{"meta":{"query_hash":"bf718f2f8229","filters":{"venue":"Question(s) de management"},"cohort_total":40,"direct_labels_cover":0,"predictions_cover":40,"exported":40,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bf718f2f8229","api":"https://metacan.xera.ac/api/v1/cohort?venue=Question%28s%29+de+management"},"results":[{"id":"W1978507219","doi":"10.3917/qdm.144.0011","title":"L'impact de la justice organisationnelle sur la fidélisation : étude longitudinale auprès de travailleurs du secteur des TIC au Canada","year":2014,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distributive justice; Political science; Humanities; Psychology; Sociology; Economic Justice; Philosophy; Law","score_opus":0.008701393900313714,"score_gpt":0.22940617379255235,"score_spread":0.22070477989223863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978507219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9137337,0.0005789039,0.06835674,0.003031487,0.0011574888,0.0005036245,0.000017692873,0.00023771914,0.012382603],"genre_scores_gemma":[0.98959553,0.00027812147,0.0017103545,0.0013212045,0.0013123254,0.000044386677,0.0001223231,0.000099316305,0.0055164113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734783,0.0004742298,0.00046550197,0.00046111597,0.00052169006,0.00072965666],"domain_scores_gemma":[0.9985001,0.00039816333,0.00026280424,0.0003116887,0.00039399182,0.00013323933],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019714509,0.0004145924,0.00027533236,0.0002752377,0.0007369451,0.00068034173,0.00030840118,0.0001948245,0.0024084446],"category_scores_gemma":[0.00092616177,0.0004733906,0.00009988633,0.0007439137,0.00017491847,0.0009971383,0.00015284137,0.00028742684,0.00027773815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034973218,0.00031549178,0.8541876,0.0010918998,0.00018534716,0.00010242913,0.0005493786,0.01930954,0.00008716362,0.07884365,0.032975323,0.01231722],"study_design_scores_gemma":[0.00090872607,0.000025265213,0.9083988,0.00023917468,0.0011939513,0.00005842941,0.00043291724,0.009095854,0.00003869231,0.0019417551,0.07720854,0.00045789944],"about_ca_topic_score_codex":0.36299676,"about_ca_topic_score_gemma":0.28494695,"teacher_disagreement_score":0.07804981,"about_ca_system_score_codex":0.0029630384,"about_ca_system_score_gemma":0.00066833035,"threshold_uncertainty_score":0.9997718},"labels":[],"label_agreement":null},{"id":"W2023299819","doi":"10.3917/qdm.132.0067","title":"Création et adoption de pratiques pour la conduite du changement : une démarche évolutive au sein d'une entreprise québécoise","year":2013,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02216942089979544,"score_gpt":0.2677324291805725,"score_spread":0.24556300828077704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023299819","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10820407,0.0019150488,0.27794114,0.3888357,0.0016620001,0.0065714666,0.00004027164,0.00089664385,0.21393369],"genre_scores_gemma":[0.8808482,0.00585182,0.012435739,0.017703246,0.0026324075,0.0026101156,0.00067391916,0.00020140588,0.0770431],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473125,0.0011043035,0.0010219135,0.0010130493,0.0008477953,0.0012817049],"domain_scores_gemma":[0.9975518,0.00024745706,0.0007069763,0.00076755526,0.0005778819,0.000148348],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0050692735,0.0007504051,0.00053055934,0.00073548086,0.0005414591,0.0014079752,0.00058710395,0.00028736927,0.0017556603],"category_scores_gemma":[0.00029049118,0.00085245614,0.00026416083,0.001146048,0.00027068114,0.0034800766,0.0008788328,0.0005190329,0.00309679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119052725,0.0013471852,0.008011319,0.0028956241,0.0005653389,0.00016193738,0.0038550955,0.0027528026,0.000079718775,0.7452333,0.12614314,0.10883547],"study_design_scores_gemma":[0.0017241961,0.000063056345,0.26355803,0.0011821662,0.00078748463,0.000007779272,0.0061697066,0.034947064,0.00004084059,0.042977195,0.64758843,0.00095405744],"about_ca_topic_score_codex":0.07966484,"about_ca_topic_score_gemma":0.008490552,"teacher_disagreement_score":0.77264416,"about_ca_system_score_codex":0.0018664249,"about_ca_system_score_gemma":0.00020138058,"threshold_uncertainty_score":0.99962866},"labels":[],"label_agreement":null},{"id":"W2044595837","doi":"10.3917/qdm.142.0091","title":"Travailler plus longtemps ? Les pratiques de conciliation-emploi-famille/vie personnelle dans la perspective d'une diversité de parcours de vie","year":2014,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université TÉLUQ","funders":"","keywords":"Humanities; Sociology; Art","score_opus":0.054888364843285464,"score_gpt":0.34835530358855565,"score_spread":0.2934669387452702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044595837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57663596,0.0026317816,0.078868076,0.027284183,0.0008259861,0.001864386,0.00004853943,0.0003844326,0.31145665],"genre_scores_gemma":[0.96954995,0.0044545014,0.004210899,0.0009873976,0.0005577141,0.00021956675,0.000020825832,0.000049478742,0.01994969],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99362665,0.0031273959,0.00047309417,0.00077954243,0.0008154149,0.0011779084],"domain_scores_gemma":[0.99821186,0.0003279735,0.00026668853,0.00045437634,0.00025874397,0.00048032933],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052552545,0.000450753,0.000421019,0.00012863195,0.0013345765,0.00027624235,0.00060268975,0.00032849636,0.00057298754],"category_scores_gemma":[0.00033722457,0.00050289085,0.00027370086,0.00044310626,0.0012630731,0.00034768446,0.00020488056,0.00035445442,0.0001214059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006292417,0.0006717362,0.13948415,0.00036543666,0.0004216387,0.000049528422,0.18103142,0.0035886895,0.000035537396,0.65059036,0.012847715,0.010850851],"study_design_scores_gemma":[0.0017921943,0.0005105057,0.30614522,0.00058706175,0.0010101587,0.0000122400415,0.47747368,0.008392779,0.00018076554,0.06002952,0.14274202,0.001123846],"about_ca_topic_score_codex":0.053534713,"about_ca_topic_score_gemma":0.032696035,"teacher_disagreement_score":0.59056085,"about_ca_system_score_codex":0.0079195965,"about_ca_system_score_gemma":0.0005260499,"threshold_uncertainty_score":0.99996555},"labels":[],"label_agreement":null},{"id":"W2045497062","doi":"10.3917/qdm.143.0079","title":"La conduite du changement pour et avec les technologies digitales","year":2014,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.020952302592734246,"score_gpt":0.31742136890542505,"score_spread":0.2964690663126908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045497062","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02672469,0.0010885227,0.20494388,0.07035077,0.0017619439,0.0012885489,0.000059015783,0.0007548136,0.6930278],"genre_scores_gemma":[0.9699881,0.002010896,0.003164129,0.00083305535,0.00025978065,0.00021252343,0.000056123852,0.000018756356,0.023456652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978006,0.0007370028,0.0004274825,0.00021698432,0.00040375334,0.0004141824],"domain_scores_gemma":[0.999169,0.00014814433,0.0002752142,0.00022922413,0.000118809774,0.000059621598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034339668,0.00019790843,0.00017825054,0.00016942467,0.0004745873,0.0003891314,0.0002890945,0.00014932654,0.00038475968],"category_scores_gemma":[0.00013009792,0.00020403665,0.00007600336,0.00029420093,0.00037150437,0.00071116746,0.00020261793,0.00012461377,0.00043017196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037916436,0.000037719245,0.000680701,0.00014048925,0.000046463225,0.000003095904,0.0056146737,0.000044204084,0.0000016282926,0.67191446,0.014208394,0.30730435],"study_design_scores_gemma":[0.0003670953,0.00006347099,0.0020386144,0.00020855301,0.000051097468,0.000005188187,0.046426874,0.00067298114,0.00004696409,0.04723668,0.90266204,0.00022044849],"about_ca_topic_score_codex":0.00051567965,"about_ca_topic_score_gemma":0.00029721242,"teacher_disagreement_score":0.9432634,"about_ca_system_score_codex":0.00039403036,"about_ca_system_score_gemma":0.000032662432,"threshold_uncertainty_score":0.8320373},"labels":[],"label_agreement":null},{"id":"W2074837627","doi":"10.3917/qdm.121.0025","title":"La gestion du changement face à des enjeux épistémologiques et de performance. Vers un modèle interactionniste, épistémique et pragmatique des capacités organisationnelles à changer","year":2012,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0286445417374807,"score_gpt":0.2564771468752963,"score_spread":0.2278326051378156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074837627","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2795712,0.014291565,0.5187748,0.035007946,0.0026605397,0.002873079,0.000033680775,0.0011643941,0.14562277],"genre_scores_gemma":[0.94773775,0.018117964,0.021984275,0.0039869933,0.0011145596,0.00046686232,0.00024813222,0.0001270763,0.0062163696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9963229,0.000937044,0.00062694534,0.00055641716,0.00051393063,0.0010428076],"domain_scores_gemma":[0.9983021,0.00023832603,0.0004905247,0.00036386334,0.0005013271,0.000103873026],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0061595053,0.0006641129,0.00039524303,0.00054937566,0.0010740658,0.0007765851,0.0004124723,0.00029947428,0.0017564228],"category_scores_gemma":[0.000545986,0.0007152035,0.00013366928,0.00083698705,0.00041863474,0.0037644736,0.0007628104,0.00046613885,0.00054593856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088680776,0.0009860808,0.1487795,0.0049087023,0.0006513827,0.000030324762,0.0065197493,0.0034227637,0.0000694735,0.7920616,0.018749483,0.023732267],"study_design_scores_gemma":[0.0011145255,0.000106357904,0.63234496,0.002048858,0.00082797866,0.00005083785,0.0061683347,0.004316362,0.00036423697,0.02800322,0.3235064,0.0011479043],"about_ca_topic_score_codex":0.0013849612,"about_ca_topic_score_gemma":0.00058212393,"teacher_disagreement_score":0.76405835,"about_ca_system_score_codex":0.0017462022,"about_ca_system_score_gemma":0.00006504828,"threshold_uncertainty_score":0.9995299},"labels":[],"label_agreement":null},{"id":"W2083775976","doi":"10.3917/qdm.121.0041","title":"Changement organisationnel et déterminants du stress : Etude exploratoire du stress perçu par les infirmiers de l'hôpital DS au Maroc","year":2012,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02784798394761019,"score_gpt":0.34922995255563793,"score_spread":0.32138196860802776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083775976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8585029,0.005318658,0.02308923,0.086400986,0.009086807,0.0043118824,0.00031667808,0.000490485,0.012482337],"genre_scores_gemma":[0.9722623,0.007988139,0.003951033,0.004625846,0.0037262903,0.0011275859,0.00029486127,0.0001598697,0.0058640703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916421,0.0029657413,0.0011430002,0.00070293597,0.0007457328,0.0028004998],"domain_scores_gemma":[0.99676186,0.0004166714,0.0006007689,0.0007529634,0.00022355345,0.0012441623],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0047346815,0.0006976029,0.0005690933,0.00038670478,0.0026926287,0.00013867271,0.0005358214,0.00064142566,0.0015741395],"category_scores_gemma":[0.00027525765,0.0007605291,0.0001476184,0.0004926572,0.00022835692,0.0009244054,0.0007886506,0.0011301533,0.00087612605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012769668,0.0011763027,0.80202395,0.0051782667,0.00021022008,0.00015304527,0.047052007,0.00066348276,0.0000057017837,0.05958601,0.038678873,0.045144457],"study_design_scores_gemma":[0.0025052305,0.00026268561,0.72470844,0.0066170245,0.0005344742,0.000023853916,0.061889634,0.0019711093,0.00015516074,0.0017672341,0.19842693,0.0011382239],"about_ca_topic_score_codex":0.0036317713,"about_ca_topic_score_gemma":0.00284487,"teacher_disagreement_score":0.15974806,"about_ca_system_score_codex":0.0032206387,"about_ca_system_score_gemma":0.00056780636,"threshold_uncertainty_score":0.99990183},"labels":[],"label_agreement":null},{"id":"W2123328472","doi":"10.3917/qdm.131.0041","title":"Facteurs structurants et leviers d'un développement pérenne de la jeune entreprise dans un dispositif d'accompagnement","year":2013,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.008812443574756013,"score_gpt":0.24410008262102714,"score_spread":0.23528763904627112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123328472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87508523,0.01151537,0.00861902,0.07117272,0.0025111618,0.0027865134,0.000037932783,0.00044430085,0.02782777],"genre_scores_gemma":[0.96683025,0.013928902,0.0067873276,0.0061025866,0.00062511733,0.00055605685,0.00012767951,0.000105762905,0.004936332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952823,0.0004688395,0.0009742356,0.0010351615,0.00076197414,0.0014775234],"domain_scores_gemma":[0.9980811,0.00016184908,0.0005668198,0.00076682935,0.00025971688,0.0001636685],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017389632,0.0008167673,0.00058164634,0.00033410246,0.0007384813,0.0015285362,0.0008335297,0.00019643726,0.0053012106],"category_scores_gemma":[0.000100899604,0.0008154575,0.00028475636,0.00064407015,0.00037611922,0.0015770243,0.0011284043,0.00044388958,0.0011228002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054730077,0.0007848745,0.4747074,0.001367692,0.0010972897,0.00025007874,0.0016513836,0.0027730092,0.00018695847,0.0880086,0.03616064,0.39295733],"study_design_scores_gemma":[0.0015587434,0.00004890558,0.8729528,0.00089741324,0.0008196089,0.000013701661,0.003343134,0.001173743,0.00026789974,0.016599597,0.10140136,0.0009230823],"about_ca_topic_score_codex":0.0036823053,"about_ca_topic_score_gemma":0.00014982668,"teacher_disagreement_score":0.3982454,"about_ca_system_score_codex":0.0007019686,"about_ca_system_score_gemma":0.000036041067,"threshold_uncertainty_score":0.99965495},"labels":[],"label_agreement":null},{"id":"W2146881651","doi":"10.3917/qdm.132.0011","title":"Les liens entre les caractéristiques et le succès des changements organisationnels : le cas d'une start-up","year":2013,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02675451513123413,"score_gpt":0.2632997498194234,"score_spread":0.23654523468818925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146881651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6720358,0.022740176,0.008406497,0.12147617,0.0030376292,0.0032089502,0.00005144535,0.0008733505,0.16816995],"genre_scores_gemma":[0.97069657,0.004777489,0.0019675991,0.0022152606,0.00081564725,0.0003236671,0.00011981976,0.000084641404,0.01899929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9969471,0.00018412451,0.00066117547,0.0007477511,0.0005077884,0.00095206156],"domain_scores_gemma":[0.99833846,0.00008419967,0.00044999164,0.00047135842,0.0005770193,0.00007894464],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008332698,0.0005710748,0.0004230637,0.00031967871,0.0013027113,0.0012748775,0.0004899619,0.0001694992,0.002737336],"category_scores_gemma":[0.0001403684,0.0006025376,0.00016197922,0.0006375022,0.00038972628,0.002569815,0.0007254548,0.00027043972,0.0010202391],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003072756,0.0007767899,0.23161572,0.0022828656,0.0006115056,0.00008111259,0.0037439805,0.000890756,0.00008229198,0.4030658,0.074702404,0.28211606],"study_design_scores_gemma":[0.0012792073,0.00007309841,0.52327776,0.0011835656,0.00046097438,0.0000059896306,0.026452253,0.0008754771,0.00025239142,0.021687433,0.42346564,0.0009862331],"about_ca_topic_score_codex":0.12010784,"about_ca_topic_score_gemma":0.009545485,"teacher_disagreement_score":0.38137838,"about_ca_system_score_codex":0.00035973897,"about_ca_system_score_gemma":0.000045464167,"threshold_uncertainty_score":0.99999744},"labels":[],"label_agreement":null},{"id":"W2200066820","doi":"10.3917/qdm.153.0099","title":"Regards croisés sur la négociation dans le contexte numérique","year":2015,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Political science","score_opus":0.013917554616043354,"score_gpt":0.22199209730979502,"score_spread":0.20807454269375167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2200066820","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10031825,0.010725668,0.08363017,0.03721237,0.005020102,0.0016389953,0.000034891622,0.00067150313,0.760748],"genre_scores_gemma":[0.6759953,0.0007240233,0.000990716,0.0028905845,0.0019403469,0.00013655692,0.00012933549,0.00009610241,0.31709707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757546,0.00018271917,0.00051706843,0.0005384508,0.0005809315,0.0006053796],"domain_scores_gemma":[0.998334,0.00004640785,0.0005432654,0.0005014005,0.00049575476,0.00007919394],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025573852,0.00038355947,0.00033277727,0.00018496039,0.00030426163,0.0009134734,0.0004049413,0.00021664679,0.00018972425],"category_scores_gemma":[0.00022265184,0.00044873168,0.0001506974,0.0006127144,0.00017643605,0.0023820165,0.00036718164,0.00026976282,0.0011331566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007720169,0.0003423832,0.013705033,0.00053082115,0.00012939076,0.00027390663,0.00032086493,0.0013865539,0.000021420301,0.7190853,0.23611182,0.028015327],"study_design_scores_gemma":[0.0016477095,0.000028860108,0.028637363,0.00058084494,0.0001274459,0.000012047064,0.0012226178,0.0050138067,0.00003971711,0.039899744,0.92227966,0.00051020534],"about_ca_topic_score_codex":0.014108725,"about_ca_topic_score_gemma":0.0034549306,"teacher_disagreement_score":0.68616784,"about_ca_system_score_codex":0.00065375643,"about_ca_system_score_gemma":0.00015391699,"threshold_uncertainty_score":0.99979645},"labels":[],"label_agreement":null},{"id":"W2257170448","doi":"10.3917/qdm.152.0037","title":"De la conduite du changement instrumentalisée au changement agile","year":2015,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04016469138268384,"score_gpt":0.32722267285418266,"score_spread":0.2870579814714988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257170448","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13905959,0.0061726323,0.0024676837,0.08857604,0.007219367,0.0015129375,0.000068707486,0.00022571691,0.7546973],"genre_scores_gemma":[0.8747598,0.0064452575,0.0030230787,0.0044522053,0.0029377553,0.00043390354,0.000020093972,0.00004110941,0.10788681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958997,0.0010166181,0.00034342342,0.0005080459,0.0011292399,0.0011030022],"domain_scores_gemma":[0.99865526,0.00006965954,0.0002745745,0.00029074127,0.00009990139,0.0006098811],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053390777,0.0002916792,0.00024999768,0.000095929696,0.0006090297,0.00038104874,0.0006516013,0.00019082587,0.00088474463],"category_scores_gemma":[0.000101177575,0.0003234971,0.00012341041,0.00076195656,0.0009130885,0.0004783145,0.0004095477,0.00018284227,0.00043169028],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013714156,0.00031691146,0.015409494,0.000069774054,0.00009461495,0.000071990115,0.02325498,0.00013355873,0.0000037276757,0.6643804,0.1985319,0.097718954],"study_design_scores_gemma":[0.0007260861,0.00014366333,0.02017282,0.00020115201,0.00012291197,0.000004941753,0.025496118,0.00043513195,0.000027929756,0.019197628,0.9331042,0.00036742917],"about_ca_topic_score_codex":0.05762343,"about_ca_topic_score_gemma":0.007378281,"teacher_disagreement_score":0.7357002,"about_ca_system_score_codex":0.0047443905,"about_ca_system_score_gemma":0.00037023576,"threshold_uncertainty_score":0.9999217},"labels":[],"label_agreement":null},{"id":"W2268438931","doi":"10.3917/qdm.152.0045","title":"Le déploiement du lean santé au Québec en mode agile","year":2015,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.016778135138055462,"score_gpt":0.2597657027380825,"score_spread":0.24298756760002707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268438931","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028289512,0.0075754407,0.17296363,0.20481402,0.0071263085,0.0033116285,0.000045609984,0.0011359602,0.5747379],"genre_scores_gemma":[0.8649451,0.00062564254,0.0047761467,0.010294468,0.0050510974,0.000434895,0.00026143438,0.00018025984,0.113430955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949922,0.00034379153,0.0010369039,0.0010398909,0.0011509275,0.0014362993],"domain_scores_gemma":[0.9978582,0.00009434057,0.00042783536,0.001046187,0.00035781597,0.00021562194],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004704915,0.0007427111,0.00061179884,0.00064835884,0.00071829103,0.00088359456,0.0010601226,0.00023862623,0.0007981443],"category_scores_gemma":[0.00025055886,0.0008765213,0.00030369425,0.0007804209,0.00027974247,0.0020298958,0.0016307761,0.0004187057,0.0050487393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010046746,0.0010275925,0.006879905,0.0016171269,0.00042768472,0.00027860497,0.0012484472,0.011923695,0.000003932125,0.65426624,0.28000683,0.042219494],"study_design_scores_gemma":[0.0021802643,0.000077531055,0.0056338636,0.00050900166,0.0006478223,0.000007912426,0.005403955,0.020425033,0.00001693482,0.03655728,0.92756814,0.0009722572],"about_ca_topic_score_codex":0.28598717,"about_ca_topic_score_gemma":0.073683016,"teacher_disagreement_score":0.8366556,"about_ca_system_score_codex":0.0028515938,"about_ca_system_score_gemma":0.00059913215,"threshold_uncertainty_score":0.99936855},"labels":[],"label_agreement":null},{"id":"W2273501219","doi":"10.3917/qdm.153.0057","title":"Ce que l’innovation doit a l’insecurité de l’emploi","year":2015,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025082412240195084,"score_gpt":0.2604328116223085,"score_spread":0.23535039938211344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273501219","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33189914,0.036865268,0.015180621,0.07656581,0.007591418,0.0021499554,0.00002585409,0.0010056812,0.52871627],"genre_scores_gemma":[0.9153804,0.004327157,0.005560935,0.01981826,0.004719548,0.00037335843,0.00013075593,0.0001300906,0.049559496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716675,0.0001065866,0.0006544289,0.0006010969,0.0005553306,0.0009157976],"domain_scores_gemma":[0.9983914,0.00004186111,0.0004002263,0.0004724649,0.00062288635,0.00007116775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021509924,0.00041955666,0.00032237213,0.0004947243,0.0003533819,0.0007555138,0.00046468768,0.00017204633,0.0005021532],"category_scores_gemma":[0.00030706,0.0004624768,0.00010817931,0.0015249859,0.00017719834,0.0015147544,0.0005499353,0.00027660764,0.0011368227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053935306,0.00029955985,0.07548219,0.000911684,0.00018466805,0.00017354921,0.00035176025,0.0013685059,0.000011238162,0.72974,0.14068508,0.050737794],"study_design_scores_gemma":[0.0010795546,0.000058427064,0.031981297,0.0008113276,0.00036583334,0.000014471643,0.0026484593,0.0018846153,0.000033706652,0.06493072,0.89558464,0.00060694735],"about_ca_topic_score_codex":0.0034647428,"about_ca_topic_score_gemma":0.0002689186,"teacher_disagreement_score":0.75489956,"about_ca_system_score_codex":0.0005213053,"about_ca_system_score_gemma":0.0000784767,"threshold_uncertainty_score":0.9997827},"labels":[],"label_agreement":null},{"id":"W2288393670","doi":"10.3917/qdm.152.0065","title":"Parallèles entre l’évolution des pratiques de gestion du changement et le changement agile","year":2015,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0412898610068599,"score_gpt":0.26645583177601706,"score_spread":0.22516597076915718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288393670","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040857513,0.032292,0.29265067,0.3451118,0.0060795303,0.006958792,0.000077338256,0.0019123195,0.27406007],"genre_scores_gemma":[0.8819306,0.009773919,0.022896072,0.015050101,0.004325096,0.0019637218,0.00091816345,0.00023358197,0.06290877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946857,0.00079176767,0.0009391644,0.0009973303,0.001083379,0.0015026273],"domain_scores_gemma":[0.99784607,0.00007728262,0.00054745324,0.00073783594,0.0005729724,0.00021840553],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0075535066,0.00077906315,0.00053967047,0.00075020356,0.000658244,0.001368544,0.000675191,0.0003145907,0.0008317273],"category_scores_gemma":[0.00031829585,0.0009066343,0.000242299,0.00085256825,0.0003619912,0.002893321,0.0011234791,0.00042095172,0.0012499257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013881281,0.0014996246,0.008749998,0.0026320696,0.00038931257,0.00020085678,0.0014001443,0.008121866,0.000013624234,0.6012246,0.33087364,0.044755444],"study_design_scores_gemma":[0.0022209561,0.00017109032,0.0302406,0.0014465261,0.00071862666,0.000013606028,0.007012315,0.025406586,0.00004837093,0.051031586,0.88072044,0.0009693139],"about_ca_topic_score_codex":0.010401579,"about_ca_topic_score_gemma":0.004696574,"teacher_disagreement_score":0.84107304,"about_ca_system_score_codex":0.0023069882,"about_ca_system_score_gemma":0.00017265612,"threshold_uncertainty_score":0.9996681},"labels":[],"label_agreement":null},{"id":"W2471601219","doi":"10.3917/qdm.161.0011","title":"Prévision des mouvements d’employés par matrices actuarielles et réseaux de neurones artificiels : une application aux données bancaires en contexte canadien","year":2016,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.022759139896651414,"score_gpt":0.25559702639551996,"score_spread":0.23283788649886855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471601219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49549285,0.0058449977,0.40750286,0.08111147,0.0011979367,0.0013934515,0.00039033205,0.00021378275,0.0068523367],"genre_scores_gemma":[0.9718233,0.0068328455,0.0058421055,0.0017107374,0.00016113275,0.00029501738,0.000065112836,0.000059593855,0.013210164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745697,0.00017903453,0.00087564706,0.0006912526,0.00012322208,0.0006738607],"domain_scores_gemma":[0.99851704,0.00018590638,0.0004932946,0.00052646187,0.00011547348,0.00016184311],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016930333,0.00032781492,0.00035114752,0.00045912023,0.0004107056,0.00024021145,0.0004149491,0.00018124786,0.0003264731],"category_scores_gemma":[0.00017335359,0.0003411359,0.00010680469,0.00063750247,0.000283013,0.0005832634,0.0001780385,0.00015082302,0.00058153534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004130245,0.00025041477,0.053352352,0.00030314835,0.00014299495,0.000018735092,0.001177891,0.0003526715,0.0001290997,0.8210602,0.012244171,0.110927016],"study_design_scores_gemma":[0.0010658306,0.00021589361,0.28724456,0.0004989312,0.0000793683,0.000009306802,0.0004928317,0.0043596746,0.000914951,0.20420845,0.5002573,0.00065288966],"about_ca_topic_score_codex":0.008166255,"about_ca_topic_score_gemma":0.0039353766,"teacher_disagreement_score":0.61685175,"about_ca_system_score_codex":0.00085732306,"about_ca_system_score_gemma":0.00007015476,"threshold_uncertainty_score":0.99990404},"labels":[],"label_agreement":null},{"id":"W2525462367","doi":"10.3917/qdm.162.0025","title":"L’innovation managériale : rupture ou évolution du management","year":2016,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025110951290410098,"score_gpt":0.2611649812001941,"score_spread":0.236054029909784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525462367","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037938452,0.010303837,0.07731976,0.09005901,0.010638557,0.001470613,0.00003389938,0.00041321054,0.8059673],"genre_scores_gemma":[0.35102636,0.030635407,0.0055034226,0.001637321,0.003640432,0.0003279687,0.000025216594,0.000051924562,0.607152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967711,0.00048692516,0.0005426978,0.00058060704,0.0007654529,0.000853199],"domain_scores_gemma":[0.9989664,0.00007769184,0.00026341726,0.00034553232,0.00020973843,0.00013721317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018784628,0.00034047794,0.000282312,0.00028571428,0.0010115614,0.00014109854,0.00041480752,0.00023780757,0.00080515275],"category_scores_gemma":[0.00008154156,0.00030752513,0.00014522475,0.0013734057,0.0007108038,0.00046542884,0.00026903654,0.00013707379,0.001092504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012646518,0.00014623224,0.0005807433,0.000120539036,0.00022417652,0.00005020442,0.00073452055,0.000019924017,0.000004432481,0.64518666,0.12665948,0.22626042],"study_design_scores_gemma":[0.00071258383,0.0000557449,0.04010099,0.00040498673,0.00023391924,0.0000013558455,0.00111374,0.00005096057,0.0000068440577,0.13663633,0.8203162,0.00036632994],"about_ca_topic_score_codex":0.0019797287,"about_ca_topic_score_gemma":0.0010799879,"teacher_disagreement_score":0.69365674,"about_ca_system_score_codex":0.002835462,"about_ca_system_score_gemma":0.000036454137,"threshold_uncertainty_score":0.9999377},"labels":[],"label_agreement":null},{"id":"W2621728559","doi":"10.3917/qdm.171.0037","title":"Les troubles liés à l’usage de l’alcool en milieu de travail : mots ou maux de gestion ?","year":2017,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.10040071420873749,"score_gpt":0.4793519451872172,"score_spread":0.3789512309784797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621728559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37080756,0.013792338,0.14338684,0.2887538,0.0035583326,0.008159152,0.0005011708,0.0006165196,0.17042428],"genre_scores_gemma":[0.81808037,0.015021518,0.03439785,0.0020617608,0.001772061,0.0012197329,0.00014283932,0.00011639847,0.12718748],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.990971,0.0042966623,0.0008847996,0.0006763773,0.00075721124,0.0024139418],"domain_scores_gemma":[0.995963,0.0011044146,0.000413638,0.0011387025,0.0002548476,0.0011254379],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0103419805,0.00043417834,0.00043514874,0.00033212444,0.0036356796,0.00020748489,0.00096180465,0.00090326025,0.0015593002],"category_scores_gemma":[0.0015368843,0.0004848068,0.00018090605,0.00018080532,0.00030602442,0.00042557987,0.00047296876,0.0017319489,0.0010948419],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070390705,0.00057431246,0.15184577,0.0048586284,0.00014359312,0.00025269188,0.0025892525,0.0015110994,0.000044673186,0.14409712,0.02878066,0.6645983],"study_design_scores_gemma":[0.0015919546,0.000245698,0.84752494,0.001841786,0.00016052714,0.000021845159,0.0010441013,0.019003816,0.000034156525,0.013332761,0.11483068,0.0003677174],"about_ca_topic_score_codex":0.03224254,"about_ca_topic_score_gemma":0.006079337,"teacher_disagreement_score":0.6956792,"about_ca_system_score_codex":0.004150562,"about_ca_system_score_gemma":0.0014107375,"threshold_uncertainty_score":0.9997604},"labels":[],"label_agreement":null},{"id":"W2622235455","doi":"10.3917/qdm.171.0087","title":"Prédiction du risque de vulnérabilité des unités de travail dans les organisations","year":2017,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diction; Humanities; Political science; Art","score_opus":0.07490592986332247,"score_gpt":0.4381661449328977,"score_spread":0.36326021506957523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622235455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49129695,0.0017085928,0.24117512,0.089169994,0.002093956,0.0040629106,0.00028409815,0.00037694073,0.16983145],"genre_scores_gemma":[0.92754626,0.0063117347,0.014714808,0.0008039857,0.0011858211,0.0008511164,0.00009810523,0.00007807469,0.048410088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99349046,0.0033109903,0.0007428984,0.00050086196,0.00052300293,0.0014317593],"domain_scores_gemma":[0.9966839,0.000763706,0.00034798752,0.0009929204,0.00045020433,0.00076129055],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0064532915,0.00030143303,0.0002815973,0.00023882928,0.007757035,0.00017153184,0.0006442258,0.00052398106,0.0017221665],"category_scores_gemma":[0.0018749471,0.00034039974,0.00011073602,0.00025107784,0.0006919077,0.0004446115,0.00032571194,0.0011345458,0.0006946352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002167856,0.00063692266,0.590485,0.0032212369,0.00012365768,0.00007420102,0.009518109,0.0017100881,0.000045681885,0.17278822,0.011504589,0.20967557],"study_design_scores_gemma":[0.00090867514,0.00019515789,0.8886243,0.0008351656,0.00014799317,0.000017342723,0.0037060804,0.011195324,0.000050996066,0.028429417,0.06562939,0.00026015527],"about_ca_topic_score_codex":0.030084498,"about_ca_topic_score_gemma":0.013381845,"teacher_disagreement_score":0.43624932,"about_ca_system_score_codex":0.0054669166,"about_ca_system_score_gemma":0.0014162024,"threshold_uncertainty_score":0.9999048},"labels":[],"label_agreement":null},{"id":"W2623666430","doi":"10.3917/qdm.171.0125","title":"Maux et mots du droit. Quel avenir pour la responsabilité sociétale face à la gouvernance de la firme ?","year":2017,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.010121228820266054,"score_gpt":0.26456437327496407,"score_spread":0.254443144454698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623666430","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2952731,0.004088776,0.026236162,0.08144775,0.0019667686,0.0014600975,0.0000913881,0.0004934754,0.58894247],"genre_scores_gemma":[0.81895626,0.0024484005,0.0020943682,0.0024020302,0.00091346784,0.00015111887,0.000025971853,0.000104927116,0.17290343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968182,0.0005134727,0.0005163836,0.0007705376,0.0005470178,0.0008343771],"domain_scores_gemma":[0.9972436,0.00036219682,0.0009522548,0.0011764349,0.00018699972,0.000078552315],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047289706,0.0005202628,0.00042802087,0.00013716462,0.0008744621,0.0023058837,0.0011264796,0.0003490438,0.00051773473],"category_scores_gemma":[0.0007278956,0.0006140673,0.00026808842,0.0002158516,0.0005840397,0.0021221961,0.0010611544,0.00055154675,0.00095787324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016417087,0.0005569837,0.03965841,0.0010995977,0.000203425,0.0010283451,0.00021307332,0.0010020245,0.000053029704,0.7952076,0.1160308,0.04478251],"study_design_scores_gemma":[0.001199207,0.000015026589,0.26495993,0.0009094331,0.00022290769,0.000026915086,0.00025400144,0.005426268,0.000017457805,0.06572342,0.66074485,0.000500601],"about_ca_topic_score_codex":0.005835591,"about_ca_topic_score_gemma":0.00093742844,"teacher_disagreement_score":0.7294842,"about_ca_system_score_codex":0.00072271243,"about_ca_system_score_gemma":0.00019315936,"threshold_uncertainty_score":0.99982},"labels":[],"label_agreement":null},{"id":"W2751226950","doi":"10.3917/qdm.172.0049","title":"Changement et Business développement : changer les organisations avec les start-up","year":2017,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05053199910410776,"score_gpt":0.29288608253073756,"score_spread":0.24235408342662978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751226950","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08259435,0.023763353,0.01340942,0.71795803,0.0144475,0.0038870892,0.000103916296,0.00072821655,0.14310811],"genre_scores_gemma":[0.84544647,0.033845495,0.0044202614,0.0096006645,0.004947435,0.0010167643,0.00024798658,0.0002203756,0.10025454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99651486,0.00011851619,0.0006689818,0.0008971079,0.0007556933,0.0010448705],"domain_scores_gemma":[0.99712974,0.000047873753,0.0008460399,0.001215198,0.0006868568,0.000074303636],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016506409,0.0006576969,0.0004683178,0.0003954715,0.0030651717,0.0024646225,0.0010482208,0.00018224964,0.003463759],"category_scores_gemma":[0.00026057195,0.00068313855,0.00016218719,0.0003968551,0.00041092103,0.0019083453,0.001942603,0.00029111383,0.0009821935],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006539161,0.00069654034,0.16235724,0.0032541286,0.0008206821,0.00017609236,0.0018280627,0.00046192706,0.00002939506,0.36128768,0.17761837,0.2914045],"study_design_scores_gemma":[0.0007736447,0.000025454292,0.37758952,0.0010912981,0.00049379456,0.000002394488,0.0015453288,0.00029489884,0.00002797505,0.0036006887,0.6139652,0.0005897925],"about_ca_topic_score_codex":0.005864154,"about_ca_topic_score_gemma":0.0035232774,"teacher_disagreement_score":0.76285213,"about_ca_system_score_codex":0.00046129373,"about_ca_system_score_gemma":0.000045086697,"threshold_uncertainty_score":0.9997957},"labels":[],"label_agreement":null},{"id":"W2752843095","doi":"10.3917/qdm.172.0011","title":"Engagement des managers intermédiaires dans une approche cognitive de la gouvernance","year":2017,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.015446141321760578,"score_gpt":0.26410625010820515,"score_spread":0.24866010878644457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752843095","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030388603,0.006195004,0.15462427,0.008825211,0.0019167938,0.0016565471,0.000025325,0.00043538527,0.7959329],"genre_scores_gemma":[0.8726544,0.0051395954,0.0087706,0.002172056,0.0013811811,0.00031999833,0.00007613776,0.00013646488,0.10934957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9966055,0.00025818677,0.0005712923,0.00086649327,0.0006298577,0.0010686329],"domain_scores_gemma":[0.9979211,0.000173778,0.000768803,0.00074569293,0.00031009712,0.00008050091],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027378818,0.0006660082,0.00044549248,0.0003426217,0.003314374,0.0028072111,0.0013051486,0.00018933548,0.00066899473],"category_scores_gemma":[0.00076583354,0.00075211166,0.00021472317,0.000502893,0.0015061914,0.002064053,0.0023254908,0.0004270687,0.0007976141],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001032151,0.0006544521,0.17952104,0.004125134,0.0013613641,0.000725648,0.0016216622,0.00048397869,0.000014984802,0.61218965,0.09688626,0.10231262],"study_design_scores_gemma":[0.0013871116,0.000030277239,0.57378393,0.002268749,0.001281893,0.0000061128503,0.004785947,0.0021578143,0.00004254404,0.058952596,0.35450107,0.00080194115],"about_ca_topic_score_codex":0.003514707,"about_ca_topic_score_gemma":0.00075813895,"teacher_disagreement_score":0.8422658,"about_ca_system_score_codex":0.0007394135,"about_ca_system_score_gemma":0.00003937089,"threshold_uncertainty_score":0.9999804},"labels":[],"label_agreement":null},{"id":"W2893918735","doi":"10.3917/qdm.182.0087","title":"Réalités et attentes des entreprises en matière de transformation : résultats d’une enquête exploratoire","year":2018,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Physics; Humanities; Art","score_opus":0.024170191801212996,"score_gpt":0.2732053477072915,"score_spread":0.2490351559060785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893918735","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06344654,0.004650574,0.42791694,0.15159754,0.0027553602,0.0038369398,0.000094240124,0.0012213057,0.34448054],"genre_scores_gemma":[0.872915,0.0054583675,0.015342012,0.012026643,0.003716894,0.00082684314,0.00064346124,0.00020400627,0.08886677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99573565,0.0005293011,0.0010070836,0.000763649,0.0007403008,0.0012240494],"domain_scores_gemma":[0.9983304,0.00013434663,0.00034443082,0.00068132265,0.00040707688,0.000102432714],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037530346,0.0006547057,0.00046934254,0.00058548513,0.0008678105,0.0013165188,0.00068224804,0.00023491537,0.00332659],"category_scores_gemma":[0.0001685434,0.00073180476,0.00025709084,0.0011467444,0.00051692716,0.0039055338,0.0004967013,0.00035016643,0.004160271],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018676723,0.00084991043,0.0065410463,0.006691994,0.00057385257,0.00015982318,0.011321403,0.0011469387,0.000058235542,0.6766969,0.053578246,0.2421949],"study_design_scores_gemma":[0.001423968,0.000093799856,0.011857899,0.0020207146,0.0007280229,0.000011031922,0.014114962,0.012685722,0.00014493807,0.08533823,0.8707335,0.0008471907],"about_ca_topic_score_codex":0.0031726353,"about_ca_topic_score_gemma":0.001407175,"teacher_disagreement_score":0.8171553,"about_ca_system_score_codex":0.0007281023,"about_ca_system_score_gemma":0.00004962316,"threshold_uncertainty_score":0.9997202},"labels":[],"label_agreement":null},{"id":"W2966135164","doi":"10.3917/qdm.192.0067","title":"Vers une éthique de la robotique","year":2019,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Philosophy; Political science; Sociology","score_opus":0.017060233032557628,"score_gpt":0.3891970368398353,"score_spread":0.3721368038072777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966135164","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118140504,0.0034375088,0.06025933,0.20089082,0.0063728844,0.0042135287,0.00002454124,0.0004514895,0.6062094],"genre_scores_gemma":[0.6567092,0.013388966,0.026697423,0.07680328,0.0015592264,0.0003455658,0.000057592584,0.00012277767,0.22431596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908461,0.006527893,0.000626832,0.00046860674,0.00036900918,0.0011615737],"domain_scores_gemma":[0.99734086,0.001199132,0.00020700503,0.0006274317,0.00011646222,0.0005090854],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.010163925,0.00028812548,0.00039503662,0.00012190358,0.00044582007,0.00003315125,0.0002923605,0.0015177855,0.0019464043],"category_scores_gemma":[0.00032383823,0.00030766331,0.00014141106,0.0004538071,0.00018048384,0.000167879,0.00016822029,0.0031299733,0.0031333033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000346322,0.00024874904,0.014251324,0.004566798,0.00014699256,0.00015367052,0.016898287,0.0013057869,0.000020586502,0.77861446,0.15974575,0.024012955],"study_design_scores_gemma":[0.0016044609,0.00019037908,0.071584776,0.0025283939,0.00016512134,0.000012290723,0.018178081,0.0025644174,0.000008914397,0.013463007,0.8893798,0.00032038195],"about_ca_topic_score_codex":0.00811239,"about_ca_topic_score_gemma":0.00038437438,"teacher_disagreement_score":0.76515144,"about_ca_system_score_codex":0.0024247256,"about_ca_system_score_gemma":0.0011351403,"threshold_uncertainty_score":0.99993753},"labels":[],"label_agreement":null},{"id":"W2966482424","doi":"10.3917/qdm.192.0111","title":"Leadership existentialiste sartrien revisité : pour une approche originale","year":2019,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Transactional Analysis in Psychotherapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Employment and Social Development Canada","funders":"","keywords":"Humanities; Philosophy","score_opus":0.05817854999819852,"score_gpt":0.35576865509312955,"score_spread":0.297590105094931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966482424","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008981461,0.017941372,0.24564134,0.10022356,0.007853333,0.0020806734,0.00005038656,0.00038586446,0.61684203],"genre_scores_gemma":[0.08089957,0.0017589912,0.019414125,0.005410245,0.0008417545,0.00018885806,0.00007830631,0.000117998294,0.8912901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956847,0.0009380322,0.0007194484,0.0010869848,0.0006302475,0.00094063027],"domain_scores_gemma":[0.99801934,0.00013220262,0.00030614514,0.0011802092,0.00013504636,0.00022705518],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016152037,0.000497412,0.0005241072,0.00037695473,0.0001657089,0.00015916639,0.00061961485,0.0003317645,0.014441733],"category_scores_gemma":[0.000008407682,0.0005625388,0.00044194367,0.0010227751,0.0001938051,0.0002200144,0.000034820805,0.00053844065,0.016159127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005095624,0.0012084477,0.0032450967,0.0013584746,0.0024489698,0.00018301525,0.0018639069,0.00166645,0.00012730039,0.7567712,0.10055037,0.13006723],"study_design_scores_gemma":[0.0025190932,0.0001800021,0.009234402,0.00059225014,0.0008003533,0.0000844737,0.0023570026,0.00055625016,0.00004362381,0.024060747,0.9589507,0.0006211309],"about_ca_topic_score_codex":0.0006796255,"about_ca_topic_score_gemma":0.000048853595,"teacher_disagreement_score":0.8584003,"about_ca_system_score_codex":0.0005203933,"about_ca_system_score_gemma":0.000049115166,"threshold_uncertainty_score":0.9996826},"labels":[],"label_agreement":null},{"id":"W2972480271","doi":"10.3917/qdm.193.0083","title":"Grille interculturelle du changement : acceptions du changement dans les cultures arabe, chinoise, indienne et occidentale","year":2019,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.011621207889626424,"score_gpt":0.2911287826821109,"score_spread":0.27950757479248445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972480271","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37768924,0.0075217914,0.0019315849,0.059031203,0.007484267,0.0049422127,0.00021661933,0.00055513607,0.54062796],"genre_scores_gemma":[0.84453595,0.019363757,0.0010359135,0.0036487842,0.0011994173,0.0006209929,0.00032698654,0.000054751716,0.12921347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501467,0.00068527466,0.00072309916,0.0011044824,0.0011251566,0.0013472992],"domain_scores_gemma":[0.99829394,0.000036186026,0.00041137237,0.0006198233,0.00023265569,0.00040601083],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016606384,0.0007327173,0.0005113297,0.0002225788,0.0014106743,0.0007884011,0.0011399429,0.0002829102,0.004672624],"category_scores_gemma":[0.000038347527,0.0006591453,0.0003983781,0.00095398095,0.00048047057,0.00095825817,0.0013585635,0.0004050579,0.0029064002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059135597,0.0014488068,0.02269599,0.000567388,0.0007625756,0.000084861764,0.03146759,0.0020678055,0.00014469381,0.54869574,0.35324273,0.038762685],"study_design_scores_gemma":[0.0010370149,0.00026837186,0.08706814,0.0005178294,0.00039139256,0.000011384614,0.06158144,0.00030518766,0.00005157931,0.0033022289,0.84468466,0.0007807646],"about_ca_topic_score_codex":0.0073738173,"about_ca_topic_score_gemma":0.014244015,"teacher_disagreement_score":0.5453935,"about_ca_system_score_codex":0.0019695486,"about_ca_system_score_gemma":0.000033113593,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W2972915882","doi":"10.3917/qdm.193.0061","title":"Intelligence artificielle et transformation des emplois","year":2019,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy","score_opus":0.02177480242231824,"score_gpt":0.28793784681321616,"score_spread":0.26616304439089794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972915882","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06204189,0.00061274774,0.20047525,0.008368278,0.00093651406,0.0007102911,0.000010551791,0.00011127002,0.7267332],"genre_scores_gemma":[0.94173026,0.0020354083,0.0017907105,0.0006678603,0.00006319535,0.000048890703,0.00003435111,0.000012987011,0.05361631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849224,0.00023509642,0.00039210045,0.00021827032,0.0002465605,0.0004157446],"domain_scores_gemma":[0.9995193,0.000055548306,0.00008469744,0.00016938738,0.00005669172,0.000114386996],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015664678,0.0001598207,0.00013856754,0.0001116296,0.00025941813,0.00028002865,0.00021365695,0.00010841647,0.0013874016],"category_scores_gemma":[0.000008885125,0.00018650894,0.0001012968,0.00044240308,0.00022838842,0.0019938957,0.000023653862,0.00013507772,0.0043324027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009188712,0.000085483145,0.00036059978,0.00019015471,0.000026006426,0.0000013741314,0.009728632,0.007545637,7.6151883e-7,0.61217356,0.0002752511,0.36960334],"study_design_scores_gemma":[0.00019073315,0.00013248995,0.0029155794,0.00055521616,0.00007465643,0.0000032685598,0.0121779805,0.009516654,0.00023877657,0.16497836,0.8088401,0.0003762135],"about_ca_topic_score_codex":0.00060528034,"about_ca_topic_score_gemma":0.0006730608,"teacher_disagreement_score":0.8796884,"about_ca_system_score_codex":0.00038310565,"about_ca_system_score_gemma":0.000044790293,"threshold_uncertainty_score":0.9995255},"labels":[],"label_agreement":null},{"id":"W2994745439","doi":"10.3917/qdm.194.0043","title":"La rémunération variable au service de la responsabilité sociale : enquête auprès de grandes entreprises situées en Belgique","year":2019,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.013348686279770674,"score_gpt":0.2691425786609017,"score_spread":0.25579389238113104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994745439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89569175,0.00072067964,0.015566255,0.010784537,0.00078982423,0.0019167555,0.000011591118,0.00044541052,0.07407317],"genre_scores_gemma":[0.92299145,0.00030209977,0.012793374,0.0021676212,0.0012947331,0.0002841319,0.000077677825,0.0001283856,0.05996051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943961,0.0022505065,0.00085126905,0.0008535673,0.0005935761,0.0010549731],"domain_scores_gemma":[0.99618834,0.00165508,0.0008013923,0.0007371078,0.0005240637,0.00009400719],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.016323743,0.0004925477,0.0005037177,0.00036522828,0.0005699389,0.001186309,0.00050365564,0.0005746448,0.00085084385],"category_scores_gemma":[0.0029757502,0.0006113745,0.00022314808,0.0012883516,0.00021832291,0.0014757409,0.0006959645,0.0006109298,0.0005718735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006504375,0.00076948124,0.41517472,0.00556198,0.00040718788,0.00025194243,0.0026634638,0.0050903913,0.002238014,0.47408676,0.0023573367,0.09074828],"study_design_scores_gemma":[0.0014840956,0.000044431345,0.29626814,0.0013624089,0.00080835103,0.000032267235,0.003729302,0.010026921,0.00025541973,0.17189224,0.5131613,0.0009351273],"about_ca_topic_score_codex":0.013884867,"about_ca_topic_score_gemma":0.002278589,"teacher_disagreement_score":0.510804,"about_ca_system_score_codex":0.002613492,"about_ca_system_score_gemma":0.0010349059,"threshold_uncertainty_score":0.9998506},"labels":[],"label_agreement":null},{"id":"W3111693693","doi":"10.3917/qdm.211.0131","title":"L’impact des différences culturelles sur la réaction des managers face aux pratiques budgétaires : une étude comparative entre la France et le Maroc","year":2021,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Sociology; Art","score_opus":0.012058260263600915,"score_gpt":0.27398148003188577,"score_spread":0.26192321976828487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111693693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46812943,0.041524105,0.10667421,0.04244105,0.0016679177,0.0022481552,0.00008660025,0.0014515285,0.33577698],"genre_scores_gemma":[0.9410253,0.006400612,0.0052727642,0.0013441097,0.00046102348,0.000104251674,0.00029440207,0.00008670131,0.0450108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9964927,0.00048135026,0.0006429101,0.0009059175,0.0006998382,0.00077728234],"domain_scores_gemma":[0.99790126,0.0002723473,0.000518004,0.00043333275,0.0007967163,0.00007831924],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011578646,0.0007141489,0.0005482215,0.00033820845,0.0010376215,0.0023394092,0.00049785816,0.00023494464,0.000600503],"category_scores_gemma":[0.00023162444,0.0007257552,0.0002439997,0.001693032,0.00060977263,0.0032548106,0.000630204,0.0004262827,0.0002700209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009500411,0.002142851,0.13943836,0.0042205406,0.0016921104,0.0005742525,0.0031754605,0.049181562,0.00009884754,0.67332053,0.08910372,0.036956757],"study_design_scores_gemma":[0.0011353813,0.000041359322,0.5346666,0.0019098098,0.0006278365,0.000024526074,0.009337413,0.0063751023,0.00013759264,0.017618729,0.42720506,0.0009206067],"about_ca_topic_score_codex":0.0051008426,"about_ca_topic_score_gemma":0.003322047,"teacher_disagreement_score":0.6557018,"about_ca_system_score_codex":0.00031191696,"about_ca_system_score_gemma":0.00017476256,"threshold_uncertainty_score":0.99951935},"labels":[],"label_agreement":null},{"id":"W3156288579","doi":"10.3917/qdm.212.0167","title":"Impacts économiques de la certification ISO 9001 dans les PME : une revue systématique de la littérature","year":2021,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Certification; Political science; Humanities; Art","score_opus":0.01641243568890378,"score_gpt":0.2617156352282382,"score_spread":0.24530319953933444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156288579","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065760635,0.027871694,0.32761967,0.1347185,0.0016415383,0.0022391535,0.00006733992,0.0011055331,0.43897596],"genre_scores_gemma":[0.9108993,0.013495054,0.013969691,0.0051617203,0.0021637504,0.00042079543,0.00045243988,0.00015498875,0.053282283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99534863,0.0016491004,0.00086012005,0.0008414904,0.00031255448,0.0009880795],"domain_scores_gemma":[0.99786454,0.00034877923,0.00046287102,0.00091998663,0.00027595993,0.00012787056],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005637419,0.0005722358,0.0004949073,0.00038410496,0.0005666194,0.0023377333,0.0005968274,0.0006170979,0.0005976427],"category_scores_gemma":[0.0005193324,0.0006916943,0.0002757417,0.0011327583,0.0003248448,0.0012280301,0.0005510729,0.0007582912,0.00030978813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006424004,0.0007908354,0.019780697,0.010870285,0.0004613165,0.0008734941,0.0016226248,0.006624396,0.00034522804,0.88229424,0.035621755,0.040650863],"study_design_scores_gemma":[0.00081650406,0.000028739702,0.11471217,0.0035075732,0.0008526188,0.000075642114,0.0046945037,0.016231833,0.00038833453,0.07382461,0.7840224,0.0008450621],"about_ca_topic_score_codex":0.0055678054,"about_ca_topic_score_gemma":0.0017648886,"teacher_disagreement_score":0.84513867,"about_ca_system_score_codex":0.001538196,"about_ca_system_score_gemma":0.00021023645,"threshold_uncertainty_score":0.99955344},"labels":[],"label_agreement":null},{"id":"W3187442436","doi":"10.3917/qdm.214.0049","title":"L’exemplarité comme fondement éthique de dirigeants à succès du Québec","year":2021,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0304094409994467,"score_gpt":0.31168469426866824,"score_spread":0.28127525326922154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187442436","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07719848,0.018326474,0.02093678,0.6128232,0.0047895196,0.0008434917,0.000049014965,0.0002565038,0.26477656],"genre_scores_gemma":[0.8382175,0.00870653,0.004303097,0.012657327,0.001280593,0.00011209523,0.000012189626,0.000030910574,0.13467976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99624383,0.0009898483,0.0003950863,0.0005499285,0.00080373517,0.0010175956],"domain_scores_gemma":[0.9987277,0.00017594223,0.00021567605,0.00034538208,0.00016612248,0.0003691887],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026281192,0.000254868,0.0002726482,0.000042915108,0.0010086335,0.00030484167,0.00058888376,0.00023042665,0.0020315389],"category_scores_gemma":[0.00024292356,0.00029421377,0.00018169226,0.0007814948,0.0005728404,0.0003480994,0.0003264649,0.00030896367,0.00038262625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072578805,0.0003290385,0.03921801,0.00007913813,0.000092921335,0.00035276636,0.005815868,0.0001868296,0.000008559828,0.7964147,0.110379614,0.047115315],"study_design_scores_gemma":[0.0003407305,0.000043940807,0.08405608,0.00021839021,0.00012029795,0.000010677699,0.0052062757,0.00049658096,0.000062193394,0.033668898,0.87543553,0.00034038394],"about_ca_topic_score_codex":0.47065482,"about_ca_topic_score_gemma":0.42631528,"teacher_disagreement_score":0.76505595,"about_ca_system_score_codex":0.0024803204,"about_ca_system_score_gemma":0.0012251455,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W3191771641","doi":"10.3917/qdm.214.0079","title":"« Mais qu’est-ce que la mégalomanie ? »","year":2021,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.01942831469158075,"score_gpt":0.32326062385459564,"score_spread":0.3038323091630149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191771641","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028130148,0.018642562,0.016049478,0.04845574,0.0043867826,0.0007184737,0.000027243668,0.00026831916,0.8833212],"genre_scores_gemma":[0.48205227,0.098077744,0.009184244,0.0043606064,0.0024192687,0.0001339618,0.000080321384,0.00005724634,0.40363434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966891,0.0011540004,0.00041312884,0.00049291353,0.00061646255,0.0006343857],"domain_scores_gemma":[0.9988527,0.00009695398,0.00015077982,0.00039370666,0.00021407756,0.00029177102],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021677793,0.0002118265,0.00023850343,0.0001146108,0.0009651101,0.00040409225,0.00029641605,0.0002046442,0.0028056616],"category_scores_gemma":[0.00011361669,0.00026743865,0.00013327907,0.0006990452,0.0002942633,0.00038756258,0.0001536778,0.00024406167,0.0011653651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004933685,0.00028126567,0.007340012,0.0004288065,0.000068648595,0.00021791703,0.0043599103,0.000094749674,0.0000036834472,0.88807154,0.08499175,0.014136793],"study_design_scores_gemma":[0.00028424614,0.000040497147,0.06758855,0.0002534707,0.00018749874,0.00001780487,0.0050431383,0.0002179597,0.000019018993,0.10857406,0.81747955,0.00029421176],"about_ca_topic_score_codex":0.014528913,"about_ca_topic_score_gemma":0.044251546,"teacher_disagreement_score":0.77949744,"about_ca_system_score_codex":0.0007582575,"about_ca_system_score_gemma":0.0005987173,"threshold_uncertainty_score":0.99997777},"labels":[],"label_agreement":null},{"id":"W3200127064","doi":"10.3917/qdm.215.0091","title":"La transition numérique des structures œuvrant au service de l’intérêt général peut-elle augmenter leur impact social ?","year":2021,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.04075692592957009,"score_gpt":0.35037964077653666,"score_spread":0.3096227148469666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200127064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.858958,0.00218365,0.024936097,0.065699644,0.0014903963,0.00047277036,0.00010918919,0.00013583947,0.046014432],"genre_scores_gemma":[0.9831713,0.0013231348,0.002068157,0.0018416353,0.001320291,0.000046498233,0.000024159164,0.000027112317,0.010177734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961705,0.0013416354,0.0002983414,0.00049862795,0.0006773503,0.0010135373],"domain_scores_gemma":[0.999144,0.000077564226,0.00017841288,0.00017482604,0.000154247,0.00027096126],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001532842,0.00028886512,0.00027344213,0.000051987092,0.0014407471,0.00036846436,0.00038979325,0.00028071742,0.0013093838],"category_scores_gemma":[0.00003975453,0.0003123279,0.00027856338,0.0009284653,0.00059326104,0.0005173577,0.00011695603,0.00030352807,0.00006483098],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012351027,0.0006197036,0.016010497,0.00075481425,0.00046767085,0.0006502133,0.22714595,0.0058016893,0.00027050014,0.5763067,0.023355529,0.14849319],"study_design_scores_gemma":[0.0013828105,0.0001555464,0.51688325,0.0005755756,0.00030966566,0.00007387573,0.08838946,0.0031460184,0.00024171587,0.1864469,0.20140266,0.0009924797],"about_ca_topic_score_codex":0.0658392,"about_ca_topic_score_gemma":0.069975145,"teacher_disagreement_score":0.5008728,"about_ca_system_score_codex":0.0023754798,"about_ca_system_score_gemma":0.00056485564,"threshold_uncertainty_score":0.9999329},"labels":[],"label_agreement":null},{"id":"W3214018713","doi":"","title":"Creation and adoption of best practices for the change management : an evolutionary approach in a Quebec company","year":2013,"lang":"en","type":"article","venue":"Question(s) de management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Art","score_opus":0.06634041912962062,"score_gpt":0.29863279967834533,"score_spread":0.2322923805487247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214018713","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30650863,0.0034702935,0.34843642,0.04345914,0.0013015672,0.037712518,0.00003443007,0.0007576933,0.25831932],"genre_scores_gemma":[0.9716087,0.00038830415,0.017861472,0.0014765172,0.00046426835,0.0041094506,0.00024020845,0.00003308345,0.0038180165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984454,0.0000802169,0.00042164806,0.00040076146,0.00033114455,0.0003208213],"domain_scores_gemma":[0.9989582,0.00007636685,0.00044464192,0.00037657793,0.00012391014,0.000020356134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013957502,0.00020762003,0.000200584,0.00042989175,0.00023535511,0.00033959156,0.000301927,0.00006047553,0.00006803724],"category_scores_gemma":[0.00002794671,0.00017741152,0.000055271503,0.0004056437,0.00010311993,0.002319406,0.00026591108,0.0000940997,0.000048034057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098122546,0.0008133653,0.009043867,0.0021645695,0.00013171,0.0000035476653,0.00032218933,0.0015234776,0.00000607606,0.8021128,0.0028076181,0.18097262],"study_design_scores_gemma":[0.0015151231,0.0000644194,0.6159464,0.00024319778,0.00046698705,0.0000015686337,0.01203879,0.20039901,0.0000013821384,0.017411405,0.15149654,0.00041513323],"about_ca_topic_score_codex":0.044190086,"about_ca_topic_score_gemma":0.0023804533,"teacher_disagreement_score":0.7847014,"about_ca_system_score_codex":0.0001259466,"about_ca_system_score_gemma":0.000005895842,"threshold_uncertainty_score":0.9621747},"labels":[],"label_agreement":null},{"id":"W4206681784","doi":"10.3917/qdm.152.0107","title":"Regards croisés sur le changement agile","year":2015,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Context (archaeology); Work (physics); Limiting; Process (computing)","score_opus":0.046163657717685255,"score_gpt":0.26007210775270245,"score_spread":0.21390845003501718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206681784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008477845,0.030254101,0.054515302,0.18224475,0.012351171,0.003943214,0.000052507556,0.0012565999,0.70690453],"genre_scores_gemma":[0.22577475,0.0017629922,0.008718323,0.019824756,0.006273027,0.0009109435,0.0004805999,0.00029055306,0.73596406],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947708,0.00030878696,0.0009779071,0.0010930474,0.0013410711,0.0015083442],"domain_scores_gemma":[0.9974709,0.000046754623,0.00046346823,0.0011879128,0.00061998185,0.00021095485],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005526568,0.00074626366,0.00061382604,0.00077385217,0.00047748198,0.0014743514,0.0009902685,0.0002630116,0.0015532504],"category_scores_gemma":[0.00021567028,0.00088402466,0.0002989344,0.00115925,0.0002688834,0.002495553,0.0016509355,0.00041364483,0.00609291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081826714,0.0008812723,0.0011709282,0.0019104475,0.0003153616,0.00033172016,0.00025157814,0.0020417667,0.0000026534112,0.4391765,0.51718086,0.03665508],"study_design_scores_gemma":[0.0027082844,0.00007714916,0.0033957195,0.00072413194,0.0005631566,0.000008038484,0.0019122818,0.008744914,0.000022202496,0.04144881,0.93944037,0.0009549663],"about_ca_topic_score_codex":0.010434101,"about_ca_topic_score_gemma":0.0011514837,"teacher_disagreement_score":0.42225948,"about_ca_system_score_codex":0.0010267847,"about_ca_system_score_gemma":0.0001409072,"threshold_uncertainty_score":0.9995622},"labels":[],"label_agreement":null},{"id":"W4238301420","doi":"10.3917/qdm.182.0045","title":"Du Changement à la Transformation","year":2018,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.006431369858591076,"score_gpt":0.21203586664062646,"score_spread":0.20560449678203538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238301420","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007567651,0.0028769549,0.17112753,0.08462279,0.0061278385,0.0017315954,0.000016037502,0.00082201144,0.7251076],"genre_scores_gemma":[0.9221184,0.0016403095,0.005185296,0.013987693,0.010444754,0.0002080564,0.00023431146,0.00016096218,0.046020195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971109,0.00012135457,0.0006315177,0.0005997016,0.0007233818,0.0008131675],"domain_scores_gemma":[0.99854183,0.000043826556,0.00033653138,0.00045926377,0.00056393596,0.000054609365],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024706775,0.00047779435,0.00028393266,0.0006390472,0.0007132033,0.001168946,0.0005400957,0.00019416265,0.00360681],"category_scores_gemma":[0.000094226474,0.0005466931,0.0001362527,0.0012173724,0.00029301172,0.0020564236,0.0004563267,0.00021086312,0.0080031855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003725326,0.00033723933,0.0037356068,0.0013905293,0.00020707671,0.0000501977,0.00027802825,0.00021928953,0.0000055723976,0.75326556,0.19036697,0.05010667],"study_design_scores_gemma":[0.00093923317,0.000046439454,0.021445958,0.00064927887,0.0005637919,0.000011088546,0.0006510304,0.011191648,0.000029271045,0.014918725,0.9489784,0.0005751018],"about_ca_topic_score_codex":0.0004655411,"about_ca_topic_score_gemma":0.000107728934,"teacher_disagreement_score":0.9145508,"about_ca_system_score_codex":0.0004445983,"about_ca_system_score_gemma":0.00002896397,"threshold_uncertainty_score":0.9998679},"labels":[],"label_agreement":null},{"id":"W4281678690","doi":"10.3917/qdm.218.0105","title":"La co-construction : une réponse à l’écart entre les discours et la réalité en matière de politique de handicap dans les organisations contemporaines","year":2022,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.012630018683643964,"score_gpt":0.31698516896793005,"score_spread":0.3043551502842861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281678690","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27967235,0.00069949555,0.021167988,0.356501,0.0007039801,0.00079637725,0.000379494,0.00022498776,0.3398543],"genre_scores_gemma":[0.96311986,0.0011430694,0.0020946183,0.00056572206,0.00032306818,0.00019783678,0.000031461077,0.000023050969,0.032501306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99432373,0.0038545548,0.0003114437,0.0003556478,0.0006037119,0.00055088446],"domain_scores_gemma":[0.9989565,0.00038982264,0.00024874616,0.0001751982,0.000043905045,0.00018581642],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034247085,0.00020699913,0.00019532566,0.00008392594,0.0016595178,0.00024299628,0.00042155985,0.00015039324,0.0010944676],"category_scores_gemma":[0.00016149762,0.00023493242,0.00012014861,0.00066312595,0.0009778182,0.00028176818,0.00016347156,0.00035022752,0.000015939346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013260808,0.00014284112,0.03231224,0.0000470233,0.000056783017,0.00005719731,0.07408229,0.00061562355,0.00003794468,0.86850756,0.009702965,0.014424238],"study_design_scores_gemma":[0.00032964366,0.00006431346,0.08233878,0.00011027231,0.000112770584,0.000044469307,0.28266168,0.00028979336,0.000032655185,0.11654468,0.51718354,0.00028740766],"about_ca_topic_score_codex":0.16765091,"about_ca_topic_score_gemma":0.027710358,"teacher_disagreement_score":0.7519629,"about_ca_system_score_codex":0.0019183761,"about_ca_system_score_gemma":0.0006080424,"threshold_uncertainty_score":0.9998187},"labels":[],"label_agreement":null},{"id":"W4281698197","doi":"10.3917/qdm.218.0151","title":"Genre, culture et entrepreneuriat des femmes au Maroc. Quels défis ?","year":2022,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.022022720579915656,"score_gpt":0.2657017893925719,"score_spread":0.24367906881265622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281698197","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28318596,0.15180229,0.0025468864,0.11931395,0.014475683,0.0038017442,0.00027483166,0.0013980566,0.4232006],"genre_scores_gemma":[0.66498214,0.017601462,0.0028920183,0.02404111,0.0028028863,0.0011351171,0.00032882765,0.00017276488,0.28604367],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99611664,0.00039869628,0.00062948547,0.00094011775,0.00077746727,0.0011375846],"domain_scores_gemma":[0.9986075,0.00007816833,0.00043030633,0.0006171801,0.00019449099,0.000072342984],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018311623,0.0005772825,0.0004303722,0.00034304595,0.0017388505,0.0007834425,0.00078492943,0.000101681326,0.004299209],"category_scores_gemma":[0.00013806223,0.0006147555,0.00029667185,0.000979484,0.0002616608,0.0013680705,0.0023972765,0.00047539646,0.00085757143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101277124,0.00074417976,0.35113364,0.0020269016,0.0006099332,0.0003896938,0.0016080713,0.013330514,0.000021727088,0.31361666,0.24624604,0.070171356],"study_design_scores_gemma":[0.00072757236,0.00007951061,0.09168576,0.00034516669,0.0005644293,0.000018870101,0.0035340965,0.0005218386,0.00001956461,0.022122858,0.87969196,0.0006883546],"about_ca_topic_score_codex":0.004285462,"about_ca_topic_score_gemma":0.0004706187,"teacher_disagreement_score":0.6334459,"about_ca_system_score_codex":0.0008741893,"about_ca_system_score_gemma":0.00005139439,"threshold_uncertainty_score":0.99992037},"labels":[],"label_agreement":null},{"id":"W4367681581","doi":"10.3917/qdm.222.0087","title":"L’herméneutique des situations d’interactions sociales","year":2023,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Philosophy; Humanities; Ethnology; Sociology","score_opus":0.09683692120357199,"score_gpt":0.3594536175767822,"score_spread":0.26261669637321017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367681581","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059123943,0.0016264525,0.0047298274,0.020635515,0.0023855995,0.00029590813,0.00017038388,0.00036913896,0.96387476],"genre_scores_gemma":[0.32889318,0.0056178914,0.0009654936,0.0004362938,0.0037295842,0.00013030916,0.00023719398,0.000043380267,0.6599467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853766,0.0001778669,0.00032655388,0.00028133826,0.00022286347,0.0004536898],"domain_scores_gemma":[0.9991967,0.000111776746,0.00010773352,0.0002585435,0.000206868,0.000118396165],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057129323,0.00020139685,0.00017874745,0.00029034758,0.0027401354,0.0010922037,0.00016595957,0.000057261845,0.0035681939],"category_scores_gemma":[0.000077806704,0.00022481543,0.0002110812,0.0002460224,0.00050155644,0.00018418163,0.00011883864,0.00015856246,0.002789424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036185845,0.00018564456,0.00016869053,0.00016878084,0.00042691475,0.00014914827,0.0025467512,0.0012703675,0.0000025527017,0.92753893,0.051780093,0.015758494],"study_design_scores_gemma":[0.00012066884,0.00001972927,0.0020074076,0.000194308,0.0006430335,0.0000027816698,0.0054080794,0.0036362035,0.000006145196,0.2801153,0.7076389,0.00020744171],"about_ca_topic_score_codex":0.0045361277,"about_ca_topic_score_gemma":0.008762831,"teacher_disagreement_score":0.6558588,"about_ca_system_score_codex":0.0003568163,"about_ca_system_score_gemma":0.00007120294,"threshold_uncertainty_score":0.99994475},"labels":[],"label_agreement":null},{"id":"W4386955791","doi":"10.3917/qdm.226.0091","title":"L’apport de la prise en compte de la valeur comparable pour définir la rémunération des emplois à prédominance féminine","year":2023,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Economics; Philosophy","score_opus":0.11167116977977735,"score_gpt":0.4500651676514718,"score_spread":0.33839399787169444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386955791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72596186,0.0014987456,0.03274586,0.021740027,0.0013627039,0.0008348831,0.000031863397,0.00049464515,0.21532941],"genre_scores_gemma":[0.87714416,0.0060541146,0.043343645,0.0004204058,0.0013041055,0.00035194075,0.00010630464,0.000040075178,0.07123528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9922322,0.0060019363,0.00040396038,0.00039899512,0.0003182547,0.0006446399],"domain_scores_gemma":[0.99592775,0.0033095218,0.00022155196,0.00023774854,0.00012407149,0.00017936171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.017748447,0.00022818844,0.00024875338,0.00016098558,0.0007804328,0.00021115721,0.0003763494,0.00027781687,0.00015774327],"category_scores_gemma":[0.00082120695,0.00028154653,0.000087883105,0.00066987984,0.0015329124,0.00029072206,0.000093826944,0.00032330732,0.00029901366],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013393699,0.00041089606,0.098704174,0.0002811754,0.00013977924,0.000040096467,0.044487856,0.0040378813,0.000049156348,0.80078185,0.036778115,0.0142756],"study_design_scores_gemma":[0.0005724605,0.00005261029,0.54949737,0.000373634,0.0001646234,0.000020294066,0.027159084,0.0032843654,0.000021320846,0.086715795,0.3318212,0.00031722145],"about_ca_topic_score_codex":0.0009884465,"about_ca_topic_score_gemma":0.00008753182,"teacher_disagreement_score":0.7140661,"about_ca_system_score_codex":0.000691882,"about_ca_system_score_gemma":0.00052095205,"threshold_uncertainty_score":0.99996364},"labels":[],"label_agreement":null},{"id":"W4386957818","doi":"10.3917/qdm.226.0027","title":"Le rôle clé des indicateurs non-financiers dans le pilotage de la phase amont des projets","year":2023,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Baptist Seminary and Bible College","funders":"","keywords":"Pilotage; Political science; Humanities; Art","score_opus":0.009000248916700105,"score_gpt":0.25019310873887984,"score_spread":0.24119285982217975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386957818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76530045,0.001600543,0.09827293,0.008247953,0.0012452741,0.0018431098,0.000023217466,0.0014145465,0.12205199],"genre_scores_gemma":[0.9624248,0.0011792002,0.0038234137,0.0010866605,0.0008096164,0.00031190275,0.00022298211,0.00018974705,0.02995164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9962475,0.00021642049,0.00066548225,0.00085581286,0.0006422569,0.001372556],"domain_scores_gemma":[0.99856675,0.000094433686,0.0004277407,0.0005501147,0.0002548264,0.00010615738],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003680798,0.00057876727,0.00039766604,0.0009622729,0.0017363677,0.0012972635,0.0008322198,0.00022596843,0.00013282245],"category_scores_gemma":[0.00029989248,0.0006972408,0.00018352078,0.0028247612,0.00077295495,0.0017869733,0.0009865884,0.00035853378,0.0015528678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013952094,0.0025257189,0.15856081,0.0049078367,0.00055255555,0.001361785,0.0012759769,0.007468092,0.0005025857,0.66378295,0.08498467,0.07393749],"study_design_scores_gemma":[0.0039955024,0.00012137359,0.4794133,0.0014859488,0.00071431015,0.00002510498,0.007400782,0.02134988,0.00025814027,0.058542743,0.4253981,0.001294807],"about_ca_topic_score_codex":0.005828274,"about_ca_topic_score_gemma":0.000484171,"teacher_disagreement_score":0.6052402,"about_ca_system_score_codex":0.00064414745,"about_ca_system_score_gemma":0.00022075821,"threshold_uncertainty_score":0.99973947},"labels":[],"label_agreement":null},{"id":"W4417279904","doi":"10.3917/qdm.236.0099","title":"Accompagner la transformation technologique en milieu manufacturier : une étude exploratoire des perceptions et adaptations des opérateurs face à l’IA","year":2025,"lang":"fr","type":"article","venue":"Question(s) de management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Agence Nationale de la Recherche","keywords":"Face (sociological concept); Context (archaeology); Perception; Set (abstract data type); Proposition","score_opus":0.011008721503630477,"score_gpt":0.2634104217223662,"score_spread":0.2524017002187357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417279904","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07098335,0.004175825,0.7336913,0.07618387,0.0008913332,0.0020180296,0.00003642272,0.0011765788,0.11084331],"genre_scores_gemma":[0.9401236,0.00589442,0.016056396,0.0025570109,0.0001754142,0.00076546246,0.00028053668,0.0000800528,0.03406708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967099,0.00044713254,0.00078358426,0.00072807464,0.00044266062,0.00088868994],"domain_scores_gemma":[0.9986546,0.00016014445,0.00021455956,0.00065879576,0.00025013994,0.00006176083],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0022326896,0.0006535079,0.00043331247,0.0012594451,0.0012635931,0.0011811126,0.0006917931,0.00037701734,0.00043172072],"category_scores_gemma":[0.00012633394,0.0007105388,0.0002499294,0.0018700756,0.00058673596,0.0024262522,0.00043906155,0.00064958545,0.00052346045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054772234,0.0006828964,0.0053731757,0.003157659,0.00049254467,0.000073690535,0.004850464,0.09077132,0.000043569507,0.5643833,0.019016355,0.31110024],"study_design_scores_gemma":[0.0016109076,0.0000565091,0.20164149,0.0030086234,0.0013076235,0.000009281283,0.05450731,0.029786158,0.000101140045,0.08419501,0.6226744,0.0011015325],"about_ca_topic_score_codex":0.0015209332,"about_ca_topic_score_gemma":0.002937348,"teacher_disagreement_score":0.86914027,"about_ca_system_score_codex":0.00059721805,"about_ca_system_score_gemma":0.000056412322,"threshold_uncertainty_score":0.99985576},"labels":[],"label_agreement":null}]}