{"id":"https://openalex.org/W4393689035","doi":"https://doi.org/10.5281/zenodo.10454426","title":"Replication package for the paper: \"A Study on the Pythonic Functional Constructs' Understandability\"","display_name":"Replication package for the paper: \"A Study on the Pythonic Functional Constructs' Understandability\"","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4393689035","doi":"https://doi.org/10.5281/zenodo.10454426"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.10454426","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10454426","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":null,"license_id":null,"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.10454426","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015631491","display_name":"Cyrine Zid","orcid":"https://orcid.org/0009-0004-8988-3483"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Zid, Cyrine","raw_affiliation_strings":["Polytechnique Montr\u00e9al"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montr\u00e9al","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006441254","display_name":"Fiorella Zampetti","orcid":"https://orcid.org/0000-0001-7098-8964"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Zampetti, Fiorella","raw_affiliation_strings":["University of Sannio"],"affiliations":[{"raw_affiliation_string":"University of Sannio","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018821149","display_name":"Giuliano Antoniol","orcid":"https://orcid.org/0000-0002-7892-9202"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Antoniol, Giuliano","raw_affiliation_strings":["Polytechnique Montr\u00e9al"],"affiliations":[{"raw_affiliation_string":"Polytechnique Montr\u00e9al","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025099559","display_name":"Massimiliano Di Penta","orcid":"https://orcid.org/0000-0002-0340-9747"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Di Penta, Massimiliano","raw_affiliation_strings":["University of Sannio"],"affiliations":[{"raw_affiliation_string":"University of Sannio","institution_ids":["https://openalex.org/I16337185"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015631491"],"corresponding_institution_ids":["https://openalex.org/I45683168"],"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":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9199000000953674,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9199000000953674,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.8037163019180298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5294116735458374},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.5101661682128906},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35676437616348267},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.2971346378326416},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2030324935913086},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.07510924339294434}],"concepts":[{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.8037163019180298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5294116735458374},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.5101661682128906},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35676437616348267},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.2971346378326416},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2030324935913086},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.07510924339294434}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5281/zenodo.10454426","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10454426","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.5281/zenodo.10454426","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10454426","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W4205713785","https://openalex.org/W2001405890","https://openalex.org/W3016766501","https://openalex.org/W2901033488","https://openalex.org/W2382290278","https://openalex.org/W4393609253"],"abstract_inverted_index":{"Replication":[0],"Package":[1],"for":[2,59,158,165,204,215,308,316,339,362,439,447,466,491,503,512,551,561,572,615,680,684,713,719,722,742,757,785,792,839,850,865,876,891,902,919,935,951,1039,1061,1067,1079,1084,1089,1098,1112,1147,1179,1214,1223,1238,1246,1261,1269,1307,1313],"\"A":[3],"Study":[4],"on":[5,95,648,652,822,826,1008,1015,1022],"the":[6,44,48,51,60,85,108,122,127,130,134,142,149,153,159,166,176,184,190,194,205,208,216,238,255,265,279,286,299,304,313,317,321,329,333,344,349,388,391,403,407,415,436,442,470,488,505,510,514,520,525,530,536,555,568,573,578,584,587,593,597,603,606,624,632,656,666,704,707,714,728,739,748,753,758,763,766,772,796,799,806,830,840,851,856,866,877,882,892,903,908,920,936,952,967,972,980,985,1000,1028,1032,1035,1040,1053,1081,1085,1114,1121,1130,1133,1140,1153,1183,1186,1194,1197,1206,1221,1224,1233,1244,1247,1256,1267,1270,1279,1287,1290,1314,1320,1325,1333,1343,1346,1356,1366,1369,1376],"Pythonic":[7,89],"Functional":[8],"Constructs'":[9],"Understandability\"":[10],"to":[11,87,105,120,182,188,302,332,347,399,542,630,701,804,844,855,870,881,896,907,1034,1119,1138,1192,1204,1294,1328,1341,1354,1375],"appear":[12],"at":[13,83],"ICSE":[14],"2024":[15],"Authors:":[16],"Cyrine":[17],"Zid,":[18],"Fiorella":[19],"Zampetti,":[20],"Giuliano":[21],"Antoniol,":[22],"Massimiliano":[23],"Di":[24],"penta":[25],"Article":[26],"Preprint:":[27],"https://mdipenta.github.io/files/ICSE24_funcExperiment.pdf":[28],"License:":[29],"GPL":[30],"V3.0":[31],"This":[32,538,1070,1127,1284],"package":[33,136],"contains":[34,444,524,548,567,612,752,1072,1129,1286,1332],"folders":[35],"and":[36,40,62,118,139,146,170,193,248,270,290,293,306,395,432,478,508,564,622,682,775,780,795,927,943,959,1050,1105,1107,1170,1182,1311],"files":[37,291,433,499,1075],"with":[38,583,602,1324],"code":[39,97,393,409,473],"data":[41,262,570,755],"used":[42,157,181,315,346,401,411,500,541,571,756,998,1076,1088,1111,1146,1191,1340],"in":[43,47,126,198,264,285,402,427,642,816,971,984,999,1196,1345,1365],"study":[45,109,416],"described":[46],"paper.":[49,128],"In":[50],"following,":[52],"we":[53,173,219,1151,1190,1339],"first":[54,515],"provide":[55,174],"all":[56,69,175,221,261],"fields":[57],"required":[58,1038],"submission,":[61],"then":[63],"report":[64],"a":[65,79,251,445,463,661,691,790,835,845,860,871,886,912,925,941,957,1108,1177],"detailed":[66],"description":[67,1155],"of":[68,133,141,148,414,519,529,535,558,580,586,599,605,646,665,706,738,747,762,769,771,820,859,885,911,966,979,991,1027,1031,1055,1132,1232,1255,1278,1289,1383],"repository":[70],"folders.":[71],"Artifact":[72],"Description":[73],"Purpose":[74],"The":[75,99,103,355,546,609,787,1174,1381],"artifact":[76,100,266],"is":[77,267,540,634,690,808,1208,1358],"about":[78,278],"controlled":[80,239],"experiment":[81,240],"aimed":[82],"investigating":[84],"extent":[86],"which":[88,631,805,1205,1355],"functional":[90,532,581,773,1100,1309],"constructs":[91,533,582,774,1010,1017,1024],"have":[92,233],"an":[93,549,613,897],"impact":[94],"source":[96,392,408],"understandability.":[98],"archive":[101],"contains:":[102,386,453],"material":[104,177,314],"allow":[106],"replicating":[107],"(see":[110],"Section":[111,287,300],"Experimental-Material)":[112],"Raw":[113],"quantitative":[114,143,206,1370],"results,":[115,305],"working":[116,154],"datasets,":[117],"scripts":[119,210],"replicate":[121,183],"statistical":[123,191,506],"analyses":[124,192,196],"reported":[125,426],"Specifically,":[129,441,1092,1150,1300],"executable":[131,296],"part":[132],"replication":[135],"reproduces":[137],"figures":[138],"tables":[140,1367],"analysis":[144,161,218,507,1200,1349],"(RQ1":[145],"RQ2)":[147],"paper":[150],"starting":[151],"from":[152,699,1368],"datasets.":[155],"Spreadsheets":[156],"qualitative":[160,195,217,1199,1348],"(RQ3).":[162],"We":[163],"apply":[164],"following":[167,322,625,1334],"badges:":[168],"Available":[169],"reusable:":[171],"because":[172],"that":[178,260],"can":[179,282,420],"be":[180,283,400],"experiment,":[185,318],"but":[186,1060,1066],"also":[187],"perform":[189],"(spreadsheets,":[197],"this":[199],"case).":[200],"Results":[201,232],"reproduced:":[202],"because,":[203],"analysis,":[207],"provided":[209,220,280,618,1142,1219,1242,1265,1321],"automatically":[211,1172],"reproduce":[212,303],"them,":[213],"whereas":[214],"documented":[222],"sheets":[223],"used.":[224],"Provenance":[225],"Paper":[226],"preprint":[227],"link:https://mdipenta.github.io/files/ICSE24_funcExperiment.pdf":[228],"Artifacts:":[229],"https://doi.org/10.5281/zenodo.8191782":[230],"Data":[231,246],"been":[234],"obtained":[235],"by":[236,254,619,1143,1220,1243,1266],"conducting":[237,504],"involving":[241],"Prolific":[242,461,653,827],"workers":[243],"as":[244,412,425,501,590,592,660,678,834,1058,1064,1077],"participants.":[245],"collection":[247],"processing":[249],"followed":[250],"protocol":[252],"approved":[253],"University's":[256],"ethical":[257],"board.":[258],"Note":[259],"enclosed":[263],"completely":[268],"anonymized":[269],"does":[271],"not":[272],"contain":[273],"sensible":[274],"information.":[275],"Further":[276],"details":[277],"dataset":[281],"found":[284],"Results'":[288,430],"directory":[289,361,385,431,443,464,486,1071],"Setup":[292],"Usage":[294],"(for":[295],"artifacts):":[297],"See":[298],"Scripts":[301],"instructions":[307],"running":[309],"them":[310],"Experiment-Material/":[311],"Contains":[312,325,406,435,496],"and,":[319,352],"specifically,":[320],"subdirectories:":[323],"Google-Forms/":[324],"(as":[326,1364],"PDF":[327],"documents)":[328],"questionnaires":[330],"submitted":[331],"ten":[334],"experimental":[335,341,364,628,802,1202,1352],"groups.":[336],"Task-Sources/":[337],"Contains,":[338],"each":[340,363,448,456,467,492,552,616,620,793,1099,1180,1308],"group":[342,449,629,803,1203,1353],"(G-1...G-10),":[343],"sources":[345],"produce":[348],"Google":[350],"Forms,":[351],"specifically:":[353],"-":[354,359,454,483,717,1336,1350,1360,1378],"cover":[356],"letter":[357],"(Letter.docx).":[358],"A":[360,485],"task":[365,493,640,729,814,842,853,868,879,894,905,922,938,954,974,987,1002,1227,1250,1273],"(Lambda":[366],"1,":[367,371,375],"Lambda":[368,378],"2,":[369,373,377],"Comp":[370,372,380],"MRF":[374,376,382,898,913,958,992,1023,1068,1262,1271,1280],"Comparison,":[379,381],"Comparison).":[383],"Each":[384,451,1317,1330],"(i)":[387,776,1160],"exercise":[389],"text,":[390],"snippet,":[394],"its":[396,475,479,928,944,960],".png":[397],"image":[398],"form.":[404],"Code-Examples-Table1/":[405],"snippets":[410],"objects":[413],"(the":[417],"same":[418],"you":[419,1093,1301],"find":[421,1095,1303],"under":[422],"\"Task-Sources/\"),":[423],"named":[424],"Table":[428],"1.":[429],"raw-results-RQ1/":[434],"raw":[437],"results":[438,1054,1131,1288],"RQ1.":[440],"subdirectory":[446,452],"(G1-G10).":[450],"For":[455],"user":[457,637,811,1211,1222,1245,1268,1362,1377],"(named":[458],"using":[459,1156],"their":[460],"IDs,":[462],"containing,":[465],"question":[468,697,708,716,1373],"(Q1-Q6)":[469],"produced":[471],"python":[472],"(Qn.py)":[474],"output":[476,481],"(QnR.txt)":[477],"StdErr":[480],"(QnErr.txt).":[482],"\"expected-outputs/\":":[484],"containing":[487],"expected":[489],"outputs":[490],"(Qn.txt).":[494],"working-results/RQ1-RQ2-files-for-statistical-analysis/":[495],"three":[497,531],".csv":[498,1074],"input":[502,1078],"drawing":[509],"graphs":[511],"addressing":[513,1090,1148],"two":[516],"research":[517,1298],"questions":[518],"study.":[521,537],"Specifically:":[522],"ConstructUsage.csv":[523],"declared":[526,658,832],"frequency":[527,557,746,1007,1014,1021],"usage":[528,560,745,778,1006,1013,1020],"object":[534],"file":[539,547,611,788,1097,1110,1128,1175,1285],"draw":[543],"Figure":[544],"4.":[545],"entry":[550,614],"participant,":[553,794,1181],"reporting":[554],"(text-coded)":[556],"construct":[559,674,740,750,847,862,873,888,899,914,969,982,993,1216,1310],"Comprehension,":[562],"Lambda,":[563],"MRF.":[565],"RQ1.csv":[566],"collected":[569,754],"mixed-effect":[574],"logistic":[575,594,760],"regression":[576,595,761],"relating":[577,596],"use":[579,598,1120],"correctness":[585,604],"change":[588,607,841,852,867,878,893,904],"task,":[589],"well":[591],"map/reduce/filter":[600],"functions":[601],"task.":[608],"csv":[610],"answer":[617,1033,1218,1236,1241,1259,1264,1282],"subject,":[621],"features":[623,789,1176],"columns:":[626,1335],"Group:":[627,801,1201,1351],"participant":[633,657,807,831,1195,1207,1344,1357],"assigned":[635,809,1209,1327,1359],"User:":[636,810],"ID":[638,812,1189,1212,1338,1363],"Time:":[639,813],"time":[641,815],"seconds":[643,817],"Approvals:":[644,818],"number":[645,819],"approvals":[647,821],"previous":[649,823],"tasks":[650,824],"performed":[651,825],"Student:":[654,828],"whether":[655,688,829],"themselves":[659,833],"student":[662,836],"Section:":[663],"section":[664],"questionnaire":[667],"(lambda,":[668],"comp,":[669,683],"or":[670,694,996],"mrf)":[671,743],"Construct:":[672],"specific":[673],"being":[675,1136],"presented":[676],"(same":[677],"\"Section\"":[679],"lambda":[681,846,861,926,968,1009,1041,1215,1225,1234],"mrf":[685],"it":[686,689],"says":[687],"map,":[692],"reduce,":[693,995],"filter)":[695,997],"Question:":[696],"id,":[698],"Q1":[700],"Q6,":[702],"indicate":[703],"ordering":[705],"MainFactor:":[709],"main":[710],"factor":[711],"treatment":[712],"given":[715,749],"\"f\"":[718],"functional,":[720],"\"p\"":[721],"procedural":[723,857,883,909,929,945,961,1122,1315],"counterpart":[724,858,884,910,930,946,962],"Outcome:":[725],"TRUE":[726],"if":[727],"was":[730],"correctly":[731],"performed,":[732],"FALSE":[733],"otherwise":[734],"Complexity:":[735],"cyclomatic":[736,964,977],"complexity":[737,783,965,978],"(empty":[741],"UsageFrequency:":[744],"RQ1Paired-RQ2.csv":[751],"ordinal":[759],"relationship":[764],"between":[765,924,940,956],"perceived":[767,916,932,948],"ease":[768],"understanding":[770],"participants'":[777],"frequency,":[779],"(ii)":[781,1163],"constructs'":[782],"(except":[784],"map/reduce/filter).":[786],"row":[791,1178],"columns":[797,1184],"are":[798,1052,1185],"following:":[800,1187],"LambdaF:":[837],"result":[838,849,864,875,890,901],"related":[843,854,869,880,895,906],"LambdaP:":[848],"CompF:":[863],"comprehension":[872,887,942,981,1016,1062,1239,1248,1257],"CompP:":[874],"MrfF:":[889],"MrfP:":[900],"LambdaComp:":[915],"understandability":[917,933,949],"level":[918,934,950],"comparison":[921,937,953,973,986,1001,1042,1226,1235,1249,1258,1272,1281],"(RQ2)":[923,939,955,975,988,1003],"CompComp:":[931],"MrfComp:":[947],"LambdaCompCplx:":[963],"involved":[970,983],"CompCompCplx:":[976],"MrfCompType:":[989],"type":[990],"(map,":[994],"LambdaUsageFrequency:":[1004],"self-declared":[1005,1012,1019],"CompUsageFrequency:":[1011],"MrfUsageFrequency:":[1018],"LambdaComparisonAssessment:":[1025],"outcome":[1026,1382],"manual":[1029,1086,1134],"assessment":[1030,1231,1254,1277],"\"check":[1036],"question\"":[1037],"(\"yes\"":[1043],"means":[1044,1047],"valid,":[1045],"\"no\"":[1046],"wrong,":[1048],"\"moderate-chatgpt\"":[1049],"\"extreme-chatgpt\"":[1051],"GPTZero)":[1056],"CompComparisonAssessment:":[1057],"above,":[1059,1065],"MrfComparisonAssessment:":[1063],"working-results/inter-rater-RQ3-files/":[1069],"four":[1073,1157,1304],"computing":[1080],"inter-rater":[1082],"agreement":[1083],"labeling":[1087],"RQ3.":[1091],"will":[1094,1302],"one":[1096,1306,1312],"construct,":[1101],"i.e.,":[1102,1124],"comprehension.csv,":[1103],"lambda.csv,":[1104],"mrf.csv,":[1106],"different":[1109,1158],"highlighting":[1113],"reasons":[1115],"why":[1116],"participants":[1117,1145],"prefer":[1118],"paradigm,":[1123],"procedural.csv.":[1125],"working-results/RQ2ManualValidation.csv":[1126],"validation":[1135],"done":[1137],"sanitize":[1139],"answers":[1141,1322],"our":[1144,1230,1253,1276,1296],"RQ2.":[1149],"coded":[1152],"behaviour":[1154],"levels:":[1159],"correct":[1161,1165],"(\"yes\"),":[1162],"somewhat":[1164],"(\"partial\"),":[1166],"(iii)":[1167],"wrong":[1168],"(\"no\"),":[1169],"(iv)":[1171],"generated.":[1173],"ID:":[1188,1337],"refer":[1193,1342],"paper's":[1198,1347],"ProlificID:":[1210,1361],"Comparison":[1213,1237,1260],"description:":[1217,1240,1263],"Final":[1228,1251,1274,1379],"Classification:":[1229,1252,1275,1380],"working-results/RQ3ManualValidation.xlsx":[1283],"open":[1291],"coding":[1292],"applied":[1293],"address":[1295],"third":[1297],"question.":[1299],"sheets,":[1305],"paradigm.":[1316],"sheet":[1318,1331],"reports":[1319],"together":[1323],"categories":[1326],"them.":[1329],"analysis)-":[1371],":":[1372],"asked":[1374],"o":[1384]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}