082, 3198, 2847, 9846, 12359, 5234, 5403, 18491, 19133, 8422, 5435, 5065, 17402, 14917, 20556, 2079, 5441, 18185, 17400, 3117, 16874, 5535, 90, 4059, 11209, 17047, 6041, 19165, 17657, 8558, 5020, 5789, 3066, 11508, 7392, 5343, 8838, 9675, 2579, 9286, 18550, 10130, 17146, 8994, 7430, 10656, 1006, 20638, 4860, 9519, 4669, 17175, 5160, 10375, 3600, 5360, 10782, 14142, 7992, 4521, 1827, 8312, 19382, 7695, 10779, 7486, 10323, 3349, 2667, 5353, 3271, 17398, 10449, 4506, 9641, 8499, 7271, 11095, 11516, 18243, 3080, 9378, 4668, 19570, 10207, 3989], -0.007615, 0.0025578), if (attribute(nsite_sourceid) in [178, 6208, 1163, 483, 23, 925, 974, 1623, 1465, 54, 6499, 225, 206, 521, 8817, 20710, 775, 2154, 422, 65, 6265, 9552, 18856, 3708, 590, 39, 2052, 57, 3903, 7382, 157, 17491, 4765, 7204, 5446, 7493, 8959, 4163, 3183, 123, 11483, 5130, 1178, 18739, 1024, 3380, 3426, 7268, 7201, 16981, 17189, 5529, 4905, 22, 2975, 4162, 19177, 5482, 244, 4942, 9217, 3883, 5200, 16971, 715, 19582, 8965, 4401, 96088, 3447, 19777, 3917, 18565, 5335, 1668, 307, 17014, 3616, 17033, 3085, 3487, 10533, 5691, 3745, 374, 4151, 5118, 20428, 4570, 5633, 4496, 5821, 6483, 4344, 5862, 1117, 3525, 17391, 2977, 17028, 15711, 2380, 9705, 4516, 7946, 5950, 13489, 7460, 4451, 17484, 11888, 5964, 14991, 7188, 11645, 5052, 4353, 2974, 18690, 20350, 4340, 4241, 4815, 421, 3218, 14528, 18489, 17034, 10559, 9123, 10596, 9159, 19928, 7599, 17048, 17141, 5270, 6048, 19896, 2104, 6025, 6424, 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18986, 9812, 6077, 9746, 7894, 10081, 3003, 11758, 11072, 3876, 20367, 10882, 19975, 10065, 6597, 10025], if (fieldMatch(abstract).longestSequenceRatio < 0.5505051, if (attribute(nsite_sourceid) in [4106, 5575, 19890, 156, 1163, 99, 23, 925, 974, 1623, 1465, 10458, 336, 206, 15, 6782, 8638, 420, 20710, 10946, 65, 7472, 5113, 1682, 18856, 243, 17140, 20938, 4297, 20567, 7803, 6962, 6809, 18773, 3685, 10815, 1092, 1980, 11635, 3183, 3103, 3988, 495, 5962, 5728, 7201, 3376, 16981, 11057, 1494, 11473, 4164, 4905, 5033, 22, 6488, 3263, 5012, 19900, 1146, 10031, 2975, 4162, 3248, 20895, 9547, 5395, 3883, 11365, 3657, 7307, 715, 6029, 2057, 3678, 995, 17517, 8965, 4401, 10744, 4977, 3447, 14711, 3717, 6361, 3980, 17014, 3294, 3561, 15800, 4508, 6760, 4062, 5944, 4570, 361, 5633, 742, 5821, 245, 5862, 15131, 6385, 4325, 11233, 20191, 6912, 543, 1149, 8613, 3998, 9556, 1298, 18249, 1796, 14991, 8021, 5140, 4353, 17109, 8313, 2264, 18690, 21415, 1509, 18499, 4241, 17174, 7356, 20143, 10042, 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(attribute(nsite_sourceid) in [17392, 13719, 803, 3697, 1854, 5150, 9648, 2052, 3903, 18258, 17528, 6962, 7382, 7204, 3095, 3605, 17147, 17148, 8214, 6357, 10239, 18739, 1024, 3100, 5559, 4248, 5385, 5477, 1518, 13327, 7626, 17463, 19177, 5282, 21266, 4681, 9887, 2230, 9217, 16982, 7393, 6609, 3413, 7834, 20233, 4558, 15800, 3616, 6796, 20291, 5691, 3226, 11663, 3225, 1175, 583, 6117, 9482, 20428, 7751, 4185, 1251, 17075, 5504, 4344, 3168, 19886, 18859, 2977, 17108, 17156, 7494, 1342, 3232, 7946, 4210, 5084, 1316, 7460, 19155, 21271, 4225, 3676, 7188, 17038, 4882, 21133, 96027, 4096, 9357, 17090, 10402, 3658, 3968, 18259, 11698, 17369, 9804, 8620, 20143, 5627, 4657, 6490, 4649, 11507, 6052, 9449, 14528, 20875, 8767, 1003, 10559, 3342, 10596, 9159, 9512, 9990, 17416, 7599, 2858, 8098, 4492, 17048, 5270, 10746, 3386, 3272, 18214, 17364, 4899, 3351, 9958, 8924, 19664, 5185, 4645, 8355, 7285, 7522, 4607, 3912, 4354, 3200, 4119, 7789, 6115, 20487, 3544, 9318, 3571, 17025, 9667, 11177, 1073, 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6564, 5465, 11167, 3238, 19692, 9040, 19071, 5010, 11707, 20190, 3751, 4873, 9871, 9798, 6616, 10081, 3003, 3876, 19975, 10065, 6597], if (firstPhase < 0.3575938, if (attribute(nsite_sourceid) in [5575, 99, 23, 17322, 1623, 10458, 336, 77, 345, 175, 54, 20709, 27, 15, 9637, 8638, 775, 65, 2, 3199, 7472, 3180, 243, 13, 4297, 39, 57, 6809, 4163, 11635, 713, 234, 123, 3093, 495, 5824, 5962, 7773, 5728, 3376, 4164, 4276, 5520, 4905, 3248, 20895, 3620, 19973, 7841, 19766, 4508, 6442, 742, 6595, 6385, 2380, 9556, 18249, 2264, 18248, 2367, 7190, 1509, 10042, 18489, 11983, 3476, 7374, 6048, 10848, 4165, 5564, 4313, 18577, 4052, 8669, 7779, 19133, 9465, 8790, 3491, 16874, 18572, 5025, 3321, 17030, 16984, 1431, 9491, 5595, 17324, 7187, 11648, 3331, 10779, 4707, 9455, 6752, 18173, 6014, 9214, 11880, 19309, 19107, 5990, 2972, 5318, 10846, 8470, 11182, 11491, 7271, 19974, 19307, 2238, 6110, 9827, 9787, 2281], -0.0042348, 0.0017122), if (nativeFieldMatch < 0.61079, if (attribute(nsite_sourceid) in [19890, 1163, 483, 17322, 1623, 10458, 345, 54, 27, 10946, 775, 75, 7472, 1424, 13, 57, 6809, 9371, 5130, 3988, 495, 5824, 7201, 3275, 11473, 4164, 5520, 6488, 3620, 19973, 1672, 995, 3447, 3717, 17014, 19766, 4062, 1278, 365, 6442, 4237, 6595, 6385, 1818, 1149, 9556, 1796, 4451, 14991, 2264, 10042, 18489, 11983, 7374, 5509, 7136, 7078, 10848, 9324, 18622, 4313, 18577, 4052, 18726, 17121, 5982, 17019, 8669, 8773, 10594, 5403, 19133, 9465, 8790, 5283, 16874, 4796, 10277, 11247, 10795, 18547, 16984, 6450, 10789, 18591, 5595, 17324, 10418, 17175, 11648, 7828, 6937, 3607, 10551, 10779, 20333, 6752, 6014, 9214, 11880, 8434, 5879, 5101, 17398, 7526, 5318, 6337, 6648, 17195, 7723, 4198, 10597, 7728, 7623, 9514, 9867, 20121, 8368, 11491, 19193, 10607, 7844, 14980, 6722, 10102, 19169, 19307, 19595, 6110, 923, 9435, 11671, 10620, 10944, 6859, 96075, 8710, 8753, 9008, 6831, 5465], -0.0032041, 0.0067296), if (fieldMatch(title).tail < 6.5, if (attribute(nsite_sourceid) in [178, 19890, 156, 483, 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(fieldMatch(abstract).fieldCompleteness < 0.0102782, if (textSimilarity(body).score < 0.5176084, if (fieldMatch(abstract).tail < 420.5, if (attribute(nsite_sourceid) in [4106, 1163, 77, 345, 6499, 95006, 8638, 420, 8553, 2154, 13, 20938, 590, 39, 6809, 1092, 247, 4163, 495, 96078, 4164, 1518, 6488, 13327, 19900, 1146, 7626, 5754, 4162, 2230, 3883, 19973, 11365, 6029, 2057, 4401, 7834, 96088, 3917, 2266, 5335, 4558, 3616, 3085, 5687, 3225, 583, 361, 6483, 6595, 96077, 3774, 18249, 5692, 14991, 3676, 5156, 9357, 10402, 2367, 11698, 20143, 5627, 6052, 1003, 5352, 5270, 3386, 18214, 6917, 9958, 5064, 11228, 10992, 17158, 4476, 5453, 17011, 11177, 1073, 2892, 5555, 7253, 18099, 3695, 9568, 17493, 21394, 9895, 19887, 9701, 5982, 8669, 8524, 6899, 4586, 18830, 17032, 6812, 17411, 9222, 4243, 8422, 10234, 20556, 19584, 5805, 19134, 8406, 90, 8304, 6435, 5141, 5616, 21002, 5025, 10208, 18500, 4744, 7826, 8838, 2579, 15108, 11728, 4157, 8194, 20183, 8300, 4621, 2437, 1949, 9978, 9158, 15821, 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(fieldMatch(title).longestSequenceRatio < 0.7638889, if (attribute(nsite_sourceid) in [178, 4106, 156, 1163, 99, 23, 19880, 345, 27, 2154, 7472, 1854, 17127, 1055, 13, 4297, 3237, 979, 39, 18258, 6962, 1980, 234, 3093, 9320, 96078, 10663, 5728, 1075, 7941, 4164, 5033, 2975, 17031, 17463, 21266, 11529, 3657, 918, 11969, 5691, 3745, 583, 4185, 5987, 17391, 17108, 17028, 2380, 5110, 17156, 1206, 17144, 3998, 4210, 1562, 17527, 1147, 11545, 21074, 8313, 4882, 3968, 7190, 19064, 17174, 4815, 5424, 4790, 20875, 7499, 1021, 5704, 3500, 3351, 19664, 8795, 11228, 20487, 17025, 3621, 17011, 3404, 7418, 7180, 11504, 19308, 10670, 7300, 6814, 10120, 9846, 4243, 11589, 6027, 3813, 19688, 20556, 9970, 19742, 8790, 8406, 4796, 5031, 17319, 16989, 6562, 90, 4421, 8057, 10254, 5025, 5756, 6635, 6041, 9341, 10604, 20183, 8300, 1006, 20638, 4621, 4860, 10571, 1949, 9978, 7235, 6708, 3520, 5360, 10782, 19287, 20944, 15658, 9864, 10346, 7992, 5125, 5256, 8577, 5241, 15032, 8099, 8580, 1305, 10851, 7486, 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11283, 7624, 18597, 17415, 5641, 9378], -0.0071485, 0.003464)), if (attribute(nsite_sourceid) in [178, 4106, 99, 23, 19880, 7472, 17127, 13, 4297, 1980, 3093, 7941, 5033, 11529, 918, 11969, 583, 4185, 5987, 2380, 17156, 1206, 3998, 1562, 1147, 11545, 4882, 3968, 7190, 19064, 17174, 4815, 4790, 20875, 1021, 5704, 3351, 3621, 3404, 7418, 7180, 11504, 19308, 6814, 10120, 9846, 4243, 6027, 20556, 4796, 17319, 5756, 6041, 9341, 10604, 1006, 4860, 9978, 20944, 10346, 7992, 5125, 5256, 7486, 18720, 20332, 4707, 6264, 15425, 3367, 11283, 9112, 7624, 5525, 18494, 7723, 10633, 9378, 8256], -0.0066504, 0.001094))), 0.00509), if (nativeFieldMatch < 0.7168664, if (firstPhase < 0.5343178, if (attribute(nsite_sourceid) in [156, 1163, 23, 6499, 944, 422, 7472, 1854, 17127, 4297, 13706, 9648, 3237, 590, 3575, 17528, 6809, 13673, 7204, 1092, 247, 4163, 3183, 234, 3093, 9320, 16981, 4164, 17031, 3683, 3248, 5440, 7393, 18485, 3413, 3657, 4401, 10744, 14711, 6361, 2266, 19766, 6760, 3745, 4185, 10071, 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8517, 8991, 3417, 11253, 10527, 4295, 10406, 21, 15746, 9951, 6564, 19692, 19071, 3003], 9.59E-5, 0.0076827)), if (attribute(nsite_sourceid) in [178, 4106, 11546, 95072, 6208, 483, 23, 4604, 1465, 10458, 175, 225, 27, 95006, 13719, 6782, 17095, 65, 1552, 17036, 8954, 1424, 20938, 7803, 2052, 57, 9240, 1092, 1980, 247, 17147, 3183, 713, 17480, 3093, 3426, 2583, 16981, 17189, 1346, 7941, 5033, 2975, 19100, 3620, 21266, 6878, 19659, 5395, 8652, 3883, 715, 18182, 7834, 2474, 17014, 17033, 4508, 4062, 11229, 10071, 6595, 3141, 6912, 20290, 5845, 18249, 1796, 4451, 5964, 7487, 5156, 21074, 6534, 4096, 3796, 10402, 7190, 20350, 17043, 3624, 5951, 18503, 3955, 14528, 20875, 4461, 17492, 5509, 6048, 17364, 4899, 10160, 5064, 5185, 4607, 4761, 5288, 4052, 9536, 19887, 4184, 3198, 7779, 4586, 1407, 17032, 6814, 9728, 5563, 14824, 5234, 12944, 729, 17400, 5078, 18572, 3881, 11328, 11582, 10254, 17047, 6041, 17496, 10795, 19599, 9341, 18547, 2579, 10604, 10502, 17122, 96074, 17203, 17146, 4669, 10942, 5160, 8897, 17172, 5738, 5879, 7282, 966, 16973, 3271, 8085, 11274, 10371, 9598, 9289, 5276, 2238, 10447, 7559, 10819], -0.0097142, 0.0110011)), if (attribute(nsite_sourceid) in [178, 5575, 95072, 6208, 919, 23, 1465, 6705, 77, 175, 20709, 225, 95006, 961, 17392, 6782, 944, 17095, 17036, 75, 2, 3199, 1854, 6245, 1424, 7803, 39, 2052, 6962, 7382, 9240, 13673, 1092, 1980, 17147, 3183, 713, 17480, 3093, 1024, 6100, 96078, 19919, 7268, 3376, 16981, 5385, 17189, 1715, 4276, 5033, 7626, 3620, 21266, 6878, 5395, 8652, 3883, 5440, 7393, 3413, 7834, 14711, 3145, 20233, 2474, 4558, 4339, 4062, 6138, 7751, 5633, 11229, 742, 5821, 5987, 5862, 15131, 17028, 3141, 20290, 17144, 3998, 1750, 1796, 4451, 8313, 6534, 3796, 2367, 20875, 2858, 6048, 3386, 17364, 4899, 1338, 3200, 18577, 3621, 17177, 18099, 4761, 5326, 4052, 9536, 18726, 19887, 11611, 10943, 10060, 5982, 7864, 9835, 17490, 6191, 9443, 6530, 19138, 1407, 4477, 9728, 17411, 5234, 5603, 12944, 8667, 3842, 9970, 7403, 729, 8790, 18729, 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19194, 11156, 10408, 5169, 11753, 19273, 8467, 9798, 19911, 6616, 19517, 8818, 18986, 7873, 6706, 9812, 10542, 9746, 7894, 10081, 3003, 3876, 20367, 10882, 19975, 10065, 7714, 4120], if (fieldMatch(body).tail < 1159.5, if (fieldMatch(title).tail < 11.5, if (attribute(nsite_sourceid) in [178, 4106, 376, 95072, 19890, 925, 974, 4604, 19880, 10458, 77, 54, 6499, 20709, 27, 521, 961, 17392, 13719, 15, 1785, 6782, 420, 944, 422, 5331, 3697, 1854, 9552, 1424, 18856, 243, 11609, 20938, 4297, 7571, 590, 7803, 3575, 20596, 17528, 6962, 9240, 18773, 13673, 6030, 10815, 17147, 3093, 9320, 5130, 5029, 3100, 495, 7773, 3426, 19919, 16981, 5385, 17189, 5477, 1715, 11057, 4276, 22, 13327, 19900, 10031, 2975, 7626, 580, 19100, 1435, 3248, 4709, 3620, 19972, 19659, 5440, 7393, 6609, 95058, 19582, 2057, 7834, 14711, 8853, 1599, 2266, 5335, 1668, 307, 17014, 3085, 4508, 7316, 4339, 15445, 4062, 5118, 583, 6117, 9482, 6138, 361, 7751, 11229, 5090, 10071, 3847, 3907, 4344, 19886, 6595, 18859, 2977, 96077, 4325, 20191, 6076, 17156, 6912, 9705, 10194, 1750, 5084, 18205, 11888, 5692, 7277, 3676, 11645, 21074, 4882, 9357, 3658, 3968, 2367, 3288, 7190, 8939, 20350, 17369, 19064, 5678, 8620, 4340, 18499, 17174, 9241, 20143, 8417, 4657, 5424, 18503, 9449, 4806, 18489, 6164, 3831, 8094, 8098, 5270, 5880, 10746, 1021, 6649, 3366, 7078, 3351, 21467, 7011, 8924, 5629, 5185, 1338, 7522, 11228, 4354, 18622, 3200, 19883, 4476, 1721, 9318, 18577, 5774, 17025, 3621, 3836, 11177, 7428, 17160, 17177, 17495, 2892, 18099, 3111, 17187, 9536, 9407, 18261, 9538, 19887, 9182, 11611, 9608, 7490, 9795, 9701, 10943, 11504, 1730, 17490, 5999, 3970, 5237, 3198, 9443, 7651, 3855, 19138, 1407, 2273, 4477, 9728, 5563, 11495, 7904, 8773, 5743, 5234, 8031, 5603, 7769, 18491, 12944, 9084, 14917, 3842, 20395, 9970, 7403, 8790, 9090, 17400, 19105, 8089, 18729, 4580, 9380, 6103, 9316, 1927, 5078, 8406, 7177, 4796, 7763, 19812, 19091, 19723, 17319, 16989, 18920, 10473, 9942, 90, 11582, 8067, 11287, 748, 8436, 5756, 10208, 6623, 17496, 8558, 5020, 17468, 8441, 8578, 5625, 431, 8700, 3321, 2579, 17030, 17470, 9375, 9831, 6450, 17122, 3470, 10789, 8994, 9491, 8300, 5595, 4774, 18210, 6304, 4621, 19313, 10571, 8295, 6454, 3475, 5826, 4669, 7676, 7450, 1978, 10275, 2423, 5160, 9907, 10375, 10489, 6880, 9715, 11634, 8540, 10399, 9179, 10869, 18613, 6619, 4458, 11068, 9311, 10577, 6652, 15017, 10107, 5742, 710, 9520, 5125, 4521, 3681, 5256, 6236, 12460, 9352, 8577, 3126, 8197, 11408, 4747, 5474, 6976, 3363, 17172, 5889, 8099, 4638, 12506, 1305, 20000, 8314, 7486, 436, 3878, 20332, 5027, 10058, 12577, 9455, 9464, 16969, 17393, 6752, 19822, 11618, 4410, 7658, 14749, 8608, 5337, 9683, 8899, 11468, 19763, 3897, 10321, 7796, 9508, 7471, 4526, 8329, 4049, 17459, 7282, 9112, 19309, 966, 11053, 4829, 19107, 10188, 8877, 11590, 7697, 11386, 3348, 9561, 4418, 19184, 2972, 4506, 8979, 5248, 10681, 7614, 3749, 8234, 5810, 5277, 3713, 10846, 3889, 15954, 9927, 8509, 10076, 6648, 6428, 18996, 4033, 3762, 11511, 9137, 9209, 8750, 5638, 1083, 19142, 9514, 4229, 8809, 14181, 10541, 8499, 8504, 10631, 9332, 11173, 18281, 9248, 6640, 8605, 17021, 17113, 9598, 11095, 17415, 10607, 7050, 5484, 14980, 5899, 4720, 18461, 9289, 8940, 9742, 19307, 7093, 10780, 11607, 19162, 8112, 7530, 10349, 8252, 10447, 10700, 8684, 6515, 6110, 4098, 3963, 8131, 7031, 8573, 7559, 8180, 4365, 11620, 4003, 6044, 11661, 7620, 9277, 8674, 9827, 10629, 17094, 19570, 14740, 4426, 10415, 9944, 8692, 8282, 19431, 6594, 5965, 5827, 7578, 11943, 10819, 8512, 3516, 18501, 7521, 8410, 9474, 3541, 6583, 10123, 11242, 9349, 4605, 8991, 3417, 11253, 10527, 4295, 6655, 8494, 10530, 8753, 2281, 8522, 7566, 8256, 21, 6765, 18464, 2523, 3654, 10537, 10150, 10145, 4035, 4202, 15746, 9951, 3989, 5465, 6501, 6531, 7990, 9979, 19692, 7048, 10556, 5010, 9946, 5139, 11156, 10408, 5169, 8467, 9798, 19911, 8818, 18986, 7873, 6706, 9812, 10542, 7894, 20367, 10882, 10065], if (fieldMatch(abstract).tail < 785.5, if (fieldTermMatch(abstract,1).firstPosition < 8.5, if (attribute(nsite_sourceid) in [4106, 376, 95072, 19890, 974, 10458, 77, 20709, 521, 961, 13719, 15, 6782, 420, 422, 3697, 20938, 4297, 7571, 590, 7803, 3575, 18773, 13673, 10815, 3093, 5130, 5029, 3100, 495, 3426, 19919, 16981, 5477, 22, 13327, 10031, 19100, 4709, 3620, 19972, 19659, 7393, 6609, 95058, 19582, 2057, 14711, 8853, 1668, 17014, 3085, 4508, 7316, 4339, 4062, 5118, 6117, 9482, 6595, 18859, 96077, 20191, 6076, 6912, 9705, 5692, 7277, 3676, 21074, 4882, 9357, 3658, 3968, 3288, 20350, 8620, 18499, 17174, 4806, 18489, 6164, 5880, 6649, 7078, 8924, 1338, 11228, 4354, 18622, 3200, 9318, 18577, 5774, 3836, 17160, 17177, 2892, 17187, 9536, 9407, 18261, 9538, 19887, 9182, 7490, 11504, 5237, 9443, 7651, 3855, 1407, 9728, 8773, 5234, 7769, 14917, 3842, 8790, 9090, 19105, 8089, 9380, 6103, 1927, 4796, 19812, 19091, 90, 11582, 748, 8436, 10208, 6623, 17468, 8441, 431, 8700, 2579, 17030, 9375, 9831, 6450, 8994, 19313, 8295, 6454, 4669, 10275, 2423, 5160, 6880, 8540, 9179, 6619, 4458, 11068, 10577, 15017, 10107, 5742, 710, 5125, 4521, 3126, 8197, 6976, 3363, 5889, 12506, 20332, 10058, 12577, 17393, 11618, 14749, 8608, 9683, 7796, 17459, 7282, 966, 19107, 10188, 8877, 3348, 2972, 4506, 5248, 10681, 3749, 5810, 3713, 3889, 9927, 10076, 6648, 4033, 11511, 5638, 9514, 4229, 8809, 10541, 8504, 18281, 17021, 17113, 11095, 17415, 10607, 7050, 5484, 18461, 8940, 19162, 7530, 8131, 7031, 4003, 19570, 9944, 5965, 11943, 10819, 7521, 10123, 8991, 3417, 11253, 10527, 4295, 18464, 3654, 10150, 4035, 15746, 3989, 5465, 19692, 10556, 5139, 5169, 6706, 10542, 10882], if (fieldTermMatch(body,1).firstPosition < 4.5, if (fieldTermMatch(abstract,0).occurrences < 4.5, 8.258E-4, -0.003022), if (textSimilarity(body).score < 0.8006168, -0.0069592, 3.204E-4)), 0.0012658), if (fieldTermMatch(body,1).firstPosition < 12.5, if (attribute(nsite_sourceid) in [4106, 19890, 974, 4604, 19880, 77, 6499, 17392, 13719, 1785, 944, 422, 3697, 1854, 18856, 11609, 7803, 3575, 20596, 6030, 5029, 495, 3426, 19919, 16981, 5385, 17189, 1715, 11057, 4276, 13327, 2975, 7626, 3248, 19659, 19582, 7834, 14711, 8853, 1599, 2266, 5335, 1668, 307, 3085, 15445, 9482, 361, 11229, 5090, 10071, 3907, 4344, 19886, 18859, 2977, 96077, 4325, 17156, 9705, 10194, 5084, 18205, 11645, 4882, 9357, 3658, 2367, 7190, 17369, 19064, 5678, 4340, 9241, 20143, 4657, 4806, 5270, 1021, 6649, 7078, 3351, 21467, 8924, 5629, 1338, 7522, 11228, 4354, 18622, 3200, 19883, 4476, 1721, 9318, 17025, 3621, 3836, 11177, 17177, 17495, 3111, 9407, 18261, 19887, 11611, 10943, 11504, 1730, 5237, 3198, 3855, 19138, 4477, 5563, 11495, 7904, 8773, 5743, 5234, 8031, 7769, 18491, 12944, 9084, 3842, 9970, 7403, 8790, 17400, 18729, 4580, 9380, 6103, 9316, 8406, 7177, 7763, 19723, 17319, 6623, 17496, 8558, 5020, 17468, 8441, 5625, 8700, 17030, 17470, 17122, 18210, 10571, 3475, 4669, 7676, 2423, 9907, 10375, 10489, 6880, 11634, 10399, 9179, 10869, 18613, 4458, 9311, 10107, 5742, 9520, 3681, 12460, 3126, 5474, 17172, 12506, 7486, 5027, 12577, 16969, 14749, 8899, 19763, 10321, 4526, 8329, 7282, 9112, 10188, 7697, 11386, 4418, 2972, 4506, 8979, 7614, 8234, 5810, 15954, 18996, 3762, 9137, 8750, 1083, 14181, 9332, 11173, 9248, 6640, 17415, 14980, 4720, 8940, 7093, 10780, 11607, 7530, 6515, 8131, 4365, 7620, 14740, 4426, 10819, 18501, 8991, 3417, 10527, 10530, 8256, 8818], -0.0063592, 0.0056425), if (attribute(nsite_sourceid) in [4106, 19890, 925, 27, 1785, 6782, 5331, 9552, 1424, 243, 7571, 590, 20596, 17528, 6962, 9240, 13673, 6030, 17147, 3100, 495, 5477, 1715, 11057, 4276, 22, 19900, 2975, 580, 1435, 3248, 19659, 5440, 7393, 5335, 307, 4508, 15445, 4062, 583, 6117, 6138, 361, 7751, 5090, 3847, 4325, 6912, 1750, 5084, 18205, 11888, 5692, 3676, 11645, 3968, 2367, 8939, 20350, 17369, 19064, 18499, 20143, 8417, 4657, 5424, 18503, 9449, 18489, 3831, 8094, 8098, 5270, 5880, 3366, 21467, 5185, 11228, 4354, 19883, 4476, 1721, 3621, 11177, 17495, 2892, 18099, 9536, 9538, 9795, 9701, 10943, 1730, 17490, 5999, 3970, 3198, 9443, 7651, 19138, 1407, 2273, 4477, 7904, 8773, 20395, 7403, 9090, 17400, 8089, 7177, 7763, 19091, 19723, 16989, 10473, 11582, 11287, 10208, 17496, 17468, 5625, 2579, 17470, 17122, 3470, 5595, 18210, 6304, 4621, 19313, 10571, 7450, 5160, 9715, 11634, 18613, 6652, 15017, 5742, 710, 9520, 5256, 6236, 8577, 4747, 6976, 3363, 17172, 5889, 8099, 4638, 1305, 20000, 8314, 16969, 7658, 5337, 11468, 9508, 19309, 966, 11590, 11386, 3348, 19184, 2972, 5248, 10681, 3749, 10846, 15954, 6428, 8499, 18281, 9598, 9289, 9742, 7093, 10349, 8252, 6515, 3963, 8131, 8573, 4365, 19570, 14740, 3516, 11242, 9349, 4605, 10530, 8522, 21, 10537, 10145, 9946, 10408, 18986], -0.0032765, 2.83E-5))), if (attribute(nsite_sourceid) in [925, 4604, 54, 20709, 17392, 13719, 15, 422, 5331, 3697, 11609, 20596, 17528, 9240, 18773, 10815, 9320, 5130, 3100, 495, 7773, 3426, 5385, 11057, 4276, 22, 13327, 19900, 19659, 5440, 6609, 95058, 1599, 5335, 17014, 3085, 4508, 5118, 583, 361, 7751, 11229, 10071, 4344, 19886, 4325, 20191, 6912, 10194, 1750, 18205, 11888, 21074, 9357, 3658, 3968, 2367, 7190, 19064, 5678, 17174, 9241, 5424, 9449, 4806, 6164, 8098, 5270, 5880, 1021, 3366, 21467, 8924, 5629, 5185, 1338, 19883, 4476, 1721, 9318, 17025, 17160, 17177, 2892, 3111, 9407, 18261, 19887, 9701, 11504, 1730, 5999, 3198, 19138, 1407, 9728, 5563, 5743, 8031, 18491, 9084, 9090, 17400, 19105, 18729, 4580, 9316, 5078, 4796, 17319, 10473, 11582, 8067, 5756, 6623, 8558, 5020, 8441, 8700, 3321, 2579, 17030, 17122, 8994, 4774, 6304, 4621, 19313, 6454, 3475, 4669, 10275, 6880, 8540, 4458, 9311, 10577, 6652, 5125, 4521, 3681, 6236, 3126, 11408, 5474, 5889, 1305, 4410, 19763, 10321, 9508, 17459, 11386, 3348, 8979, 5810, 8509, 4229, 11173, 10349, 10447, 6110, 4426, 5465], -0.0081046, if (elementCompleteness(title).completeness < 0.5963724, if (fieldMatch(title).significance < 0.4240939, -0.0020245, 0.0033044), -0.0041416))), 4.324E-4), if (attribute(nsite_sourceid) in [376, 483, 1623, 1465, 336, 77, 54, 6499, 225, 27, 95006, 17392, 803, 6782, 8817, 8638, 944, 422, 65, 1552, 6127, 3199, 3697, 7472, 1682, 1055, 18856, 3708, 17491, 18773, 3605, 5446, 1980, 247, 17147, 3103, 9320, 1024, 3100, 5962, 3380, 7773, 3426, 19919, 3376, 17189, 1346, 1494, 7941, 2280, 1518, 3263, 10031, 580, 19100, 1435, 3248, 9547, 4709, 6609, 3413, 3657, 715, 19582, 7841, 2057, 6456, 17465, 18182, 7834, 5082, 14711, 1599, 20233, 3980, 2266, 2474, 1668, 3233, 5687, 5118, 6117, 6138, 9178, 10071, 3847, 18859, 15131, 96077, 4325, 20191, 4167, 6912, 8613, 7946, 1298, 13489, 11888, 5692, 5156, 8313, 21133, 9357, 10402, 21415, 18169, 3288, 19064, 5951, 5424, 3955, 14528, 8609, 4806, 7599, 4461, 17048, 1021, 3386, 6424, 16250, 4899, 10848, 8924, 5185, 8355, 3912, 4921, 9324, 3200, 3621, 1073, 7418, 5288, 14296, 19887, 11504, 5999, 3198, 1407, 4477, 10120, 1986, 5563, 17411, 11275, 8667, 11474, 18185, 17400, 3937, 5283, 5177, 6103, 7177, 3881, 8952, 18601, 6562, 11310, 11576, 6435, 10254, 6041, 3156, 8821, 17496, 10370, 19599, 8700, 5640, 10604, 9375, 1431, 11728, 3470, 17146, 5595, 3503, 6454, 7450, 4535, 7935, 9588, 10399, 4176, 3467, 17383, 16972, 5742, 19306, 5256, 11408, 8486, 19382, 5738, 10215, 9214, 7658, 2440, 19763, 19171, 7282, 11701, 10188, 4506, 5525, 2029, 4999, 18928, 578, 8683, 5142, 19127, 3854, 19194], -0.0076462, 0.0029229)), if (attribute(nsite_sourceid) in [11546, 19890, 23, 4604, 1465, 6705, 175, 8638, 8553, 65, 6127, 75, 7472, 1854, 9552, 1682, 1424, 7571, 7803, 17528, 13673, 7204, 3605, 247, 17147, 3103, 1024, 5962, 3380, 1075, 3376, 17189, 1494, 4889, 1518, 5033, 4162, 9547, 4709, 21266, 5395, 8652, 3883, 16982, 7393, 3413, 3657, 7841, 6456, 7476, 17465, 18182, 5082, 8853, 1599, 20233, 3980, 17182, 4558, 17033, 3233, 6444, 5687, 4339, 11663, 3745, 4151, 5633, 11229, 742, 9178, 18247, 5129, 3907, 6595, 5862, 7389, 18728, 15131, 17156, 8613, 7946, 5845, 1298, 17527, 5964, 7487, 5156, 17038, 8313, 4882, 21133, 96027, 8135, 21415, 18169, 14528, 8609, 1739, 8405, 10559, 9481, 4109, 96076, 5137, 4461, 17048, 3386, 6424, 10848, 5064, 19664, 1338, 8355, 3912, 11228, 9324, 9318, 17011, 17160, 1073, 4155, 3404, 7418, 17187, 5288, 18184, 11611, 10943, 5982, 9835, 265, 17153, 3970, 9443, 7651, 5382, 7779, 18830, 8886, 10120, 7775, 7904, 6210, 19133, 6027, 12944, 9084, 17402, 11474, 3842, 13330, 18185, 19105, 4383, 8089, 5283, 5177, 4796, 3881, 8952, 19091, 10253, 6669, 18601, 5325, 11310, 10615, 10254, 5756, 6041, 8821, 17323, 5020, 4135, 4172, 8441, 5625, 11508, 9341, 6584, 3949, 5640, 2484, 11728, 18550, 96074, 17146, 7430, 3122, 5205, 3503, 9925, 10418, 19679, 10275, 4535, 7935, 9588, 3600, 10782, 9715, 8897, 10399, 4574, 10577, 9864, 5125, 17097, 4890, 3866, 10493, 2011, 5738, 8801, 10323, 2440, 962, 15425, 19171, 7427, 6366, 17022, 3258, 8085, 5318, 10846, 734, 6382, 18562, 1231, 4154, 8504, 4692, 7271, 8112, 18497, 10446, 8573, 7620, 9827, 10406, 9951], -0.0050157, if (attribute(nsite_sourceid) in [178, 376, 95072, 974, 1623, 19880, 336, 54, 225, 27, 95006, 521, 961, 15, 803, 420, 1552, 3199, 18856, 243, 590, 3575, 5906, 17491, 6030, 9107, 5446, 1980, 234, 3093, 9320, 5029, 3100, 495, 5385, 1346, 5477, 1715, 2280, 3263, 3248, 6609, 2057, 4401, 7834, 2474, 7316, 583, 9482, 2977, 7277, 3676, 11645, 7190, 20350, 8620, 17174, 20143, 4657, 4649, 3955, 18489, 3831, 8094, 1021, 3351, 5774, 17025, 3621, 17177, 17495, 18261, 17490, 3855, 8031, 18491, 9970, 5078, 7763, 6562, 8067, 11287, 17496, 8578, 17122, 3470, 8994, 4774, 6304, 4621, 6454, 5826, 1978, 8540, 4521, 5256, 20000, 7486, 6752, 3906, 8899, 17381, 7471, 8329, 9626, 966, 4418, 6611, 8234, 3889, 9137, 7291, 9209, 1083, 20121, 9065, 8499, 8368, 10631, 6494, 18281, 8665, 5508, 7459, 7050, 4720, 19307, 8683, 10349, 2238, 8716, 8131, 8180, 19690, 4365, 6601, 17094, 8692, 11009, 7578, 3854, 19967, 9013, 3654, 7475, 5465, 3876, 19975], 9.113E-4, 0.0079701))), 3.17E-4) + diff --git a/config-model/src/test/derived/nuwa/nuwa_v2_nosourceid.expression b/config-model/src/test/derived/nuwa/nuwa_v2_nosourceid.expression new file mode 100644 index 00000000000..0df42d7aba4 --- /dev/null +++ b/config-model/src/test/derived/nuwa/nuwa_v2_nosourceid.expression @@ -0,0 +1,501 @@ +if (fieldMatch(title).significance < 0.2353543, if (has_thumbnail < 0.5, -0.0982668, if (firstPhase < 0.193102, -0.0703965, if (age(pubdate) < 56236.5, -0.0068988, -0.0413586))), if (age(pubdate) < 37582.5, if (has_thumbnail < 0.5, if (fieldMatch(title).occurrence < 0.6547619, -0.0382605, 0.1541189), if (age(pubdate) < 8574.5, if (elementCompleteness(abstract).completeness < 0.5012963, 0.0829305, 0.0549214), if (fieldMatch(title).matches < 3.5, 0.0300956, 0.0621383))), if (has_thumbnail < 0.5, if (fieldMatch(title).fieldCompleteness < 0.4104278, if (attribute(nsite_sourcerank) < 7.5, -0.0558075, -0.0929812), -0.0025561), if (fieldMatch(title).matches < 3.5, if (age(pubdate) < 85452.5, if (attribute(nsite_sourcerank) < 7.5, if (fieldMatch(body).significance < 0.5647593, -0.016089, 0.0059932), 0.024274), if (fieldMatch(title).matches < 1.5, -0.034314, -0.0064969)), if (fieldMatch(title).matches < 4.5, 0.0219131, 0.0557681))))) + +if (fieldMatch(title).significance < 0.2781127, if (age(pubdate) < 94875.5, if (fieldMatch(title).significance < 0.136869, if (nativeRank < 0.2551319, -0.0477499, -0.0137646), if (age(pubdate) < 21482.5, 0.0119823, -0.0147094)), if (fieldMatch(title).significance < 0.1147517, if (nativeRank < 0.2449998, -0.0829104, -0.048308), -0.0388304)), if (age(pubdate) < 45363.5, if (has_thumbnail < 0.5, -0.0182955, if (age(pubdate) < 14444.5, if (fieldMatch(title).earliness < 0.8689931, 0.0291703, 0.053558), if (fieldMatch(title).matches < 2.5, 0.0140157, 0.0368265))), if (has_thumbnail < 0.5, -0.0447903, if (fieldMatch(title).matches < 2.5, if (age(pubdate) < 129112.5, if (fieldMatch(title).significance < 0.5778868, -0.0076155, 0.0108355), -0.0187425), if (fieldMatch(title).matches < 4.5, if (fieldMatch(abstract).significantOccurrence < 0.2787628, if (attribute(nsite_sourcerank) < 4.5, 0.0055844, 0.0231033), -0.0479286), 0.0430184))))) + +if (fieldMatch(title).significance < 0.3596613, if (age(pubdate) < 111017.5, if (has_thumbnail < 0.5, -0.0482538, if (fieldMatch(title).significance < 0.157065, if (nativeFieldMatch < 0.6520803, -0.0254291, 0.0675719), if (age(pubdate) < 26468.5, 0.0140748, -0.0067771))), if (firstPhase < 0.2358329, -0.0589521, -0.0304161)), if (age(pubdate) < 33924.5, if (fieldMatch(title).matches < 3.5, if (fieldMatch(body).tail < 385.5, 0.0122213, if (has_thumbnail < 0.5, -0.0048587, if (attribute(nsite_sourcerank) < 7.5, 0.0301315, if (firstPhase < 0.5743825, 0.0348684, 0.0789987)))), 0.0506728), if (fieldMatch(title).matches < 3.5, if (has_thumbnail < 0.5, -0.0341581, if (age(pubdate) < 78222.5, if (fieldMatch(title).earliness < 0.7113095, -0.0086615, 0.0127506), -0.005758)), if (textSimilarity(title).score < 0.8690483, if (fieldMatch(title).earliness < 0.8867521, -0.0017977, 0.0226715), 0.0485398)))) + +if (fieldMatch(title).significance < 0.3738344, if (firstPhase < 0.2257296, if (fieldTermMatch(abstract,0).firstPosition < 132.5, if (nativeFieldMatch < 0.6535025, if (fieldMatch(abstract).segmentDistance < 491.5, -0.0219483, -0.0560976), 0.132536), -0.0567979), if (age(pubdate) < 52635.5, if (nativeRank < 0.3179763, -6.703E-4, 0.0280499), if (has_thumbnail < 0.5, -0.0453724, -0.016349))), if (age(pubdate) < 61420.5, if (fieldMatch(title).head < 2.5, if (age(pubdate) < 5798.5, 0.0478733, if (fieldMatch(title).matches < 2.5, if (has_thumbnail < 0.5, -0.0208666, if (attribute(nsite_sourcerank) < 7.5, 0.009761, if (fieldMatch(abstract).tail < 427.5, 0.0101048, 0.0545342))), if (textSimilarity(title).score < 0.966855, 0.0296234, 0.1358438))), 0.0020724), if (fieldMatch(title).matches < 2.5, if (has_thumbnail < 0.5, -0.0367957, -0.0075612), if (fieldMatch(title).head < 1.5, 0.0109328, -0.0066561)))) + +if (firstPhase < 0.3070119, if (age(pubdate) < 138582.5, if (textSimilarity(title).order < 0.225, if (has_thumbnail < 0.5, -0.0483047, if (fieldMatch(body).segmentDistance < 405.5, -0.0104325, -0.0319824)), 6.393E-4), if (nativeProximity < 0.0966097, -0.0522586, -0.0263222)), if (age(pubdate) < 23922.5, if (fieldMatch(title).significance < 0.6569831, if (fieldMatch(body).weightedOccurrence < 0.0310318, -0.0084455, 0.0223061), 0.0416541), if (age(pubdate) < 129134.5, if (fieldMatch(title).matches < 2.5, if (fieldMatch(title).importance < 0.616692, if (fieldMatch(title).importance < 0.6139815, -0.0022401, if (fieldMatch(body).occurrence < 0.3175, -0.035034, 0.1270683)), if (elementCompleteness(body).completeness < 0.5037244, 0.0108244, -0.0203011)), if (attribute(nsite_sourcerank) < 4.5, if (fieldTermMatch(abstract,1).occurrences < 21.5, 0.0116526, -0.0156016), if (fieldMatch(title).fieldCompleteness < 0.8619048, 0.0242065, 0.181716))), if (fieldMatch(title).matches < 2.5, -0.0178822, -6.292E-4)))) + +if (fieldMatch(title).importance < 0.4775158, if (age(pubdate) < 127218.5, if (firstPhase < 0.2716504, if (fieldMatch(abstract).fieldCompleteness < 0.0071786, if (nativeRank < 0.2014619, -0.0443562, -0.0186484), -0.0046848), if (age(pubdate) < 11403.5, 0.0158345, -0.0023261)), if (nativeProximity < 0.1090899, -0.0378403, -0.0176792)), if (age(pubdate) < 67968.5, if (textSimilarity(body).score < 0.800983, if (attribute(nsite_sourcerank) < 7.5, if (age(pubdate) < 16065.5, 0.0272907, if (fieldMatch(body).head < 0.5, if (fieldMatch(body).significance < 0.564232, -0.0415555, 0.0109471), 0.0136608)), if (fieldMatch(abstract).weightedAbsoluteOccurrence < 0.0405, 0.0038472, if (fieldMatch(title).fieldCompleteness < 0.2330317, 0.0295462, if (fieldTermMatch(abstract,1).occurrences < 24.5, 0.0531835, 0.1200882)))), -6.552E-4), if (fieldTermMatch(title,3).firstPosition < 9.5, if (elementCompleteness(title).fieldCompleteness < 0.3190909, -0.0042812, 0.0195738), if (attribute(nsite_sourcerank) < 2.5, -0.0159849, -4.557E-4)))) + +if (firstPhase < 0.3514932, if (fieldMatch(title).matches < 2.5, if (fieldTermMatch(body,0).firstPosition < 184.5, if (has_thumbnail < 0.5, -0.0356575, if (attribute(nsite_sourcerank) < 4.5, if (fieldMatch(abstract).fieldCompleteness < 0.0057893, -0.0229791, -0.0072499), 6.46E-4)), if (firstPhase < 0.1797803, -0.0537645, -0.0274663)), if (fieldMatch(title).head < 3.5, 0.0095962, -0.0113044)), if (age(pubdate) < 50194.5, if (has_thumbnail < 0.5, if (fieldMatch(title) < 0.9057899, -0.0135795, 0.063343), if (attribute(nsite_sourcerank) < 7.5, if (fieldMatch(title).significance < 0.6488612, if (fieldMatch(title) < 0.9174291, 0.0109882, -0.0501719), if (textSimilarity(title).score < 0.8544436, 0.016445, 0.0412355)), if (fieldMatch(title).earliness < 0.9309524, 0.0119949, 0.0369387))), if (age(pubdate) < 130242.5, if (fieldMatch(title).significance < 0.5955261, -8.15E-5, 0.0128509), if (has_thumbnail < 0.5, -0.0293933, -0.0049229)))) + +if (firstPhase < 0.3504805, if (age(pubdate) < 187402.5, if (nativeProximity < 0.1073494, if (attribute(nsite_sourcerank) < 3.5, -0.0272235, -0.0095891), if (fieldMatch(body).significantOccurrence < 0.0200076, -0.0277551, if (fieldMatch(abstract).fieldCompleteness < 0.0062747, -0.0058929, 0.006838))), if (nativeProximity < 0.0844904, -0.0449748, -0.0227292)), if (age(pubdate) < 96933.5, if (age(pubdate) < 11981.5, if (fieldMatch(body).tail < 430.5, 0.0122655, 0.0276385), if (fieldMatch(title).significance < 0.5997591, if (fieldMatch(body).tail < 257.5, -0.0071876, if (fieldMatch(title).earliness < 0.6885776, -0.0062899, if (attribute(nsite_sourcerank) < 7.5, 0.0057422, 0.0186407))), if (attribute(nsite_sourcerank) < 3.5, 0.0049789, if (elementCompleteness(title).completeness < 0.7510684, if (fieldMatch(body).tail < 537.5, 0.010022, 0.0288243), 0.0645835)))), if (fieldTermMatch(body,3).firstPosition < 85.5, 0.0062575, if (fieldMatch(title).importance < 0.6258104, -0.0139178, -0.001349)))) + +if (firstPhase < 0.2961383, if (age(pubdate) < 41116.5, -2.857E-4, if (firstPhase < 0.1820565, -0.0360945, if (attribute(nsite_sourcerank) < 2.5, -0.0253707, -0.0093753))), if (age(pubdate) < 100294.5, if (fieldMatch(title).matches < 2.5, if (fieldMatch(body) < 0.8711496, -0.0016506, if (age(pubdate) < 5962.5, 0.0335507, if (attribute(nsite_sourcerank) < 2.5, -0.0098349, if (fieldMatch(body).importance < 0.6149738, if (textSimilarity(body).score < 0.8005606, if (fieldMatch(title).significantOccurrence < 0.0788144, -0.0246192, 0.0190168), -0.0223412), 0.01501)))), if (fieldTermMatch(title,1).firstPosition < 2.5, if (fieldMatch(body).tail < 747.5, if (fieldMatch(title).matches < 3.5, 0.0088768, 0.0262362), if (fieldTermMatch(abstract,2).occurrences < 12.5, 0.0404539, 0.0076511)), 0.0061846)), if (has_thumbnail < 0.5, -0.0227643, if (attribute(nsite_sourcerank) < 7.5, if (fieldTermMatch(body,3).firstPosition < 80.5, 0.0018852, -0.0100708), 0.0127433)))) + +if (nativeProximity < 0.1349612, if (fieldMatch(abstract).segmentDistance < 405.5, if (age(pubdate) < 62841.5, if (fieldMatch(abstract).head < 108.5, 0.0050693, -0.0164234), if (fieldTermMatch(body,0).occurrences < 1.5, -0.0273292, -0.0099527)), if (fieldMatch(title).significantOccurrence < 0.0467457, -0.0453834, -0.0212694)), if (fieldMatch(body).significantOccurrence < 0.0300479, if (fieldMatch(title).matches < 3.5, -0.0175729, 0.0063442), if (age(pubdate) < 24513.5, if (fieldMatch(title).significance < 0.6220413, 0.0112771, 0.0252468), if (attribute(nsite_sourcerank) < 2.5, if (fieldTermMatch(title,3).firstPosition < 4.5, if (fieldMatch(body).tail < 1174.5, 0.0014188, 0.0457566), -0.0099423), if (fieldMatch(title).significance < 0.6035345, if (age(pubdate) < 216268.0, 0.0044302, -0.0089938), if (attribute(nsite_sourcerank) < 7.5, if (fieldMatch(abstract) < 0.576422, 0.0187401, 0.0038173), if (nativeFieldMatch < 0.7292691, if (has_thumbnail < 0.5, -0.0371243, 0.02504), 0.065505))))))) + +if (firstPhase < 0.3634825, if (age(pubdate) < 211789.5, if (fieldMatch(body).occurrence < 0.0440196, -0.0154744, if (fieldMatch(abstract).segmentDistance < 678.5, if (attribute(nsite_sourcerank) < 3.5, -0.0047542, if (fieldMatch(abstract).head < 268.5, 0.0085066, -0.009078)), -0.0184686)), -0.0231442), if (age(pubdate) < 174734.5, if (attribute(nsite_sourcerank) < 7.5, if (fieldMatch(title).significantOccurrence < 0.166373, if (textSimilarity(title).fieldCoverage < 0.3207143, if (attribute(nsite_sourcerank) < 2.5, if (fieldTermMatch(body,0).occurrences < 17.5, -0.0013115, -0.0231443), if (age(pubdate) < 50666.5, 0.0107205, 0.0012715)), if (fieldMatch(abstract).tail < 1167.5, 0.011617, 0.0320751)), -0.0111684), if (has_thumbnail < 0.5, if (fieldMatch(title).significantOccurrence < 0.1002541, -0.0375715, 0.0110029), if (fieldMatch(abstract).tail < 357.5, if (fieldMatch(abstract).tail < 339.5, 0.013557, -0.0268947), if (fieldMatch(abstract).occurrence < 0.0400472, -9.744E-4, 0.031657)))), -0.0080665)) + +if (nativeProximity < 0.1648526, if (fieldTermMatch(body,0).firstPosition < 75.5, if (age(pubdate) < 79837.5, if (elementCompleteness(body).completeness < 0.5006852, 0.0152765, -0.0020131), -0.0115469), if (fieldMatch(title).matches < 1.5, -0.0274497, -0.011348)), if (fieldMatch(body).absoluteOccurrence < 0.0408712, if (age(pubdate) < 180612.5, if (fieldMatch(title).importance < 0.6990784, -0.0067349, if (fieldTermMatch(title,1).firstPosition < 2.5, 0.0182392, -0.0068254)), -0.0220034), if (attribute(nsite_sourcerank) < 4.5, if (fieldMatch(abstract).completeness < 0.9500532, 0.018223, if (firstPhase < 0.4839896, if (fieldTermMatch(abstract,4).firstPosition < 140.5, 0.0068546, -0.0052836), 0.0062641)), if (fieldMatch(title).significance < 0.6096762, if (age(pubdate) < 8939.5, 0.0240794, if (fieldMatch(body).significance < 0.5632092, if (elementCompleteness(abstract).completeness < 0.5006899, 0.0396153, -0.0163438), if (textSimilarity(abstract).score < 0.8014893, 0.009118, -0.0245724))), if (fieldMatch(title).occurrence < 0.3827839, 0.0175906, 0.0397003))))) + +if (nativeProximity < 0.1260318, if (fieldMatch(abstract).segmentDistance < 197.5, if (attribute(nsite_sourcerank) < 2.5, -0.0153068, -4.946E-4), if (fieldMatch(title).significance < 0.0913999, -0.0337265, -0.0143653)), if (age(pubdate) < 129108.5, if (fieldMatch(title).head < 2.5, if (fieldMatch(body).tail < 356.5, if (fieldTermMatch(body,3).firstPosition < 116.5, 0.0101369, -0.0014635), if (attribute(nsite_sourcerank) < 7.5, if (firstPhase < 0.6830553, if (fieldMatch(body).tail < 1707.5, if (fieldTermMatch(abstract,1).firstPosition < 3.5, 0.0156855, 0.0055629), if (fieldMatch(title).importance < 0.5624489, -0.0092667, if (fieldMatch(abstract).occurrence < 0.073252, 0.0839125, 0.0252199))), if (fieldMatch(title).significantOccurrence < 0.1661802, -0.003198, -0.0598983)), if (fieldMatch(abstract).significantOccurrence < 0.0432968, -0.0055931, if (fieldMatch(title).significance < 0.5857938, 0.0174991, 0.0377567)))), -0.002476), if (fieldMatch(body).tail < 156.5, -0.019286, if (age(pubdate) < 301618.5, -6.071E-4, -0.012463)))) + +if (firstPhase < 0.3225976, if (nativeProximity < 0.0800712, if (fieldMatch(abstract) < 0.8677868, -0.0209783, 0.0448287), if (has_thumbnail < 0.5, -0.0217449, if (age(pubdate) < 17967.5, 0.0103318, if (fieldTermMatch(body,0).occurrences < 2.5, -0.0114301, -4.004E-4)))), if (age(pubdate) < 216290.5, if (attribute(nsite_sourcerank) < 3.5, if (fieldMatch(title).earliness < 0.844636, -0.0074171, if (fieldMatch(title).importance < 0.474632, -0.0063764, 0.0051043)), if (fieldMatch(title).significance < 0.6096827, if (fieldMatch(body).tail < 265.5, -0.0039, if (textSimilarity(abstract).fieldCoverage < 0.0062199, 0.0053491, 0.0157604)), if (textSimilarity(body).score < 0.8012668, if (textSimilarity(title).score < 0.7611024, 0.002465, if (fieldMatch(abstract) < 0.5523035, 0.0305871, if (nativeRank < 0.3626582, if (fieldMatch(abstract).longestSequenceRatio < 0.9545455, 0.0153569, -0.0085889), if (fieldMatch(abstract).earliness < 0.9943882, 0.0127662, 0.0450218)))), -0.0109264))), -0.009358)) + +if (fieldMatch(body).segmentDistance < 389.5, if (fieldMatch(body).significantOccurrence < 0.0300479, if (fieldTermMatch(title,0).firstPosition < 3.5, -0.0047553, -0.0164693), if (age(pubdate) < 65896.5, if (age(pubdate) < 4540.5, 0.0216804, if (has_thumbnail < 0.5, if (fieldMatch(title).significantOccurrence < 0.0985406, -0.0199442, 0.0064219), if (fieldMatch(title).matches < 2.5, if (attribute(nsite_sourcerank) < 2.5, -0.0052732, if (fieldMatch(abstract).head < 22.5, if (textSimilarity(title).score < 0.4581419, 0.0191932, if (fieldMatch(title) < 0.8808616, -5.833E-4, 0.0117331)), 1.98E-5)), 0.0129173))), if (fieldMatch(title).matches < 2.5, if (fieldMatch(abstract).head < 109.5, if (age(pubdate) < 293677.5, if (attribute(nsite_sourcerank) < 7.5, -0.001832, 0.0080517), -0.0114332), -0.0132015), if (attribute(nsite_sourcerank) < 3.5, 3.58E-4, 0.0100168)))), if (nativeProximity < 0.0543007, -0.0288635, if (age(pubdate) < 270752.0, -0.0078405, -0.029225))) + 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(fieldMatch(body).head < 27.5, if (fieldMatch(abstract).occurrence < 0.0326999, 0.0010613, if (nativeProximity < 0.5570292, if (fieldMatch(abstract).earliness < 0.9756419, if (attribute(nsite_sourcerank) < 3.5, 6.177E-4, if (fieldMatch(body).head < 12.5, -0.0051173, if (age(pubdate) < 39605.0, 0.0029514, -0.0031597))), if (fieldMatch(abstract).earliness < 0.9790388, 0.0031198, if (fieldMatch(abstract).occurrence < 0.119901, if (fieldMatch(body).earliness < 0.9806148, -0.0056952, if (fieldMatch(abstract).significance < 0.7633734, if (fieldMatch(title).completeness < 0.6471429, if (fieldMatch(title).occurrence < 0.1279324, if (fieldMatch(body).completeness < 0.9501885, -0.0020647, 0.001234), 0.0022112), if (firstPhase < 0.4887002, -0.0024234, if (firstPhase < 0.4971733, 0.0111277, -3.041E-4))), -0.0017585)), if (fieldTermMatch(abstract,0).occurrences < 9.5, 0.0029212, -2.67E-5)))), if (fieldMatch(body) < 0.8714693, 0.003514, 3.15E-5))), -0.00185), 2.052E-4) + +if (fieldMatch(title).matches < 2.5, if (fieldTermMatch(body,2).firstPosition < 4.5, if (fieldMatch(abstract).significance < 0.6879147, -0.0039704, if (age(pubdate) < 96750.0, 0.0024229, -0.0037263)), if (age(pubdate) < 276362.5, if (age(pubdate) < 199876.5, 1.091E-4, -0.0020107), 0.0011192)), if (age(pubdate) < 271532.0, if (age(pubdate) < 187316.5, if (fieldMatch(abstract) < 0.5289857, if (fieldMatch(body).fieldCompleteness < 0.0055105, if (attribute(nsite_sourcerank) < 1.5, 0.005214, 4.161E-4), if (fieldMatch(body).fieldCompleteness < 0.0083622, if (fieldTermMatch(body,1).firstPosition < 51.5, -0.0043592, 0.0014393), if (fieldMatch(abstract).significantOccurrence < 0.0489636, -5.05E-4, 0.0032942))), if (age(pubdate) < 9670.5, if (textSimilarity(body).proximity < 0.8560764, 0.0061892, -0.0022801), if (textSimilarity(body).score < 0.6872195, if (textSimilarity(abstract).score < 0.6345021, -7.579E-4, -0.004272), if (fieldMatch(title).absoluteProximity < 0.08155, -0.0015734, 0.0014913)))), 0.0033993), -0.0017379)) + +if (fieldTermMatch(body,3).occurrences < 8.5, if (fieldTermMatch(title,3).firstPosition < 17.5, if (fieldMatch(body).earliness < 0.9989548, if (fieldTermMatch(abstract,0).occurrences < 8.5, if (textSimilarity(title).fieldCoverage < 0.3100962, if (fieldTermMatch(body,0).occurrences < 1.5, -0.001068, 0.0025612), if (fieldMatch(abstract).completeness < 0.9502839, 0.0013431, -0.0019259)), 0.0025941), -0.0021086), if (fieldTermMatch(abstract,3).firstPosition < 24.5, if (elementCompleteness(abstract).fieldCompleteness < 0.0066824, -0.0011265, 0.0027621), if (nativeFieldMatch < 0.5337802, if (fieldMatch(abstract).significance < 0.5959704, -0.0060837, -3.29E-4), if (fieldTermMatch(body,0).firstPosition < 55.5, if (elementCompleteness(abstract).completeness < 0.5050869, if (fieldMatch(title).significance < 0.2523331, -0.0010665, 2.151E-4), -0.0010858), if (fieldTermMatch(title,1).firstPosition < 8.5, 1.93E-5, 0.0042904))))), if (fieldTermMatch(title,3).firstPosition < 53.0, if (fieldMatch(title).earliness < 0.8811765, if (nativeRank < 0.2660936, -0.0016062, 0.0033314), -0.0021074), if (fieldMatch(title).significance < 0.216604, -8.782E-4, 0.0032872))) + +if (fieldMatch(title).significantOccurrence < 0.0555625, if (fieldTermMatch(body,1).firstPosition < 6.5, -0.0010197, if (fieldTermMatch(abstract,1).firstPosition < 24.5, if (fieldMatch(title).significantOccurrence < 0.0496396, 9.077E-4, 0.0072649), -1.679E-4)), if (fieldMatch(abstract).fieldCompleteness < 0.0184293, if (fieldMatch(title).completeness < 0.9803846, if (fieldMatch(title).longestSequence < 3.5, if (attribute(nsite_sourcerank) < 2.5, if (fieldMatch(body).tail < 130.5, -0.0025557, if (fieldMatch(abstract).importance < 0.5649972, 0.0044229, if (fieldMatch(abstract).tail < 349.5, if (fieldTermMatch(abstract,3).occurrences < 1.5, if (nativeFieldMatch < 0.6121378, -0.0033673, 0.0017169), 0.0031884), if (fieldMatch(title).significantOccurrence < 0.0725406, -0.0039013, if (fieldMatch(abstract).absoluteOccurrence < 0.0378889, -0.0044107, if (age(pubdate) < 95494.5, -9.182E-4, 0.0014034)))))), if (fieldMatch(body).significance < 0.5470809, if (fieldTermMatch(body,1).firstPosition < 197.5, -0.0048846, -6.22E-5), if (fieldMatch(abstract).occurrence < 0.0305421, 0.0016266, 1.306E-4))), -0.0019758), 0.0039523), 9.117E-4)) + +if (fieldMatch(abstract).earliness < 0.9950203, if (fieldMatch(body).earliness < 0.9948029, 4.97E-5, -0.0054671), if (fieldMatch(abstract).earliness < 0.9953552, 0.0049853, if (fieldMatch(abstract).completeness < 0.9501958, if (elementCompleteness(body).fieldCompleteness < 0.0031064, if (age(pubdate) < 30796.5, if (fieldMatch(body).completeness < 0.9501086, -7.077E-4, if (elementCompleteness(abstract).completeness < 0.5011532, 0.0160038, 0.001673)), if (fieldMatch(body).earliness < 0.9974185, -0.0031204, if (fieldMatch(abstract).earliness < 0.9987589, 0.0033948, if (fieldMatch(body).completeness < 0.9501069, if (elementCompleteness(abstract).fieldCompleteness < 0.0018258, -0.0019982, 0.0088041), -0.002767)))), if (nativeRank < 0.4001684, if (textSimilarity(title).proximity < 0.999349, 8.578E-4, 0.0070364), -0.0019761)), if (fieldMatch(abstract).fieldCompleteness < 0.0046213, -0.002664, if (elementCompleteness(title).fieldCompleteness < 0.1835017, if (elementCompleteness(abstract).completeness < 0.5026481, 0.0049613, 3.07E-5), if (attribute(nsite_sourcerank) < 7.5, if (fieldTermMatch(body,0).occurrences < 4.5, -0.0014354, 0.0023555), -0.0046872)))))) + +if (fieldMatch(abstract).occurrence < 0.0736099, if (fieldMatch(title).head < 1.5, 3.55E-4, -2.573E-4), if (fieldMatch(abstract).importance < 0.4449724, -0.004257, if (fieldMatch(abstract).completeness < 0.9500928, if (age(pubdate) < 43588.5, 0.0023358, -7.29E-5), if (fieldMatch(body).significantOccurrence < 0.080009, if (fieldTermMatch(title,2).firstPosition < 8.5, 9.033E-4, if (fieldMatch(title).tail < 7.5, -0.0030864, 9.556E-4)), if (fieldMatch(abstract).tail < 858.5, if (attribute(nsite_sourcerank) < 7.5, if (fieldMatch(body).longestSequenceRatio < 0.4409722, 0.0017532, if (nativeRank < 0.3886924, if (textSimilarity(title).score < 0.7916537, if (nativeFieldMatch < 0.5986167, -0.0017962, if (textSimilarity(title).score < 0.7551562, -9.32E-5, 0.0088315)), -0.0026265), 0.001653)), if (has_thumbnail < 0.5, -0.0059822, if (textSimilarity(abstract).score < 0.8005818, if (fieldMatch(abstract).absoluteProximity < 0.0869167, 3.848E-4, 0.0091911), -0.0013237))), if (fieldMatch(title).significantOccurrence < 0.1163731, -1.525E-4, -0.0029388)))))) + +if (age(pubdate) < 38277.5, if (fieldTermMatch(body,0).occurrences < 22.5, if (fieldTermMatch(abstract,0).occurrences < 13.5, if (fieldMatch(body).significance < 0.6818048, if (fieldMatch(body).importance < 0.6916481, if (fieldMatch(abstract).importance < 0.6318575, if (fieldMatch(abstract).significance < 0.5627776, -8.471E-4, if (attribute(nsite_sourcerank) < 3.5, -0.0018268, if (textSimilarity(title).score < 0.8307752, 0.0040192, -1.435E-4))), -0.0025182), 0.0016817), if (fieldTermMatch(abstract,4).firstPosition < 554.5, 1.66E-4, -0.0020004)), if (fieldTermMatch(abstract,0).firstPosition < 2.5, 0.0054765, 4.06E-5)), -0.0023965), if (fieldMatch(title).head < 0.5, if (fieldMatch(abstract).head < 12.5, if (fieldMatch(body).earliness < 0.9915003, 0.0015188, -1.074E-4), if (fieldMatch(title).tail < 9.5, if (fieldMatch(body).occurrence < 0.0815492, 5.32E-4, if (fieldMatch(abstract).completeness < 0.9501911, 2.708E-4, -0.0035752)), -0.0026105)), if (fieldMatch(abstract).relatedness < 0.4852941, -7.544E-4, if (fieldMatch(body).tail < 382.5, -8.9E-6, 0.001224)))) + diff --git a/config-model/src/test/derived/nuwa/nuwa_v2_sourceid.expression b/config-model/src/test/derived/nuwa/nuwa_v2_sourceid.expression new file mode 100644 index 00000000000..26a14233eed --- /dev/null +++ b/config-model/src/test/derived/nuwa/nuwa_v2_sourceid.expression @@ -0,0 +1,501 @@ +if 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(fieldMatch(abstract).absoluteOccurrence < 0.0241667, if (fieldMatch(abstract).importance < 0.4338466, if (fieldMatch(abstract).tail < 322.5, if (fieldMatch(title) < 0.9382825, if (fieldMatch(abstract).head < 421.5, if (fieldMatch(abstract).tail < 96.0, 0.0063944, if (fieldMatch(abstract) < 0.8694786, -0.0289325, 0.0149683)), 0.0367018), -0.0574543), 0.0222715), 0.0017023), if (fieldMatch(abstract).importance < 0.4299675, if (fieldMatch(abstract).importance < 0.4256723, 0.0011131, if (fieldMatch(abstract).absoluteOccurrence < 0.0325, -0.0417259, if (fieldMatch(abstract) < 0.8708059, -0.0281473, 0.0094326))), if (fieldMatch(abstract).earliness < 0.6325849, -0.0236462, 0.0046595))), if (fieldMatch(title).importance < 0.5434599, -0.0023967, -0.0467527))))) + diff --git a/config-model/src/test/derived/nuwa/socialboost.expression b/config-model/src/test/derived/nuwa/socialboost.expression new file mode 100644 index 00000000000..46b2f174aad --- /dev/null +++ b/config-model/src/test/derived/nuwa/socialboost.expression @@ -0,0 +1,4 @@ +if (query(socialboostfactor) > 0, + query(socialboostfactor) * + log(dotProduct("socialvector", "social")) + , 0) diff --git a/config-model/src/test/derived/nuwa/usrankmlr_aug16.expression b/config-model/src/test/derived/nuwa/usrankmlr_aug16.expression new file mode 100644 index 00000000000..ce531901e43 --- /dev/null +++ b/config-model/src/test/derived/nuwa/usrankmlr_aug16.expression @@ -0,0 +1,93 @@ +if (elementCompleteness(title).fieldCompleteness < 0.0169935, -0.19, if (elementCompleteness(abstract).completeness < 0.0613635, -0.19, if (fieldMatch(title) < 0.5794095, if (elementCompleteness(abstract).completeness < 0.50025, if (fieldMatch(title) < 0.2745125, if (fieldMatch(abstract) < 0.1774505, if (fieldMatch(title) < 0.167485, 0.0330464, if (elementCompleteness(abstract).completeness < 0.304844, 0.0502846, 0.0680299)), if (fieldMatch(abstract) < 0.2657675, if (fieldMatch(title).earliness < 0.3095235, 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(fieldTermMatch(body,3).firstPosition < 120.5, -0.0012273, if (fieldMatch(body).segmentDistance < 326.5, if (fieldMatch(body).importance < 0.258288, -2.2E-6, if (fieldMatch(title).tail < 4.5, 4.25E-5, 9.843E-4)), -2.053E-4)) + +if (fieldMatch(body) < 0.5195365, if (fieldTermMatch(abstract,1).firstPosition < 110.5, 2.061E-4, -3.75E-5), if (fieldMatch(abstract) < 0.662771, if (fieldMatch(abstract).importance < 0.071921, 4.05E-5, -7.752E-4), 2.66E-5)) + +if (fieldMatch(title) < 0.2784455, if (fieldMatch(title).importance < 0.0925135, -1.86E-5, 4.474E-4), if (fieldMatch(abstract).head < 0.5, 1.363E-4, if (fieldMatch(abstract) < 0.752579, -5.035E-4, 0.0))) + +if (fieldMatch(abstract).head < 2.5, if (fieldMatch(abstract).segmentProximity < 0.4662315, -2.88E-5, 3.149E-4), if (fieldMatch(title).occurrence < 0.097619, 1.63E-5, if (fieldMatch(body) < 0.84952, -4.936E-4, 5.83E-5))) + +if (fieldMatch(abstract).segmentProximity < 0.5756295, if (fieldMatch(abstract).earliness < 0.6824235, 2.32E-5, -5.038E-4), if (fieldMatch(abstract) < 0.8520895, if (fieldMatch(title).longestSequenceRatio < 0.5833335, -3.24E-5, 3.484E-4), -5.97E-5)) + +if (fieldTermMatch(abstract,0).firstPosition < 28.5, if (fieldTermMatch(title,0).firstPosition < 3.5, -2.012E-4, 4.06E-5), if (fieldTermMatch(abstract,0).firstPosition < 188.0, 2.247E-4, -1.03E-5)) + +if (fieldMatch(body).significantOccurrence < 0.0519945, if (fieldMatch(title).longestSequenceRatio < 0.5833335, -2.08E-5, 1.606E-4), if (fieldMatch(body).significance < 0.2417345, 3.28E-5, -3.457E-4)) + +if (elementCompleteness(abstract).completeness < 0.281754, if (fieldMatch(abstract).head < 3.5, 3.8E-5, -5.417E-4), if (fieldTermMatch(title,1).firstPosition < 15.5, if (fieldMatch(abstract) < 0.424039, 0.0010345, -1.15E-5), -3.22E-5)) + +if (fieldMatch(abstract).segmentProximity < 0.7590285, if (fieldMatch(title).significantOccurrence < 0.054094, 4.71E-5, -3.008E-4), if (fieldMatch(abstract) < 0.2671845, if (fieldMatch(title).importance < 0.0954725, -1.03E-5, 0.0010695), -3.8E-6)) + +if (fieldMatch(title) < 0.427171, if (fieldMatch(title).head < 0.5, 2.71E-5, -2.272E-4), if (fieldMatch(title) < 0.875162, 4.069E-4, -7.87E-5)) + +if (fieldMatch(abstract).earliness < 0.344284, -6.18E-5, if (fieldMatch(title).gapLength < 1.5, if (textSimilarity(abstract).order < 0.775, if (fieldMatch(body) < 0.3577275, -5.21E-5, 4.443E-4), -2.1E-5), 0.0014233)) + +if (fieldMatch(title).head < 0.5, 3.17E-5, if (fieldMatch(title).significantOccurrence < 0.096911, 6.96E-5, -2.476E-4)) + +if (fieldMatch(title).head < 0.5, 2.86E-5, -8.55E-5) + +if (textSimilarity(abstract).score < 0.554367, if (fieldMatch(abstract) < 0.140023, -4.17E-5, if (fieldMatch(title).orderness < 0.25, -5.68E-5, if (fieldMatch(title) < 0.1719495, 0.0014211, 1.196E-4))), if (textSimilarity(body).proximity < 0.7078125, -3.656E-4, 1.32E-5)) + +if (fieldMatch(abstract).head < 2.5, 6.27E-5, if (elementCompleteness(abstract).completeness < 0.281754, -4.422E-4, if (fieldMatch(abstract).importance < 0.192351, 3.401E-4, if (fieldMatch(abstract).tail < 132.5, -2.215E-4, 1.54E-5)))) + +if (fieldTermMatch(body,1).occurrences < 6.5, if (fieldMatch(title) < 0.2484785, if (fieldMatch(title).significance < 0.0669365, 2.34E-5, -4.366E-4), 1.264E-4), -1.122E-4) + +if (value(0) < 1.0, 7.3E-6, 0.0) + +if (fieldMatch(abstract).significantOccurrence < 0.034462, 2.3E-5, if (fieldMatch(abstract) < 0.140339, -9.995E-4, -7.1E-6)) + +if (value(0) < 1.0, -7.3E-6, 0.0) + +if (fieldMatch(abstract).significantOccurrence < 0.034462, if (fieldMatch(title).tail < 1.5, -2.13E-5, 1.868E-4), -6.9E-5) + +if (textSimilarity(body).score < 0.5477655, if (textSimilarity(body).score < 0.4504465, -2.41E-5, 2.254E-4), -6.38E-5) + +if (fieldMatch(body).relatedness < 0.55, 7.21E-5, -4.28E-5) + +if (fieldMatch(title).fieldCompleteness < 0.1188235, 2.03E-5, if (fieldTermMatch(body,2).firstPosition < 1188.5, -5.204E-4, 4.82E-5)) + +if (fieldTermMatch(abstract,1).firstPosition < 130.5, if (textSimilarity(abstract).proximity < 0.933594, if (fieldMatch(title).completeness < 0.5691665, 3.31E-5, 8.816E-4), -4.32E-5), if (fieldMatch(title).importance < 0.0728325, 2.3E-5, -1.868E-4)) + +if (value(0) < 1.0, -3.0E-6, 0.0) + +if (value(0) < 1.0, 1.4E-5, 0.0) + +if (value(0) < 1.0, 9.8E-6, 0.0) + +if (value(0) < 1.0, -7.5E-6, 0.0) + +if (value(0) < 1.0, 1.5E-6, 0.0) + +if (fieldTermMatch(body,2).firstPosition < 169.5, 1.968E-4, -1.05E-5) + +if (fieldMatch(abstract).absoluteProximity < 0.0844165, if (fieldMatch(abstract).absoluteProximity < 0.04225, 2.27E-5, -8.763E-4), if (textSimilarity(title).score < 0.7057165, if (fieldMatch(title).occurrence < 0.114379, 4.2E-5, -2.599E-4), 2.191E-4)) + +if (fieldMatch(body).longestSequenceRatio < 0.9, if (fieldMatch(title).longestSequenceRatio < 0.5833335, -1.81E-5, if (fieldMatch(body).segmentProximity < 0.933602, -1.0E-6, 6.895E-4)), -3.8E-5) + +if (fieldMatch(title) < 0.2784455, if (fieldMatch(title).tail < 1.5, -2.4E-5, 2.918E-4), if (fieldMatch(title) < 0.430805, -2.892E-4, 3.33E-5)) + +if (fieldMatch(title).head < 0.5, 2.36E-5, -9.56E-5) + +if (fieldMatch(abstract).outOfOrder < 0.5, 9.2E-6, -0.0011856) + +if (fieldMatch(abstract).segmentProximity < 0.7590285, if (fieldMatch(abstract).occurrence < 0.0374415, 6.8E-6, -5.427E-4), if (fieldMatch(abstract).occurrence < 0.0578315, if (fieldMatch(body).earliness < 0.945587, 6.69E-5, -1.991E-4), 1.479E-4)) + +if (fieldMatch(title).head < 0.5, 2.13E-5, if (fieldMatch(title) < 0.843302, if (textSimilarity(title).score < 0.438281, -7.01E-5, -6.507E-4), 1.495E-4)) + +if (fieldMatch(abstract).earliness < 0.833625, if (fieldMatch(abstract).occurrence < 0.1051315, if (fieldMatch(abstract) < 0.2443275, -5.99E-5, 1.197E-4), -5.238E-4), 8.75E-5) + +if (fieldMatch(abstract).completeness < 0.9503025, if (fieldMatch(title).absoluteProximity < 0.029, 1.74E-5, if (fieldMatch(abstract).head < 8.5, 3.81E-5, if (fieldMatch(abstract) < 0.1637695, -0.0011333, -8.56E-5))), 8.16E-5) + +if (fieldMatch(body).relatedness < 0.5833335, if (elementCompleteness(title).completeness < 0.2037545, -4.6E-6, 2.534E-4), -3.0E-5) + +if (value(0) < 1.0, -2.6E-6, 0.0) + +if (fieldMatch(abstract) < 0.266413, if (fieldTermMatch(abstract,1).firstPosition < 29.5, if (fieldMatch(title).importance < 0.097195, -1.068E-4, 0.001662), 4.7E-6), -5.41E-5) + +if (fieldMatch(body).tail < 572.5, -3.83E-5, 7.25E-5) + +if (fieldMatch(abstract) < 0.5208675, if (fieldMatch(abstract).earliness < 0.297686, -4.76E-5, if (fieldMatch(abstract).segmentProximity < 0.728723, -1.023E-4, if (elementCompleteness(abstract).completeness < 0.5015625, 9.38E-5, 7.421E-4))), -5.43E-5) + +if (value(0) < 1.0, -1.01E-5, 0.0) + +if (value(0) < 1.0, 8.8E-6, 0.0) + +if (value(0) < 1.0, -1.38E-5, 0.0) + +if (value(0) < 1.0, -2.2E-6, 0.0) + diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/OutsideTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/OutsideTestCase.java index cd688a1b159..c06a43a18ed 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/OutsideTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/OutsideTestCase.java @@ -15,6 +15,7 @@ import static org.junit.Assert.assertTrue; * @author bratseth */ public class OutsideTestCase extends SearchDefinitionTestCase { + @Test public void testOutsideIndex() throws IOException, ParseException { Search search = SearchBuilder.buildFromFile("src/test/examples/outsidedoc.sd"); @@ -23,8 +24,10 @@ public class OutsideTestCase extends SearchDefinitionTestCase { assertTrue(defaultIndex.isPrefix()); assertEquals("default.default",defaultIndex.aliasIterator().next()); } + @Test public void testOutsideSummary() throws IOException, ParseException { SearchBuilder.buildFromFile("src/test/examples/outsidesummary.sd"); } + } diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/RankProfileTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/RankProfileTestCase.java index 89587c7b1a3..ae3b775f13d 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/RankProfileTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/RankProfileTestCase.java @@ -1,6 +1,7 @@ // Copyright 2016 Yahoo Inc. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.searchdefinition; +import com.yahoo.collections.Pair; import com.yahoo.component.ComponentId; import com.yahoo.config.model.application.provider.BaseDeployLogger; import com.yahoo.document.DataType; @@ -19,6 +20,8 @@ import com.yahoo.vespa.model.container.search.QueryProfiles; import org.junit.Test; import java.util.Iterator; +import java.util.List; +import java.util.Optional; import static org.junit.Assert.assertEquals; import static org.junit.Assert.assertFalse; @@ -83,14 +86,14 @@ public class RankProfileTestCase extends SearchDefinitionTestCase { assertEquals(1200, rankProfile.getNumSearchPartitions()); AttributeFields attributeFields = new AttributeFields(search); RawRankProfile rawRankProfile = new RawRankProfile(rankProfile, attributeFields); - assertTrue(rawRankProfile.configProperties().containsKey("vespa.matching.termwise_limit")); - assertEquals("0.78", rawRankProfile.configProperties().get("vespa.matching.termwise_limit")); - assertTrue(rawRankProfile.configProperties().containsKey("vespa.matching.numthreadspersearch")); - assertEquals("8", rawRankProfile.configProperties().get("vespa.matching.numthreadspersearch")); - assertTrue(rawRankProfile.configProperties().containsKey("vespa.matching.minhitsperthread")); - assertEquals("70", rawRankProfile.configProperties().get("vespa.matching.minhitsperthread")); - assertTrue(rawRankProfile.configProperties().containsKey("vespa.matching.numsearchpartitions")); - assertEquals("1200", rawRankProfile.configProperties().get("vespa.matching.numsearchpartitions")); + assertTrue(findProperty(rawRankProfile.configProperties(), "vespa.matching.termwise_limit").isPresent()); + assertEquals("0.78", findProperty(rawRankProfile.configProperties(), "vespa.matching.termwise_limit").get()); + assertTrue(findProperty(rawRankProfile.configProperties(), "vespa.matching.numthreadspersearch").isPresent()); + assertEquals("8", findProperty(rawRankProfile.configProperties(), "vespa.matching.numthreadspersearch").get()); + assertTrue(findProperty(rawRankProfile.configProperties(), "vespa.matching.minhitsperthread").isPresent()); + assertEquals("70", findProperty(rawRankProfile.configProperties(), "vespa.matching.minhitsperthread").get()); + assertTrue(findProperty(rawRankProfile.configProperties(), "vespa.matching.numsearchpartitions").isPresent()); + assertEquals("1200", findProperty(rawRankProfile.configProperties(), "vespa.matching.numsearchpartitions").get()); } @Test @@ -118,9 +121,9 @@ public class RankProfileTestCase extends SearchDefinitionTestCase { private static void assertAttributeTypeSettings(RankProfile profile, Search search) { RawRankProfile rawProfile = new RawRankProfile(profile, new AttributeFields(search)); - assertEquals("tensor(x[10])", rawProfile.configProperties().get("vespa.type.attribute.a")); - assertEquals("tensor(y{})", rawProfile.configProperties().get("vespa.type.attribute.b")); - assertFalse(rawProfile.configProperties().containsKey("vespa.type.attribute.c")); + assertEquals("tensor(x[10])", findProperty(rawProfile.configProperties(), "vespa.type.attribute.a").get()); + assertEquals("tensor(y{})", findProperty(rawProfile.configProperties(), "vespa.type.attribute.b").get()); + assertFalse(findProperty(rawProfile.configProperties(), "vespa.type.attribute.c").isPresent()); } @Test @@ -160,10 +163,17 @@ public class RankProfileTestCase extends SearchDefinitionTestCase { private static void assertQueryFeatureTypeSettings(RankProfile profile, Search search) { RawRankProfile rawProfile = new RawRankProfile(profile, new AttributeFields(search)); - assertEquals("tensor(x[10])", rawProfile.configProperties().get("vespa.type.query.tensor1")); - assertEquals("tensor(y{})", rawProfile.configProperties().get("vespa.type.query.tensor2")); - assertFalse(rawProfile.configProperties().containsKey("vespa.type.query.tensor3")); - assertFalse(rawProfile.configProperties().containsKey("vespa.type.query.numeric")); + assertEquals("tensor(x[10])", findProperty(rawProfile.configProperties(), "vespa.type.query.tensor1").get()); + assertEquals("tensor(y{})", findProperty(rawProfile.configProperties(), "vespa.type.query.tensor2").get()); + assertFalse(findProperty(rawProfile.configProperties(), "vespa.type.query.tensor3").isPresent()); + assertFalse(findProperty(rawProfile.configProperties(), "vespa.type.query.numeric").isPresent()); + } + + private static Optional<String> findProperty(List<Pair<String, String>> properties, String key) { + for (Pair<String, String> property : properties) + if (property.getFirst().equals(key)) + return Optional.of(property.getSecond()); + return Optional.empty(); } } diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/RankPropertiesTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/RankPropertiesTestCase.java index 697e3d6a265..f49fbf29f71 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/RankPropertiesTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/RankPropertiesTestCase.java @@ -1,6 +1,7 @@ // Copyright 2016 Yahoo Inc. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.searchdefinition; +import com.yahoo.collections.Pair; import com.yahoo.config.model.application.provider.BaseDeployLogger; import com.yahoo.searchdefinition.derived.AttributeFields; import com.yahoo.searchdefinition.derived.RawRankProfile; @@ -59,8 +60,7 @@ public class RankPropertiesTestCase extends SearchDefinitionTestCase { // Check derived model RawRankProfile rawParent = new RawRankProfile(parent, attributeFields); - List<Map.Entry<String, Object>> parentProperties = new ArrayList<>(rawParent.configProperties().entrySet()); - assertEquals("query(a).part0=1500", parentProperties.get(0).toString()); + assertEquals("(query(a),1500)", rawParent.configProperties().get(0).toString()); } { @@ -70,8 +70,7 @@ public class RankPropertiesTestCase extends SearchDefinitionTestCase { // Check derived model RawRankProfile rawChild = new RawRankProfile(rankProfileRegistry.getRankProfile(search, "child"), attributeFields); - List<Map.Entry<String, Object>> childProperties = new ArrayList<>(rawChild.configProperties().entrySet()); - assertEquals("query(a).part0=2000", childProperties.get(0).toString()); + assertEquals("(query(a),2000)", rawChild.configProperties().get(0).toString()); } } diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionConstantsTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionConstantsTestCase.java index 22c7e4d4c1e..a2b120beefa 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionConstantsTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionConstantsTestCase.java @@ -1,6 +1,7 @@ // Copyright 2016 Yahoo Inc. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.searchdefinition; +import com.yahoo.collections.Pair; import com.yahoo.config.model.application.provider.BaseDeployLogger; import com.yahoo.yolean.Exceptions; import com.yahoo.searchdefinition.derived.AttributeFields; @@ -76,9 +77,9 @@ public class RankingExpressionConstantsTestCase extends SearchDefinitionTestCase RankProfile child2 = rankProfileRegistry.getRankProfile(s, "child2").compile(); assertEquals("16.6", child2.getFirstPhaseRanking().getRoot().toString()); assertEquals("foo: 14.0", child2.getMacros().get("foo").getRankingExpression().toString()); - List<Map.Entry<String, Object>> rankProperties = new ArrayList<>(new RawRankProfile(child2, new AttributeFields(s)).configProperties().entrySet()); - assertEquals("rankingExpression(foo).rankingScript.part0=14.0", rankProperties.get(0).toString()); - assertEquals("rankingExpression(firstphase).rankingScript=16.6", rankProperties.get(2).toString()); + List<Pair<String, String>> rankProperties = new RawRankProfile(child2, new AttributeFields(s)).configProperties(); + assertEquals("(rankingExpression(foo).rankingScript,14.0)", rankProperties.get(0).toString()); + assertEquals("(rankingExpression(firstphase).rankingScript,16.6)", rankProperties.get(2).toString()); } @Test diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionInliningTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionInliningTestCase.java index 2a771044f42..95682407597 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionInliningTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionInliningTestCase.java @@ -1,6 +1,7 @@ // Copyright 2016 Yahoo Inc. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.searchdefinition; +import com.yahoo.collections.Pair; import com.yahoo.config.model.application.provider.BaseDeployLogger; import com.yahoo.searchdefinition.derived.AttributeFields; import com.yahoo.searchdefinition.derived.RawRankProfile; @@ -73,23 +74,23 @@ public class RankingExpressionInliningTestCase extends SearchDefinitionTestCase RankProfile parent = rankProfileRegistry.getRankProfile(s, "parent").compile(); assertEquals("17.0", parent.getFirstPhaseRanking().getRoot().toString()); assertEquals("0.0", parent.getSecondPhaseRanking().getRoot().toString()); - List<Map.Entry<String, Object>> parentRankProperties = new ArrayList<>(new RawRankProfile(parent, new AttributeFields(s)).configProperties().entrySet()); - assertEquals("rankingExpression(foo).rankingScript.part0=10.0", parentRankProperties.get(0).toString()); - assertEquals("rankingExpression(firstphase).rankingScript=17.0", parentRankProperties.get(2).toString()); - assertEquals("rankingExpression(secondphase).rankingScript=0.0", parentRankProperties.get(4).toString()); + List<Pair<String, String>> parentRankProperties = new RawRankProfile(parent, new AttributeFields(s)).configProperties(); + assertEquals("(rankingExpression(foo).rankingScript,10.0)", parentRankProperties.get(0).toString()); + assertEquals("(rankingExpression(firstphase).rankingScript,17.0)", parentRankProperties.get(2).toString()); + assertEquals("(rankingExpression(secondphase).rankingScript,0.0)", parentRankProperties.get(4).toString()); RankProfile child = rankProfileRegistry.getRankProfile(s, "child").compile(); assertEquals("31.0 + bar + arg(4.0)", child.getFirstPhaseRanking().getRoot().toString()); assertEquals("24.0", child.getSecondPhaseRanking().getRoot().toString()); - List<Map.Entry<String, Object>> childRankProperties = new ArrayList<>(new RawRankProfile(child, new AttributeFields(s)).configProperties().entrySet()); + List<Pair<String, String>> childRankProperties = new RawRankProfile(child, new AttributeFields(s)).configProperties(); for (Object o : childRankProperties) System.out.println(o); - assertEquals("rankingExpression(foo).rankingScript.part0=12.0", childRankProperties.get(0).toString()); - assertEquals("rankingExpression(bar).rankingScript.part1=14.0", childRankProperties.get(1).toString()); - assertEquals("rankingExpression(boz).rankingScript.part2=3.0", childRankProperties.get(2).toString()); - assertEquals("rankingExpression(baz).rankingScript.part3=9.0 + rankingExpression(boz)", childRankProperties.get(3).toString()); - assertEquals("rankingExpression(arg).rankingScript.part4=a1 * 2", childRankProperties.get(4).toString()); - assertEquals("rankingExpression(firstphase).rankingScript=31.0 + rankingExpression(bar) + rankingExpression(arg@)", censorBindingHash(childRankProperties.get(7).toString())); - assertEquals("rankingExpression(secondphase).rankingScript=24.0", childRankProperties.get(9).toString()); + assertEquals("(rankingExpression(foo).rankingScript,12.0)", childRankProperties.get(0).toString()); + assertEquals("(rankingExpression(bar).rankingScript,14.0)", childRankProperties.get(1).toString()); + assertEquals("(rankingExpression(boz).rankingScript,3.0)", childRankProperties.get(2).toString()); + assertEquals("(rankingExpression(baz).rankingScript,9.0 + rankingExpression(boz))", childRankProperties.get(3).toString()); + assertEquals("(rankingExpression(arg).rankingScript,a1 * 2)", childRankProperties.get(4).toString()); + assertEquals("(rankingExpression(firstphase).rankingScript,31.0 + rankingExpression(bar) + rankingExpression(arg@))", censorBindingHash(childRankProperties.get(7).toString())); + assertEquals("(rankingExpression(secondphase).rankingScript,24.0)", childRankProperties.get(9).toString()); } /** diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionShadowingTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionShadowingTestCase.java index 882814261b5..cade223d51a 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionShadowingTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/RankingExpressionShadowingTestCase.java @@ -1,5 +1,6 @@ package com.yahoo.searchdefinition; +import com.yahoo.collections.Pair; import com.yahoo.searchdefinition.derived.AttributeFields; import com.yahoo.searchdefinition.derived.RawRankProfile; import com.yahoo.searchdefinition.parser.ParseException; @@ -38,12 +39,12 @@ public class RankingExpressionShadowingTestCase extends SearchDefinitionTestCase builder.build(); Search s = builder.getSearch(); RankProfile test = rankProfileRegistry.getRankProfile(s, "test").compile(); - List<Map.Entry<String, Object>> testRankProperties = new ArrayList<>(new RawRankProfile(test, new AttributeFields(s)).configProperties().entrySet()); + List<Pair<String, String>> testRankProperties = new RawRankProfile(test, new AttributeFields(s)).configProperties(); for (Object o : testRankProperties) System.out.println(o); - assertEquals("rankingExpression(sin).rankingScript.part0=x * x", testRankProperties.get(0).toString()); - assertEquals("rankingExpression(sin@).rankingScript.part1=2 * 2", censorBindingHash(testRankProperties.get(1).toString())); - assertEquals("vespa.rank.firstphase=rankingExpression(sin@)", censorBindingHash(testRankProperties.get(2).toString())); + assertEquals("(rankingExpression(sin).rankingScript,x * x)", testRankProperties.get(0).toString()); + assertEquals("(rankingExpression(sin@).rankingScript,2 * 2)", censorBindingHash(testRankProperties.get(1).toString())); + assertEquals("(vespa.rank.firstphase,rankingExpression(sin@))", censorBindingHash(testRankProperties.get(2).toString())); } @@ -78,18 +79,18 @@ public class RankingExpressionShadowingTestCase extends SearchDefinitionTestCase builder.build(); Search s = builder.getSearch(); RankProfile test = rankProfileRegistry.getRankProfile(s, "test").compile(); - List<Map.Entry<String, Object>> testRankProperties = new ArrayList<>(new RawRankProfile(test, new AttributeFields(s)).configProperties().entrySet()); + List<Pair<String, String>> testRankProperties = new RawRankProfile(test, new AttributeFields(s)).configProperties(); for (Object o : testRankProperties) System.out.println(o); - assertEquals("rankingExpression(tan).rankingScript.part0=x * x", testRankProperties.get(0).toString()); - assertEquals("rankingExpression(tan@).rankingScript.part1=x * x", censorBindingHash(testRankProperties.get(1).toString())); - assertEquals("rankingExpression(cos).rankingScript.part2=rankingExpression(tan@)", censorBindingHash(testRankProperties.get(2).toString())); - assertEquals("rankingExpression(cos@).rankingScript.part3=rankingExpression(tan@)", censorBindingHash(testRankProperties.get(3).toString())); - assertEquals("rankingExpression(sin).rankingScript.part4=rankingExpression(cos@)", censorBindingHash(testRankProperties.get(4).toString())); - assertEquals("rankingExpression(tan@).rankingScript.part5=2 * 2", censorBindingHash(testRankProperties.get(5).toString())); - assertEquals("rankingExpression(cos@).rankingScript.part6=rankingExpression(tan@)", censorBindingHash(testRankProperties.get(6).toString())); - assertEquals("rankingExpression(sin@).rankingScript.part7=rankingExpression(cos@)", censorBindingHash(testRankProperties.get(7).toString())); - assertEquals("vespa.rank.firstphase=rankingExpression(sin@)", censorBindingHash(testRankProperties.get(8).toString())); + assertEquals("(rankingExpression(tan).rankingScript,x * x)", testRankProperties.get(0).toString()); + assertEquals("(rankingExpression(tan@).rankingScript,x * x)", censorBindingHash(testRankProperties.get(1).toString())); + assertEquals("(rankingExpression(cos).rankingScript,rankingExpression(tan@))", censorBindingHash(testRankProperties.get(2).toString())); + assertEquals("(rankingExpression(cos@).rankingScript,rankingExpression(tan@))", censorBindingHash(testRankProperties.get(3).toString())); + assertEquals("(rankingExpression(sin).rankingScript,rankingExpression(cos@))", censorBindingHash(testRankProperties.get(4).toString())); + assertEquals("(rankingExpression(tan@).rankingScript,2 * 2)", censorBindingHash(testRankProperties.get(5).toString())); + assertEquals("(rankingExpression(cos@).rankingScript,rankingExpression(tan@))", censorBindingHash(testRankProperties.get(6).toString())); + assertEquals("(rankingExpression(sin@).rankingScript,rankingExpression(cos@))", censorBindingHash(testRankProperties.get(7).toString())); + assertEquals("(vespa.rank.firstphase,rankingExpression(sin@))", censorBindingHash(testRankProperties.get(8).toString())); } @@ -118,14 +119,14 @@ public class RankingExpressionShadowingTestCase extends SearchDefinitionTestCase builder.build(); Search s = builder.getSearch(); RankProfile test = rankProfileRegistry.getRankProfile(s, "test").compile(); - List<Map.Entry<String, Object>> testRankProperties = new ArrayList<>(new RawRankProfile(test, new AttributeFields(s)).configProperties().entrySet()); + List<Pair<String, String>> testRankProperties = new RawRankProfile(test, new AttributeFields(s)).configProperties(); for (Object o : testRankProperties) System.out.println(o); - assertEquals("rankingExpression(sin).rankingScript.part0=x * x", testRankProperties.get(0).toString()); - assertEquals("rankingExpression(sin@).rankingScript.part1=4.0 * 4.0", censorBindingHash(testRankProperties.get(1).toString())); - assertEquals("rankingExpression(sin@).rankingScript.part2=cos(5.0) * cos(5.0)", censorBindingHash(testRankProperties.get(2).toString())); - assertEquals("vespa.rank.firstphase=rankingExpression(firstphase)", censorBindingHash(testRankProperties.get(3).toString())); - assertEquals("rankingExpression(firstphase).rankingScript=cos(rankingExpression(sin@)) + rankingExpression(sin@)", censorBindingHash(testRankProperties.get(4).toString())); + assertEquals("(rankingExpression(sin).rankingScript,x * x)", testRankProperties.get(0).toString()); + assertEquals("(rankingExpression(sin@).rankingScript,4.0 * 4.0)", censorBindingHash(testRankProperties.get(1).toString())); + assertEquals("(rankingExpression(sin@).rankingScript,cos(5.0) * cos(5.0))", censorBindingHash(testRankProperties.get(2).toString())); + assertEquals("(vespa.rank.firstphase,rankingExpression(firstphase))", censorBindingHash(testRankProperties.get(3).toString())); + assertEquals("(rankingExpression(firstphase).rankingScript,cos(rankingExpression(sin@)) + rankingExpression(sin@))", censorBindingHash(testRankProperties.get(4).toString())); } @@ -160,18 +161,17 @@ public class RankingExpressionShadowingTestCase extends SearchDefinitionTestCase builder.build(); Search s = builder.getSearch(); RankProfile test = rankProfileRegistry.getRankProfile(s, "test").compile(); - List<Map.Entry<String, Object>> testRankProperties = new ArrayList<>(new RawRankProfile(test, new AttributeFields(s)).configProperties().entrySet()); + List<Pair<String, String>> testRankProperties = new RawRankProfile(test, new AttributeFields(s)).configProperties(); for (Object o : testRankProperties) System.out.println(o); - assertEquals("rankingExpression(relu).rankingScript.part0=max(1.0,x)", testRankProperties.get(0).toString()); - assertEquals("rankingExpression(relu@).rankingScript.part1=max(1.0,sum(query(q) * constant(W_hidden), input) + constant(b_input))", censorBindingHash(testRankProperties.get(1).toString())); - assertEquals("rankingExpression(hidden_layer).rankingScript.part2=rankingExpression(relu@)", censorBindingHash(testRankProperties.get(2).toString())); - assertEquals("rankingExpression(final_layer).rankingScript.part3=sigmoid(sum(rankingExpression(hidden_layer) * constant(W_final), hidden) + constant(b_final))", testRankProperties.get(3).toString()); - assertEquals("vespa.rank.secondphase=rankingExpression(secondphase)", testRankProperties.get(4).toString()); - assertEquals("rankingExpression(secondphase).rankingScript=sum(rankingExpression(final_layer))", testRankProperties.get(5).toString()); + assertEquals("(rankingExpression(relu).rankingScript,max(1.0,x))", testRankProperties.get(0).toString()); + assertEquals("(rankingExpression(relu@).rankingScript,max(1.0,sum(query(q) * constant(W_hidden), input) + constant(b_input)))", censorBindingHash(testRankProperties.get(1).toString())); + assertEquals("(rankingExpression(hidden_layer).rankingScript,rankingExpression(relu@))", censorBindingHash(testRankProperties.get(2).toString())); + assertEquals("(rankingExpression(final_layer).rankingScript,sigmoid(sum(rankingExpression(hidden_layer) * constant(W_final), hidden) + constant(b_final)))", testRankProperties.get(3).toString()); + assertEquals("(vespa.rank.secondphase,rankingExpression(secondphase))", testRankProperties.get(4).toString()); + assertEquals("(rankingExpression(secondphase).rankingScript,sum(rankingExpression(final_layer)))", testRankProperties.get(5).toString()); } - private String censorBindingHash(String s) { StringBuilder b = new StringBuilder(); boolean areInHash = false; @@ -187,6 +187,4 @@ public class RankingExpressionShadowingTestCase extends SearchDefinitionTestCase return b.toString(); } - - } diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/derived/AbstractExportingTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/derived/AbstractExportingTestCase.java index bd7040e153b..19bc5c1b7e9 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/derived/AbstractExportingTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/derived/AbstractExportingTestCase.java @@ -180,4 +180,5 @@ public abstract class AbstractExportingTestCase extends SearchDefinitionTestCase file.delete(); } } + } diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/derived/GeminiTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/derived/GeminiTestCase.java index 9006cfc73de..dfc38948c80 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/derived/GeminiTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/derived/GeminiTestCase.java @@ -1,12 +1,14 @@ // Copyright 2016 Yahoo Inc. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.searchdefinition.derived; +import com.yahoo.collections.Pair; import com.yahoo.searchdefinition.parser.ParseException; import org.junit.Test; import static org.junit.Assert.assertEquals; import java.io.IOException; import java.util.HashMap; +import java.util.List; import java.util.Map; /** @@ -18,14 +20,21 @@ public class GeminiTestCase extends AbstractExportingTestCase { public void testRanking2() throws IOException, ParseException { DerivedConfiguration c = assertCorrectDeriving("gemini2"); RawRankProfile p = c.getRankProfileList().getRankProfile("test"); - Map<String, String> ranking = removePartKeySuffixes(p.configProperties()); + Map<String, String> ranking = removePartKeySuffixes(asMap(p.configProperties())); assertEquals("attribute(right)", resolve(lookup("toplevel", ranking), ranking)); } + + private Map<String, String> asMap(List<Pair<String, String>> properties) { + Map<String, String> map = new HashMap<>(); + for (Pair<String, String> property : properties) + map.put(property.getFirst(), property.getSecond()); + return map; + } - private Map<String, String> removePartKeySuffixes(Map<String, Object> p) { + private Map<String, String> removePartKeySuffixes(Map<String, String> p) { Map<String, String> pWithoutSuffixes = new HashMap<>(); - for (Map.Entry<String, Object> entry : p.entrySet()) - pWithoutSuffixes.put(removePartSuffix(entry.getKey()), entry.getValue().toString()); + for (Map.Entry<String, String> entry : p.entrySet()) + pWithoutSuffixes.put(removePartSuffix(entry.getKey()), entry.getValue()); return pWithoutSuffixes; } diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/derived/NuwaTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/derived/NuwaTestCase.java new file mode 100644 index 00000000000..3dd92fe955f --- /dev/null +++ b/config-model/src/test/java/com/yahoo/searchdefinition/derived/NuwaTestCase.java @@ -0,0 +1,32 @@ +package com.yahoo.searchdefinition.derived; + +import com.yahoo.searchdefinition.parser.ParseException; +import org.junit.Ignore; +import org.junit.Test; + +import java.io.IOException; + +/** + * A real world mlr ranking model, useful to benchmark memory and cpu usage. + * + * @author bratseth + */ +public class NuwaTestCase extends AbstractExportingTestCase { + + @Test + @Ignore + public void testNuwa() throws IOException, ParseException { + System.gc(); + long freeBytesBefore = Runtime.getRuntime().freeMemory(); + long totalBytesBefore = Runtime.getRuntime().totalMemory(); + + DerivedConfiguration configuration = assertCorrectDeriving("nuwa"); + + System.gc(); + long freeBytesAfter = Runtime.getRuntime().freeMemory(); + long totalBytesAfter = Runtime.getRuntime().totalMemory(); + long additionalAllocated = totalBytesAfter - totalBytesBefore; + System.out.println("Consumed " + ((freeBytesBefore - (freeBytesAfter - additionalAllocated) ) / 1000000) + " Mb"); + } + +} diff --git a/config-model/src/test/java/com/yahoo/searchdefinition/processing/RankingExpressionsTestCase.java b/config-model/src/test/java/com/yahoo/searchdefinition/processing/RankingExpressionsTestCase.java index 083627b1211..879b762f9f3 100644 --- a/config-model/src/test/java/com/yahoo/searchdefinition/processing/RankingExpressionsTestCase.java +++ b/config-model/src/test/java/com/yahoo/searchdefinition/processing/RankingExpressionsTestCase.java @@ -1,6 +1,7 @@ // Copyright 2016 Yahoo Inc. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root. package com.yahoo.searchdefinition.processing; +import com.yahoo.collections.Pair; import com.yahoo.searchdefinition.*; import com.yahoo.searchdefinition.derived.DerivedConfiguration; import com.yahoo.searchdefinition.derived.AttributeFields; @@ -34,23 +35,23 @@ public class RankingExpressionsTestCase extends SearchDefinitionTestCase { assertEquals("78 + closeness(distance)", macros.get("artistmatch").getTextualExpression().trim()); assertEquals(0, macros.get("artistmatch").getFormalParams().size()); - List<Map.Entry<String, Object>> rankProperties = new ArrayList<>(new RawRankProfile(macrosRankProfile, new AttributeFields(search)).configProperties().entrySet()); + List<Pair<String, String>> rankProperties = new RawRankProfile(macrosRankProfile, new AttributeFields(search)).configProperties(); assertEquals(6, rankProperties.size()); - assertEquals("rankingExpression(titlematch$).rankingScript.part0", rankProperties.get(0).getKey()); - assertEquals("var1 * var2 + 890", rankProperties.get(0).getValue()); + assertEquals("rankingExpression(titlematch$).rankingScript", rankProperties.get(0).getFirst()); + assertEquals("var1 * var2 + 890", rankProperties.get(0).getSecond()); - assertEquals("rankingExpression(artistmatch).rankingScript.part1", rankProperties.get(1).getKey()); - assertEquals("78 + closeness(distance)", rankProperties.get(1).getValue()); + assertEquals("rankingExpression(artistmatch).rankingScript", rankProperties.get(1).getFirst()); + assertEquals("78 + closeness(distance)", rankProperties.get(1).getSecond()); - assertEquals("rankingExpression(firstphase).rankingScript", rankProperties.get(5).getKey()); - assertEquals("0.8 + 0.2 * rankingExpression(titlematch$@126063073eb2deb.ab95cd69909927c) + 0.8 * rankingExpression(titlematch$@c7e4c2d0e6d9f2a1.1d4ed08e56cce2e6) * closeness(distance)", rankProperties.get(5).getValue()); + assertEquals("rankingExpression(firstphase).rankingScript", rankProperties.get(5).getFirst()); + assertEquals("0.8 + 0.2 * rankingExpression(titlematch$@126063073eb2deb.ab95cd69909927c) + 0.8 * rankingExpression(titlematch$@c7e4c2d0e6d9f2a1.1d4ed08e56cce2e6) * closeness(distance)", rankProperties.get(5).getSecond()); - assertEquals("rankingExpression(titlematch$@c7e4c2d0e6d9f2a1.1d4ed08e56cce2e6).rankingScript.part3", rankProperties.get(3).getKey()); - assertEquals("7 * 8 + 890", rankProperties.get(3).getValue()); + assertEquals("rankingExpression(titlematch$@c7e4c2d0e6d9f2a1.1d4ed08e56cce2e6).rankingScript", rankProperties.get(3).getFirst()); + assertEquals("7 * 8 + 890", rankProperties.get(3).getSecond()); - assertEquals("rankingExpression(titlematch$@126063073eb2deb.ab95cd69909927c).rankingScript.part2", rankProperties.get(2).getKey()); - assertEquals("4 * 5 + 890", rankProperties.get(2).getValue()); + assertEquals("rankingExpression(titlematch$@126063073eb2deb.ab95cd69909927c).rankingScript", rankProperties.get(2).getFirst()); + assertEquals("4 * 5 + 890", rankProperties.get(2).getSecond()); } @Test(expected = IllegalArgumentException.class) |