{"id":"https://openalex.org/W6912108492","doi":"https://doi.org/10.5281/zenodo.15209155","title":"Replication Package of the EMSE Journal Article: \"In Search of Metrics to Guide Developer-Based Refactoring Recommendations\"","display_name":"Replication Package of the EMSE Journal Article: \"In Search of Metrics to Guide Developer-Based Refactoring Recommendations\"","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W6912108492","doi":"https://doi.org/10.5281/zenodo.15209155"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.15209155","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15209155","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.15209155","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Robredo, Mikel","orcid":"https://orcid.org/0009-0001-9870-1504"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Robredo, Mikel","raw_affiliation_strings":["University of Oulu"],"raw_orcid":"https://orcid.org/0009-0001-9870-1504","affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Esposito, Matteo","orcid":"https://orcid.org/0000-0002-8451-3668"},"institutions":[{"id":"https://openalex.org/I116067653","display_name":"University of Rome Tor Vergata","ror":"https://ror.org/02p77k626","country_code":"IT","type":"education","lineage":["https://openalex.org/I116067653"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI","IT"],"is_corresponding":false,"raw_author_name":"Esposito, Matteo","raw_affiliation_strings":["University of Oulu","University of Rome Tor Vergata"],"raw_orcid":"https://orcid.org/0000-0002-8451-3668","affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]},{"raw_affiliation_string":"University of Rome Tor Vergata","institution_ids":["https://openalex.org/I116067653"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Palomba, Fabio","orcid":"https://orcid.org/0000-0001-9337-5116"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Palomba, Fabio","raw_affiliation_strings":["University of Salerno"],"raw_orcid":"https://orcid.org/0000-0001-9337-5116","affiliations":[{"raw_affiliation_string":"University of Salerno","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pe\u00f1aloza, Rafael","orcid":"https://orcid.org/0000-0002-2693-5790"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pe\u00f1aloza, Rafael","raw_affiliation_strings":["University of Milano-Bicocca"],"raw_orcid":"https://orcid.org/0000-0002-2693-5790","affiliations":[{"raw_affiliation_string":"University of Milano-Bicocca","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":null,"display_name":"Lenarduzzi, Valentina","orcid":"https://orcid.org/0000-0003-0511-5133"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Lenarduzzi, Valentina","raw_affiliation_strings":["University of Oulu"],"raw_orcid":"https://orcid.org/0000-0003-0511-5133","affiliations":[{"raw_affiliation_string":"University of Oulu","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.7311999797821045},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6381999850273132},{"id":"https://openalex.org/keywords/code-refactoring","display_name":"Code refactoring","score":0.5436999797821045},{"id":"https://openalex.org/keywords/feature-model","display_name":"Feature model","score":0.4887999892234802},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4803999960422516},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.4523000121116638},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.34119999408721924}],"concepts":[{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7311999797821045},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6604999899864197},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6381999850273132},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5631999969482422},{"id":"https://openalex.org/C152752567","wikidata":"https://www.wikidata.org/wiki/Q116877","display_name":"Code refactoring","level":3,"score":0.5436999797821045},{"id":"https://openalex.org/C101814296","wikidata":"https://www.wikidata.org/wiki/Q5439685","display_name":"Feature model","level":3,"score":0.4887999892234802},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4803999960422516},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.4523000121116638},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.34119999408721924},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.321399986743927},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.30489999055862427},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3012000024318695},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.2906000018119812},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27869999408721924},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C2983787585","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature matching","level":3,"score":0.2621999979019165},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.26019999384880066},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.2563999891281128},{"id":"https://openalex.org/C72041958","wikidata":"https://www.wikidata.org/wiki/Q185092","display_name":"Flowchart","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.15209155","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15209155","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.15209155","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.15209155","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"This":[0,23],"is":[1,682],"a":[2,643,706,716,950,1014],"replication":[3,637],"package":[4,638],"and":[5,152,174,198,282,285,302,305,339,359,366,392,415,463,565,620,795,804,894,913,1156,1303,1320],"online":[6],"appendix":[7],"for":[8,32,138,142,160,164,182,187,206,210,227,231,248,253,349,432,441,515,524,735,820,843,939,975,989,1020,1029,1053,1070,1112,1129,1184,1201,1237,1254,1291],"the":[9,26,35,41,50,59,63,73,84,89,100,111,118,128,132,147,169,193,215,219,236,240,259,263,273,278,283,293,298,303,312,322,326,352,400,433,438,464,487,492,499,505,534,546,571,577,584,604,614,632,647,652,655,659,669,672,690,713,729,732,738,747,766,782,786,790,801,814,821,837,844,858,868,878,900,903,906,910,914,953,959,964,976,990,1004,1009,1017,1023,1054,1063,1087,1097,1113,1122,1146,1160,1163,1185,1194,1218,1238,1247,1271,1280,1285,1289,1293,1297,1313,1323,1328],"EMSE":[10],"Journal":[11],"paper":[12],"\"In":[13],"Search":[14],"of":[15,34,321,347,351,399,454,469,491,561,576,613,627,654,658,668,709,737,905,919,1022,1308],"Metrics":[16],"to":[17,588,650,678,1007,1166,1331],"Guide":[18],"Developer-Based":[19],"Refactoring":[20,427,511,520,539,1336],"Recommendations\".":[21],"Contents":[22],"repository":[24,648],"contains":[25],"following:":[27],"INSTALL:":[28],"Detailed":[29],"installation":[30],"instructions":[31],"each":[33,350,947,1021],"used":[36,660,784,788],"tools":[37],"as":[38,40,698,700],"well":[39,699],"required":[42],"Python":[43],"dependencies.":[44],"FIGURES:":[45],"Graphical":[46],"contents":[47],"shared":[48],"in":[49,311,325,370,437,550,583,721,785,789,891,917,1031,1038],"manuscript.":[51],"Study":[52,54,314,316],"design:":[53,55,315],"Vertical":[56],"diagram":[57,71,82,98],"with":[58,72,83,99,127,150,172,196,218,239,262,272,277,292,297,404,481,553,646,746,765,781,800,813,823,836,846,857,867,877,899,949,979,993,1016,1035,1047,1062,1076,1106,1121,1135,1178,1193,1207,1231,1246,1260,1301,1344],"steps":[60],"undergone":[61,87],"during":[62,88],"study":[64,327,552,585],"design.":[65],"Data":[66,93,1001],"collection":[67,75,91],"process":[68,76,79,86,95,103,139,143,207,211,367,502,697,796,805,1157],"diagram:":[69,80,96],"Workflow":[70,81,97],"data":[74,90,101,598,819,830,842,927,1049,1108,1180,1233,1343],"undergone.":[77,104],"Sampling":[78],"sampling":[85,1024,1338],"stage.":[92,793,1057,1116,1188,1241,1325],"analysis":[94,102,389],"CoT":[105,119,776,791,1055,1114,1186,1239],"learning":[106,120,792,1056,1115,1187,1240],"example:":[107],"Example":[108],"prompt":[109,113],"from":[110,131,376,486,498,694,855,909,928,1351],"performed":[112,133,279,299],"engineering":[114],"stage":[115],"based":[116,145,167,191,213,234,257,379,384,449,609,1170,1223],"on":[117,146,168,192,214,235,258,380,385,533,538,610,1086,1145,1171,1217,1224,1270],"technique.":[121],"Results:":[122,418],"RMC":[123],"frequencies":[124,568],"histogram:":[125],"Histogram":[126],"RMCs":[129,485],"resulting":[130,497,693],"Open-Coding.":[134],"RF":[135,148,157,170,179,194],"feature":[136,154,158,176,180,200,204,221,225,242,246,265],"importance":[137,155,159,177,181,201,205,222,226,243,247,266],"metrics:":[140,162,185,208,229,251,364,797,863,872],"Results":[141,163,186,209,230,252,1169,1222],"metrics":[144,166,190,212,233,256,368,866,876,1158],"algorithm":[149,171,195,217,238,261],"MDA":[151,173,197],"MDG":[153,175,199],"metrics.":[156,178,202,806],"product":[161,165,228,232,803,1155],"all":[183,188,249,254,545,596,963,1279],"SW":[184,189,250,255],"XGB":[203,216,224,237,245,260],"IG":[220,241,264],"metric.":[223,244,267],"Spearman's":[268,274],"correlation":[269,275,289,295,394],"matrix:":[270,290],"Heatmap":[271,291],"matrix":[276,296],"uncorrected":[280,300],"correlations,":[281,301],"Bonferroni":[284,304],"BH-corrected":[286,306],"correlations.":[287,307],"Kendall's":[288,294],"TABLES:":[308],"Tables":[309],"appearing":[310],"article.":[313],"Context:":[317],"Summary":[318,453,468],"descriptive":[319],"statistics":[320],"projects":[323,581,908,1321],"considered":[324,401,549,582],"context.":[328,586],"RMT":[329,342,742,748,758,767,851,856],"detectable":[330,335,411],"refactoring":[331,348,353,382,402,434,493,507,547,558,606,755,774,825,848,860,925,1030,1309,1316,1318,1341],"types:":[332],"Refactorings":[333,409],"Types":[334,410,512,521],"by":[336,356,412],"RefactoringMiner":[337,357,413,1302],"3.0":[338,358,414],"newer":[340,360,416],"versions.":[341,417],"mined":[343,752,771],"output:":[344,743,852],"Detected":[345],"density":[346],"types":[354,403,435,548],"detected":[355,456,824,847,859],"version.":[361],"Computed":[362,864],"Software":[363,580,601],"Product":[365,794],"adopted":[369,615,930],"this":[371,551,636,895],"study.":[372],"Motivations:":[373],"Motivations":[374,471],"derived":[375],"developers\u2019":[377,1098,1164],"answers":[378],"their":[381,554,566,628],"activity":[383],"related":[386,931],"work.":[387,932],"Correlation":[388],"interpretability:":[390],"Spearman\u2019s":[391],"Kendall\u2019s":[393],"coefficients'":[395],"interpretation.":[396],"refactoring-motivations-related:":[397],"Definitions":[398],"ground":[405],"truth":[406],"motivations.":[407,508],"refactorings:":[408],"RQ1:":[419,1026],"LLMvsHumCT:":[420],"LLM":[421,448,460,470,479,1058,1064,1077,1117,1123,1136,1172,1189,1195,1208,1242,1248,1261],"Motivation":[422,446],"Alignment":[423,480],"Agreement":[424],"Contingency":[425],"Table.":[426],"Type":[428],"representativeness:":[429],"Representativeness":[430],"level":[431],"sampled":[436,605,1051,1110,1182,1235],"manual":[439],"validation":[440,1065,1078,1085,1124,1137,1144,1196,1209,1216,1249,1262,1269],"RQ$_1$.":[442],"AgreementHvsLLM:":[443],"Testing":[444],"Human":[445,477],"against":[447],"motivation.":[450],"Disagreement":[451],"categories:":[452],"manually":[455],"disagreement":[457],"categories":[458,495,564],"between":[459,888,902],"extracted":[461,506,599],"motivations":[462,1028,1095,1161],"literature.":[465],"RQ2:":[466,1091],"ExtendedMotivations:":[467],"that":[472,503,624,1284],"Extend":[473],"Human-Reported":[474],"Motivations.":[475],"HumanValidatedAlignment:":[476],"Validated":[478],"Literature.":[482],"RQ3:":[483,1150],"Resulting":[484],"Open-Coding":[488],"stage:":[489],"Description":[490],"motivation":[494,563,926],"(RMC)":[496],"Open":[500],"Coding":[501],"group":[504],"CCR":[509,516],"RMC:":[510,519],"Frequencies":[513,522],"(#)":[514,523],"RMC.":[517,526],"CSRR":[518,525],"Related":[527,529,531],"Works:":[528],"Work:":[530],"work":[532,893,912,916],"existing":[535],"previous":[536],"research":[537],"Recommendation":[540],"Appendix:":[541],"Abbreviations:":[542],"Table":[543],"including":[544],"abbreviations.":[555],"Unique":[556],"LLM-based":[557],"motivations:":[559,1173,1226],"List":[560,575],"unique":[562],"respective":[567],"grouped":[569],"into":[570,715],"defined":[572],"RMCs.":[573],"PROJECTS:":[574],"initial":[578],"124":[579],"(Links":[587],"GitHub":[589,944,951],"repositories":[590,633,661,675],"provided).":[591],"DATA:":[592],"A":[593,1276],"folder":[594,670,734,1015,1277],"containing":[595,671,1003,1278],"raw":[597,691],"Compressed":[600],"Repositories:":[602],"Since":[603,1355],"observations":[607],"were":[608],"different":[611],"versions":[612],"repositories,":[616],"we":[617,641],"cloned":[618,673],"them":[619,622,885,1300],"analyzed":[621,907,1005],"at":[623],"specific":[625,656],"stager":[626],"development":[629],"process.":[630],"Providing":[631],"made":[634],"publishing":[635],"impossible,":[639],"therefore":[640],"provide":[642],"CSV":[644,897],"table":[645,681,898],"information":[649],"make":[651],"clonning":[653],"version":[657,816,839,1305,1345],"available.":[662],"(IMPORTANT)":[663],"NOTE:":[664],"The":[665,680,724],"real":[666],"size":[667,683,708,890,1330],"software":[674,1039],"summed":[676],"up":[677,720],"232GB.":[679],"58KB":[684],"now.":[685],"Mined":[686],"output":[687,749,759,768,854],"items:":[688,778],"Similarly,":[689],"outputs":[692,704],"RMiner's":[695],"mining":[696,703,1324],"other":[701],"additional":[702,1094],"reached":[705],"total":[707],"178GB.":[710],"We":[711],"compressed":[712,733],"content":[714,730,783],"7z":[717],"file":[718,745,764,780,799,812,835],"ending":[719],"5GB":[722],"approximately.":[723],"following":[725],"itemized":[726],"list":[727,960],"presents":[728],"within":[731],"one":[736],"processed":[739],"projects:":[740],"Filtered":[741,757],"JSON":[744,763,798,811,834,1046,1061,1105,1120,1177,1192,1230,1245],"after":[750,769,1322],"cleaning":[751,770],"commits":[753,772,822,845],"without":[754,773],"activity.":[756,775,826,849,861],"(UTF-8):":[760,831],"UTF-8":[761,832],"encoded":[762,833],"input":[777,1044,1048,1103,1107,1175,1179,1228,1232],"Pickle":[779],"prompts":[787],"computed":[802,874],"Version":[807,827],"Control":[808,828],"History":[809,829],"data:":[810,1045,1104,1176,1229],"ordered":[815,838],"control":[817,840,1306,1346],"history":[818,841,1307],"Raw":[850,853,1012],"Class":[862],"class":[865],"CK":[869,879,883],"tool.":[870],"Method":[871],"Additional":[873],"method":[875],"tool":[880],"(Not":[881],"used,":[882],"calculated":[884],"automatically).":[886],"Delta":[887],"project":[889,1040],"prior":[892,911],"work:":[896],"difference":[901],"status":[904],"current":[915],"terms":[918],"commits.":[920,1310],"Silva's":[921,929,1225],"Thematic":[922],"Data:":[923],"Ground-truth":[924],"Email":[933],"password:":[934],"Put":[935],"your":[936],"email":[937],"password":[938],"remote":[940],"emailing":[941],"(https://developers.google.com/workspace/gmail/api/guides/sending)":[942],".":[943],"tokens:":[945],"Fill":[946],"line":[948],"token,":[952],"script's":[954],"logic":[955],"will":[956],"parse":[957],"through":[958],"automatically":[961],"using":[962],"request":[965],"API":[966],"rate.":[967],"System":[968,982],"Message":[969,983],"Reasoning:":[970],"Initial":[971,985],"reasoning":[972,986],"system":[973,987],"message":[974,988],"first":[977,991],"interaction":[978,992],"Marco-o1":[980],"model.":[981],"Validation:":[984],"Mistral":[994],"NeMo,":[995],"DeepSeek":[996],"R1,":[997],"Phi-4":[998],"models.":[999],"RESULTS:":[1000],"files":[1002,1019],"results":[1006,1013,1018],"answer":[1008],"Research":[1010],"Questions.":[1011],"strategies.":[1025],"Do":[1027],"past":[1032],"studies":[1033],"align":[1034],"those":[1036],"found":[1037],"change":[1041],"histories?":[1042],"Prompt":[1043,1102,1174,1227],"per":[1050,1109,1181,1234,1315],"observation":[1052,1111,1183,1236],"Validation":[1059,1118,1190,1243],"results:":[1060,1083,1119,1142,1191,1214,1244,1267],"results.":[1066,1079,1125,1138,1197,1210,1250,1263],"95%":[1067,1073,1088,1126,1132,1147,1198,1204,1219,1251,1257,1272],"CI":[1068,1074,1089,1127,1133,1148,1199,1205,1220,1252,1258,1273],"sample":[1069,1075,1082,1128,1134,1141,1200,1206,1213,1253,1259,1266,1329,1342,1353],"validation:":[1071,1130,1202,1255],"Drawn":[1072,1131,1203,1256],"Manually":[1080,1139,1211,1264],"validated":[1081,1140,1212,1265],"Manual":[1084,1143,1215,1268],"sample.":[1090,1149,1221,1274],"Are":[1092],"there":[1093],"driving":[1096,1162],"willingness":[1099,1165],"toperform":[1100],"refactoring?":[1101,1168],"To":[1151],"what":[1152],"extent":[1153],"can":[1154],"capture":[1159],"perform":[1167],"SCRIPTS:":[1275],"scripts.":[1281,1294],"Please,":[1282],"note":[1283],"numerical":[1286],"prefix":[1287],"denotes":[1288],"order":[1290],"launching":[1292],"00_clonning_repo_raw.py:":[1295],"Clones":[1296],"projects,":[1298],"mines":[1299],"collects":[1304],"01_stream_population_calculation.py:":[1311],"Calculates":[1312,1327],"population":[1314],"type,":[1317],"commit":[1319],"02_create_config.py:":[1326],"reach":[1332],"statistical":[1333],"significance.":[1334],"03_stream_sampling.py:":[1335],"case":[1337],"04_stream_matching.py:":[1339],"Matching":[1340],"data.":[1347],"05_stream_final_sample.py:":[1348],"Duplicate":[1349],"removal":[1350],"obtained":[1352],"06_ID_addition_to_refactorings.py:":[1354],"lat":[1356]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2025-10-10T00:00:00"}