{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":27,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":27,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6c18f23e19bf","filters":{"venue":"Facteurs humains :"}},"results":[{"id":"W4403479593","doi":"10.62920/vw0zbk23","title":"Le défi des femmes haïtiennes de se construire en tant que sujet à la suite des violences basées sur le genre (note de recherche)","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Ginette Francilus Sanon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1915452207626598,"gpt":0.4097672804819737,"spread":0.2182220597193139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003616426,0.000217134,0.0002466528,0.00007105082,0.001326288,0.0006171158,0.0006292647,0.0003451822,0.00009644604],"category_scores_gemma":[0.001620361,0.0002016146,0.0001723854,0.0006841885,0.002037244,0.0007844081,0.00008518943,0.0003974921,0.00002874454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006352374,"about_ca_system_score_gemma":0.004664498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.219116,"about_ca_topic_score_gemma":0.320512,"domain_scores_codex":[0.9966242,0.0013898,0.0002395437,0.0004425583,0.0004130777,0.0008908322],"domain_scores_gemma":[0.9979283,0.001446953,0.00009212331,0.00015914,0.0001022829,0.0002711602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002313821,0.0001547019,0.1646427,0.0001387654,0.00006656433,0.0001894379,0.3602428,0.00004066131,0.004033171,0.2934775,0.004169286,0.1728213],"study_design_scores_gemma":[0.0005033404,0.0001620925,0.2413387,0.000878168,0.00006805958,0.00004295729,0.1589898,0.0003870699,0.004393009,0.2514245,0.3406163,0.001196133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668685,0.002600533,0.0006840365,0.00301835,0.0003297094,0.0001960076,0.00008583101,0.0003008667,0.02591619],"genre_scores_gemma":[0.9882101,0.003305449,0.002048034,0.0001712418,0.000331062,0.00002761761,0.000004302456,0.00002502264,0.005877148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.336447,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403483737","doi":"10.62920/t131k158","title":"L' économie des populations paléohistoriques de l’Anse à Henry à Saint-Pierre et Miquelon révélée par l’analyse fonctionnelle des outils en pierre taillée : un exemple de diversité des pratiques ancestrales autochtones","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; SAINT; Philosophy; Art; Art history","authors":[{"name":"Éloïse St-Pierre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08199140592553812,"gpt":0.3438402976073361,"spread":0.261848891681798,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001220886,0.0003992617,0.0004505658,0.0003339191,0.002681593,0.0002738871,0.0004955098,0.0003385074,0.0004668166],"category_scores_gemma":[0.0006210965,0.0004057543,0.000301925,0.0004580626,0.001911222,0.000987244,0.0001621574,0.0004271696,0.00003232589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758263,"about_ca_system_score_gemma":0.0009064275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009449907,"about_ca_topic_score_gemma":0.3540128,"domain_scores_codex":[0.9965713,0.001035784,0.0004856197,0.000638223,0.0002416055,0.001027446],"domain_scores_gemma":[0.9983934,0.0005321211,0.0001544656,0.0003282199,0.0001639527,0.0004278756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000470429,0.0001504907,0.7479717,0.0001071887,0.0001766748,0.00007049374,0.1813904,0.0003166019,0.00105027,0.05263477,0.00182642,0.01425794],"study_design_scores_gemma":[0.0002504019,0.0001634184,0.7994636,0.0001797212,0.0001601201,0.00002612642,0.01303693,0.0001796514,0.0006601589,0.1293387,0.055953,0.0005881444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783497,0.003791125,0.0112299,0.00140615,0.0003527531,0.0003962896,0.0001560901,0.0006648223,0.003653215],"genre_scores_gemma":[0.9692165,0.002046651,0.02376896,0.0001985215,0.0003423285,0.00009914322,0.0001164256,0.00005293964,0.004158485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3445629,"threshold_uncertainty_score":0.9998394,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479562","doi":"10.62920/0c78d238","title":"Écologie et démocratie (2022) de Joëlle Zask : un compte rendu critique","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Philosophy; Humanities","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05087953247541856,"gpt":0.3321326267256519,"spread":0.2812530942502334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007883166,0.0001650625,0.0002210166,0.00008176718,0.001059435,0.0002740334,0.0002962001,0.000147958,0.001320948],"category_scores_gemma":[0.0006372046,0.0001603172,0.0001389707,0.0003683102,0.0004413405,0.0002505799,0.00008803135,0.0003750965,0.0001764413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004903254,"about_ca_system_score_gemma":0.0005222479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823825,"about_ca_topic_score_gemma":0.009554723,"domain_scores_codex":[0.9981706,0.0004132784,0.0001946156,0.000307127,0.0003373832,0.0005769614],"domain_scores_gemma":[0.9991866,0.0003626407,0.00003251843,0.0001438097,0.00007476795,0.0001996156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000339841,0.00005418904,0.001278253,0.00002191853,0.00006416214,0.00008150204,0.03609643,0.000001821215,0.00009370595,0.7058609,0.246925,0.009518652],"study_design_scores_gemma":[0.0001048087,0.00005878117,0.009837696,0.00004178562,0.0000226241,7.661168e-7,0.003441303,0.00001656213,0.00007813711,0.06259485,0.9235821,0.0002205678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1342263,0.009432261,0.0008617622,0.02344496,0.004230977,0.0004845192,0.0001319678,0.001282453,0.8259048],"genre_scores_gemma":[0.9642711,0.004644072,0.0002973608,0.002441775,0.000710406,0.00007748998,0.00001832769,0.00002689125,0.0275126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8300448,"threshold_uncertainty_score":0.999592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200196","doi":"10.62920/nkqv6830","title":"L’identité scientifique chez les étudiantes en STIM: une recension des écrits","year":2025,"lang":"fr","type":"article","venue":"Facteurs humains :","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Identity (music); Perspective (graphical); French; Information science; Key (lock); Women in science","authors":[{"name":"Jacinthe Pilette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03634781396389025,"gpt":0.2868262569053818,"spread":0.2504784429414915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001192812,0.0002560649,0.0002901769,0.0002783092,0.002242527,0.0003101508,0.0005670608,0.0002878778,0.00122933],"category_scores_gemma":[0.0005598924,0.0002893816,0.0001669177,0.002162329,0.001636868,0.0005865739,0.0004253408,0.0002966331,0.0003725803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319616,"about_ca_system_score_gemma":0.0005017309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01098845,"about_ca_topic_score_gemma":0.03934949,"domain_scores_codex":[0.9975567,0.0004266653,0.0002840743,0.0005489361,0.000515668,0.0006679138],"domain_scores_gemma":[0.9987921,0.0002748554,0.00009593136,0.0002424337,0.0004003229,0.0001943179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004210271,0.0003773082,0.5754024,0.0006087765,0.000190193,0.0001309398,0.08487692,0.00001099325,0.001975195,0.0907763,0.1199816,0.1256273],"study_design_scores_gemma":[0.0007437962,0.00003621147,0.5418094,0.001976443,0.0001937474,0.000003914295,0.02622926,0.0000230738,0.002234193,0.01158782,0.4145029,0.000659221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138349,0.006313009,0.0003488879,0.008161972,0.004906815,0.0003385896,0.00007897126,0.0001425504,0.06587435],"genre_scores_gemma":[0.7790497,0.007101908,0.0006091197,0.0002882017,0.0002122904,0.000006045279,0.00004955938,0.00001459142,0.2126686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2945213,"threshold_uncertainty_score":0.9999558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479707","doi":"10.62920/dbr62q41","title":"Les résultats économiques des réfugiés et réfugiées d’Europe de l’Est admis au Canada entre 1990 et 2007 : une analyse longitudinale par catégorie d’immigration et région d’origine","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Marcus Vinícius Barcellos de Fraga","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08508412905033301,"gpt":0.3844606803775485,"spread":0.2993765513272155,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008470922,0.0004028226,0.0003421158,0.0001865104,0.0007929144,0.0005667226,0.0003403556,0.0001779392,0.0002974506],"category_scores_gemma":[0.0006075423,0.0003666839,0.0001437767,0.0005184701,0.0004455432,0.0008956911,0.00005838944,0.0003738152,0.00004449482],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003330764,"about_ca_system_score_gemma":0.007525766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688579,"about_ca_topic_score_gemma":0.9971219,"domain_scores_codex":[0.9968825,0.0007217924,0.0005176845,0.0006019294,0.0004634801,0.0008126236],"domain_scores_gemma":[0.9982602,0.0004175264,0.0001717145,0.0003087533,0.0004098192,0.0004319781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004266546,0.0002682451,0.3053699,0.000184495,0.0004329092,0.0002731801,0.516718,0.001893439,0.001054824,0.09471598,0.07472602,0.004320346],"study_design_scores_gemma":[0.000272892,0.00007178915,0.2592646,0.0001302591,0.000125779,0.00001101613,0.02805506,0.0004386205,0.001654658,0.0005578459,0.7087629,0.0006545277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787894,0.0005674147,0.0003905462,0.01123847,0.0006102403,0.0004049997,0.0002986662,0.0003131957,0.007386995],"genre_scores_gemma":[0.9909772,0.001189031,0.000325325,0.001958934,0.0004994198,0.00003500712,0.0005983351,0.00005405644,0.004362698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.634037,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200171","doi":"10.62920/6m0cwf44","title":"Le savoir-faire de la métallurgie ancienne du fer au Musée national du Togo: entre sauvegarde et transmission","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Cultural Identity and Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Safeguarding; Mediation; Forge; Participant observation; Work (physics)","authors":[{"name":"Aïcha Malle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02020869394836396,"gpt":0.2514196343577572,"spread":0.2312109404093932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008740773,0.0005224954,0.0005046383,0.0002662187,0.002952695,0.001676943,0.0005279928,0.0003521103,0.007143971],"category_scores_gemma":[0.0002020802,0.0005117316,0.0005091258,0.0001548389,0.0007739065,0.0009667468,0.0001795977,0.0007305177,0.0001791162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000733575,"about_ca_system_score_gemma":0.002144526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002997397,"about_ca_topic_score_gemma":0.02073115,"domain_scores_codex":[0.9968527,0.0004741407,0.0006353341,0.0006478521,0.0005819526,0.0008080341],"domain_scores_gemma":[0.9985642,0.0003477597,0.000169497,0.0002707925,0.0003754869,0.0002722863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001118251,0.0008699506,0.001070058,0.0002861902,0.0002039638,0.00008362062,0.07805998,0.00009498264,0.001440974,0.8672037,0.0482356,0.0023392],"study_design_scores_gemma":[0.001688712,0.00009318347,0.01827585,0.0004190027,0.0001234599,0.00001910308,0.01182262,0.0002871479,0.0002235677,0.01753211,0.9489317,0.000583587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5509765,0.00100728,0.000416835,0.01355501,0.001053435,0.0004696616,0.0003746462,0.0001970814,0.4319496],"genre_scores_gemma":[0.9191459,0.0009395234,0.00005073456,0.002155869,0.0008599718,0.00002706433,0.0002171604,0.00004234709,0.07656136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.900696,"threshold_uncertainty_score":0.9997334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479663","doi":"10.62920/3jpwpp86","title":"Élasticités et effet rebond des véhicules légers au Canada","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"Clément Figueras de Stoutz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1121335490004969,"gpt":0.2926025536426929,"spread":0.180469004642196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0001012525,0.0001986547,0.0001531001,0.00006617673,0.0002216443,0.001111743,0.0004120108,0.00004630715,0.00003447922],"category_scores_gemma":[0.00009772595,0.0001337731,0.00006956729,0.0003110088,0.00007976581,0.001346053,0.000122003,0.0001667868,0.00005264326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650319,"about_ca_system_score_gemma":0.0006480686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2134769,"about_ca_topic_score_gemma":0.630088,"domain_scores_codex":[0.9986844,0.00004181491,0.0001727043,0.0003580621,0.0003164306,0.0004265666],"domain_scores_gemma":[0.9991889,0.0001852998,0.00002757492,0.0002877244,0.00005777519,0.0002527123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001327348,0.0001135788,0.001618049,0.0002797489,0.0001799176,0.001914546,0.01756505,0.001543297,0.003005266,0.857757,0.08357872,0.03243152],"study_design_scores_gemma":[0.0006862595,0.0004983484,0.13955,0.0008277007,0.00005654907,0.0004808209,0.0006608653,0.01102472,0.01544905,0.046369,0.7824078,0.001988833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.83747,0.0003673195,0.008594845,0.001373309,0.001600858,0.0001501247,0.00006421703,0.000442132,0.1499372],"genre_scores_gemma":[0.9966925,0.000009382585,0.0003157764,0.0006640812,0.0001025576,0.000004293523,0.00001598497,0.00001311083,0.002182262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.811388,"threshold_uncertainty_score":0.9999252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200181","doi":"10.62920/wnsvhe40","title":"Émergence et mise en œuvre de l’approche de l’impact collectif pour l’inclusion sociale de personnes aînées au Québec: défis et facteurs facilitants","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Appropriation; Scope (computer science); Inclusion (mineral); Citizen journalism; Diversity (politics); Collective action; Indigenous","authors":[{"name":"A. Joseph","is_ca":true},{"name":"Émilie Raymond","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05537185380819204,"gpt":0.4019813223575666,"spread":0.3466094685493746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008390901,0.001264789,0.00146088,0.0009464963,0.01369663,0.0001676506,0.001796177,0.001581846,0.002684606],"category_scores_gemma":[0.00820199,0.001299987,0.0006460294,0.00196548,0.0003699381,0.0004911532,0.002801453,0.003962225,0.0003571287],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02108048,"about_ca_system_score_gemma":0.1200159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3354394,"about_ca_topic_score_gemma":0.4367332,"domain_scores_codex":[0.9834682,0.008291044,0.001884234,0.001183474,0.0009337246,0.004239347],"domain_scores_gemma":[0.9892021,0.006035393,0.000771596,0.001380598,0.0007025581,0.001907761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0007647654,0.001136988,0.3113043,0.001892576,0.0002766079,0.00003570901,0.6284535,0.00009346227,0.002641419,0.0005310769,0.03617135,0.01669828],"study_design_scores_gemma":[0.003324729,0.0004419447,0.6848007,0.002412541,0.0002191003,0.00002167085,0.1930183,0.001139898,0.0003516245,0.004602224,0.1083019,0.001365442],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9320682,0.002421407,0.002703916,0.0483303,0.001299344,0.003010591,0.0009407176,0.0003828053,0.00884269],"genre_scores_gemma":[0.9565591,0.009244063,0.0023408,0.01278974,0.0002998754,0.0004306411,0.0001767959,0.0001429244,0.01801604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4354352,"threshold_uncertainty_score":0.9997143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410141770","doi":"10.62920/ckdn0329","title":"La dynamique des contrats psychologiques","year":2025,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","authors":[{"name":"Labkoa Dirayabte Nathate","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03443770627176553,"gpt":0.4014521799681927,"spread":0.3670144736964272,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001294177,0.000280289,0.0004106636,0.0004949753,0.000277227,0.00009867844,0.000685566,0.0004540112,0.002354759],"category_scores_gemma":[0.0001005177,0.0002486055,0.0002320217,0.0006944854,0.0006836384,0.00009257565,0.00006990604,0.0007477121,0.000606916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006579115,"about_ca_system_score_gemma":0.00005544639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006913045,"about_ca_topic_score_gemma":0.0001687121,"domain_scores_codex":[0.9967755,0.001229223,0.0004177232,0.0007118871,0.00016708,0.0006986067],"domain_scores_gemma":[0.998253,0.0004607707,0.00009164305,0.0009171808,0.0001308699,0.0001465066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005626799,0.001352327,0.3376241,0.00004844085,0.0009236219,0.0004190888,0.003305674,0.000002762457,0.002830224,0.1808373,0.1060182,0.3660756],"study_design_scores_gemma":[0.001359302,0.0001851826,0.7772891,0.0000592934,0.00005927691,0.00005292429,0.0008521667,0.00001067299,0.00008034362,0.02304436,0.1967018,0.0003055915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4253917,0.0009009751,0.003320958,0.0004224291,0.0005722604,0.0002007448,0.00002486162,0.0001789914,0.5689871],"genre_scores_gemma":[0.957298,0.0001789699,0.0002222941,0.001070475,0.00008055092,0.0001593648,0.00002738646,0.00002794269,0.04093505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5319062,"threshold_uncertainty_score":0.9999966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113900455","doi":"10.62920/4s4aan58","title":"Le rôle de la nature dans l’acquisition de la vertu chez Aristote: la vertu naturelle et le bon naturel (euphuia)","year":2025,"lang":"fr","type":"article","venue":"Facteurs humains :","topic":"Classical Philosophy and Thought","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Virtue; Natural (archaeology); Aside; Habit","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005634810653246656,"gpt":0.2511118792476155,"spread":0.2454770685943688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001060479,0.0006057474,0.0005688848,0.0002600649,0.001616261,0.0008032725,0.0005967089,0.002057266,0.0002867622],"category_scores_gemma":[0.0003090114,0.0006565885,0.0005061352,0.0002538615,0.001700619,0.0004599623,0.000235797,0.004584099,0.00005707133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003951322,"about_ca_system_score_gemma":0.001100794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185441,"about_ca_topic_score_gemma":0.0009706086,"domain_scores_codex":[0.9960002,0.001588403,0.0004533853,0.0007129391,0.0003940175,0.0008510202],"domain_scores_gemma":[0.9973634,0.001480212,0.0001825505,0.0005837556,0.0001281928,0.0002618297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001863636,0.001160868,0.0001818402,0.0002439066,0.0002186127,0.0001919522,0.005498776,0.00007071145,0.001832498,0.9237466,0.06579742,0.000870435],"study_design_scores_gemma":[0.001537803,0.00008898276,0.004409104,0.0003892532,0.0001577925,0.00003759045,0.00128028,0.0002067273,0.001559472,0.2333331,0.7564811,0.0005187208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04985875,0.01870198,0.0003580868,0.0277032,0.002421311,0.0003581389,0.0006179935,0.00031224,0.8996683],"genre_scores_gemma":[0.9341767,0.0007345791,0.0001348844,0.004165024,0.001322164,0.00003497034,0.0002822852,0.00009936972,0.05905],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.884318,"threshold_uncertainty_score":0.9996835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200199","doi":"10.62920/j0mwn069","title":"Expérience de pensée et quête du bien-être: au-delà des plaisirs artificiels","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Realm; Illusion; Action (physics); Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0455200636222417,"gpt":0.3509786671322099,"spread":0.3054586035099682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004581848,0.0007474078,0.0009157052,0.0003534285,0.003436082,0.0003720982,0.001931351,0.00086982,0.0009014239],"category_scores_gemma":[0.005723792,0.0007970965,0.0005376244,0.001296754,0.01339257,0.0007367946,0.0006108699,0.001270509,0.0007333157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710075,"about_ca_system_score_gemma":0.002507599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044763,"about_ca_topic_score_gemma":0.0009661699,"domain_scores_codex":[0.9904889,0.003440507,0.001051888,0.001324828,0.0007659966,0.002927875],"domain_scores_gemma":[0.994181,0.003206371,0.0003294636,0.0009950829,0.0003354944,0.0009526213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000486758,0.0004156585,0.01312848,0.00006831139,0.0001089944,0.00005830352,0.1100449,0.00003873566,0.0008899908,0.8729187,0.0009028261,0.001376413],"study_design_scores_gemma":[0.0006903039,0.0002609951,0.05690075,0.0002993252,0.0001710197,0.000009104693,0.04187699,0.0001112631,0.001357493,0.8654072,0.03193076,0.0009848403],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7478973,0.000458437,0.001709403,0.01079416,0.002346378,0.0005908952,0.0001592707,0.0002799882,0.2357642],"genre_scores_gemma":[0.9871659,0.0007151346,0.0002098903,0.007025302,0.0009766241,0.00008567676,0.0000155635,0.00006040263,0.003745492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392687,"threshold_uncertainty_score":0.999448,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479570","doi":"10.62920/dt2vfy23","title":"Un enseignement biblique avec les arts plastiques en milieu catholique","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Political science","authors":[{"name":"Philippe Savoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03311306139990795,"gpt":0.2916402400840947,"spread":0.2585271786841868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002713541,0.0001638576,0.0001749925,0.0001650592,0.001016696,0.0002015805,0.0002088109,0.0001177075,0.0008444375],"category_scores_gemma":[0.0001302008,0.0001265563,0.0001185458,0.0004441679,0.0002438293,0.0001914199,0.00008406435,0.0002055269,0.0003063112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003563594,"about_ca_system_score_gemma":0.00009043879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005918555,"about_ca_topic_score_gemma":0.008665951,"domain_scores_codex":[0.9986928,0.0001359479,0.00016933,0.0003028727,0.0003470017,0.0003521148],"domain_scores_gemma":[0.9995193,0.0001465973,0.00002957026,0.0000889862,0.0000777205,0.0001378299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001656806,0.0001438764,0.0006511284,0.00007564229,0.0001381742,0.0002050691,0.2862286,0.000005194941,0.0008297559,0.5745415,0.08449045,0.05267402],"study_design_scores_gemma":[0.00005482817,0.00005265727,0.004688107,0.00004403669,0.00002248493,0.000001073284,0.003867299,0.000002514368,0.000301148,0.002466006,0.9883068,0.0001931076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5670146,0.00676612,0.0003141153,0.01173324,0.002543526,0.0005510126,0.0001005025,0.001220995,0.4097559],"genre_scores_gemma":[0.9854196,0.002657693,0.0001908455,0.0002324407,0.0005127465,0.00003711901,0.00001160012,0.00001335087,0.01092461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9038163,"threshold_uncertainty_score":0.9245998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200011","doi":"10.62920/dc10vs63","title":"Éditorial","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"","authors":[{"name":"Le comité éditorial de la revue Facteurs humains","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1317018557138874,"gpt":0.4983862441157419,"spread":0.3666843884018545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003911319,0.0005301944,0.0009210042,0.0004504483,0.003409783,0.0001441921,0.0006397787,0.001398346,0.007085657],"category_scores_gemma":[0.003098215,0.0005148986,0.0002612762,0.0008837729,0.0001527267,0.0005063041,0.0003462935,0.003052705,0.004357307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006216115,"about_ca_system_score_gemma":0.004214044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002876957,"about_ca_topic_score_gemma":0.001373781,"domain_scores_codex":[0.9890207,0.006008336,0.001866379,0.0008840506,0.0006064186,0.001614088],"domain_scores_gemma":[0.9929603,0.003926252,0.0007926109,0.001210392,0.0005775669,0.000532844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003489443,0.0002850161,0.02794072,0.002965645,0.0002869695,0.00003888927,0.01116085,0.000002132089,0.0001496309,0.117902,0.7840824,0.05483672],"study_design_scores_gemma":[0.001394708,0.0001664338,0.02380223,0.00146103,0.0001028788,0.000001231681,0.005595147,0.0000252572,0.00001893501,0.00173851,0.9653174,0.0003762855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09078314,0.00497551,0.0007140934,0.04889346,0.295078,0.003920795,0.0004581004,0.0004177545,0.5547591],"genre_scores_gemma":[0.8481299,0.0009023196,0.0001096031,0.003534045,0.01850852,0.000125869,0.00003941064,0.00006239599,0.128588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7573467,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113901298","doi":"10.62920/n89mmh11","title":"Définir la société de contrôle: de Foucault à Deleuze (en passant par Burroughs et Han)","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Marxism and Critical Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Mores; Constitution; Power (physics); Realm; Control (management); Discipline; Social control; Politics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01483952342415848,"gpt":0.2993328227399127,"spread":0.2844932993157542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00224034,0.0007718258,0.0009381917,0.0002352842,0.001451476,0.001249699,0.0008590524,0.0005758167,0.006063051],"category_scores_gemma":[0.001080515,0.0007554311,0.0005946574,0.0001371996,0.001359162,0.0004102239,0.0003597185,0.001353599,0.0002721137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003812946,"about_ca_system_score_gemma":0.001094727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000549021,"about_ca_topic_score_gemma":0.0007655206,"domain_scores_codex":[0.9941109,0.001974153,0.000938797,0.0008266637,0.0004345509,0.001714928],"domain_scores_gemma":[0.9952613,0.003099656,0.0001911804,0.0007936761,0.0002052067,0.0004489598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001892514,0.0006089919,0.0005061481,0.0003860854,0.0003485951,0.0001412097,0.01782049,0.000006348911,0.0002767293,0.9284287,0.03372921,0.01755822],"study_design_scores_gemma":[0.001758004,0.0001795607,0.001850487,0.0004480694,0.0003714008,0.00001280495,0.0109244,0.0002520015,0.0003811354,0.2221839,0.7609219,0.0007162939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1366287,0.00424805,0.004565926,0.009257176,0.002373908,0.0008509315,0.000736248,0.0004027603,0.8409363],"genre_scores_gemma":[0.9278424,0.001454839,0.0001362313,0.01098327,0.001135762,0.0001283074,0.0000698655,0.00009442471,0.05815485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7912138,"threshold_uncertainty_score":0.9998485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417199951","doi":"10.62920/p2qzwq59","title":"Une étude ethnographique des menstruations et des pratiques religieuses à Varanasi: penser des « agency » parallèles","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Indian and Buddhist Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Normative; Agency (philosophy); Emancipation; Vision; Argument (complex analysis); Critical reflection; Ethnography; Participant observation","authors":[{"name":"Daphnée Dion-Carrier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07721916381757758,"gpt":0.3259121666030331,"spread":0.2486930027854555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007405875,0.001015576,0.0009409952,0.0008921967,0.007471023,0.00145723,0.0006961816,0.000345417,0.001314725],"category_scores_gemma":[0.0004817157,0.0009358493,0.0006180152,0.0006836995,0.00748136,0.0012034,0.0003024273,0.0007704413,0.0001344632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002729492,"about_ca_system_score_gemma":0.0006107498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005357776,"about_ca_topic_score_gemma":0.142245,"domain_scores_codex":[0.9953172,0.0006846988,0.001259471,0.0009457884,0.0004692192,0.001323686],"domain_scores_gemma":[0.9969127,0.0005248612,0.0004043728,0.0007396959,0.001194174,0.0002242432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000104868,0.0006928736,0.04766279,0.0009437407,0.001171152,0.00005753116,0.2803161,0.0000492381,0.0001683348,0.6533536,0.01126703,0.004212786],"study_design_scores_gemma":[0.00138258,0.0007208849,0.5969266,0.002284773,0.0007911439,0.00001410154,0.03782074,0.00002397348,0.0008141258,0.233294,0.1242059,0.001721189],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7510677,0.01325074,0.000479872,0.001005316,0.0007305764,0.0008442907,0.0003445005,0.0003931497,0.2318838],"genre_scores_gemma":[0.9456094,0.03542877,0.001323303,0.001320722,0.0002899698,0.0001887469,0.0001053053,0.00009507526,0.01563869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5492638,"threshold_uncertainty_score":0.9995982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200048","doi":"10.62920/aa257s81","title":"L’utilisation militante des médias sociaux par les groupes minoritaires: quel pouvoir d’agir?","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Emancipation; Subject (documents); Power (physics); Key (lock); Work (physics); Contemporary society","authors":[{"name":"Édith Nadeau-Bolduc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07556788486636569,"gpt":0.3567828579905438,"spread":0.2812149731241781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0008612259,0.0006654424,0.0008112356,0.0003632601,0.005202972,0.0003796543,0.0009463201,0.0009371501,0.0008694989],"category_scores_gemma":[0.0025984,0.0007461847,0.0005834746,0.001286388,0.004519742,0.0006359146,0.0001813984,0.0007262581,0.0002040201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154672,"about_ca_system_score_gemma":0.001594184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.017727,"about_ca_topic_score_gemma":0.01283902,"domain_scores_codex":[0.9940899,0.001356166,0.0009891737,0.000863331,0.0009441959,0.001757221],"domain_scores_gemma":[0.9963671,0.001714594,0.0003287076,0.0005253403,0.0005560521,0.0005081861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007674641,0.0006461195,0.3940838,0.0004989421,0.0004553393,0.00002728933,0.2601115,0.00000315131,0.0005651499,0.244316,0.02092798,0.078288],"study_design_scores_gemma":[0.00117087,0.0002285778,0.3402804,0.0005890697,0.0005288644,8.249932e-7,0.3141741,0.00005072362,0.0009945806,0.1134194,0.2274123,0.001150341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327976,0.007586557,0.0001869625,0.004383714,0.005360674,0.0008925247,0.0002466483,0.0003346142,0.04821075],"genre_scores_gemma":[0.9839653,0.004164313,0.0001697392,0.0008716929,0.001689411,0.00007909344,0.00004157057,0.00005319558,0.008965693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064843,"threshold_uncertainty_score":0.9994989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479621","doi":"10.62920/8nax7758","title":"Le rôle de la mémoire de travail dans l’acquisition incidente du vocabulaire en langue seconde durant la compréhension orale chez les enfants : une revue de littérature","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Georgia Despoini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009256759276331825,"gpt":0.2848332711682631,"spread":0.2755765118919312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117417,0.000226382,0.0002675177,0.0001413115,0.0006883761,0.0003081361,0.0003892415,0.0004774065,0.0002625156],"category_scores_gemma":[0.000523984,0.0002346257,0.0001524544,0.0005087663,0.0004478701,0.0002156691,0.00007119079,0.0008494563,0.00002916072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005406665,"about_ca_system_score_gemma":0.0006892294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01544048,"about_ca_topic_score_gemma":0.02511258,"domain_scores_codex":[0.9951386,0.003320935,0.0002398151,0.0004075842,0.000295582,0.0005974665],"domain_scores_gemma":[0.9986247,0.0007621605,0.00008804684,0.0002540211,0.00004893066,0.0002221827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005672255,0.000255976,0.08852595,0.0004357281,0.000145151,0.003421819,0.491119,0.0007499274,0.281546,0.07706594,0.01027283,0.0464049],"study_design_scores_gemma":[0.0007472994,0.0001117455,0.7103651,0.0009501424,0.000118697,0.0003863366,0.0628695,0.001653887,0.005637823,0.003633165,0.2127548,0.0007715064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493779,0.001378198,0.003523012,0.002501377,0.0002815797,0.0002122011,0.00004742657,0.0005256085,0.04215272],"genre_scores_gemma":[0.9872754,0.0001918254,0.003324811,0.0001788599,0.0007225994,0.00002130832,0.00007368846,0.00005827004,0.008153214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6218392,"threshold_uncertainty_score":0.9926766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403512819","doi":"10.62920/8b8x5m89","title":"La littératie administrative, un concept à exploiter pour améliorer les services publics","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Publics; Political science; Humanities; Library science; Business; Computer science; Art; Law; Politics","authors":[{"name":"Émilie Michaud","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1967876097926911,"gpt":0.4510314532815901,"spread":0.2542438434888989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001110844,0.0001466298,0.0001354848,0.00009788042,0.0006831806,0.000409711,0.0002955256,0.0001984515,0.001120824],"category_scores_gemma":[0.0002481841,0.000137273,0.00008525853,0.0002965593,0.0007723003,0.0004768344,0.00002482046,0.0002820897,0.000122568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006481598,"about_ca_system_score_gemma":0.0005256925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002198652,"about_ca_topic_score_gemma":0.0004491291,"domain_scores_codex":[0.9982361,0.0006707222,0.0002127453,0.0003038943,0.0002647018,0.0003118996],"domain_scores_gemma":[0.9981945,0.001325604,0.00006200966,0.0001349472,0.000151655,0.0001313127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001653004,0.00007666046,0.0064673,0.00004077195,0.00005128807,0.000005129227,0.3087502,0.000001394637,0.00005522422,0.66197,0.005070322,0.01751011],"study_design_scores_gemma":[0.0001183314,0.00003458889,0.01518954,0.00006959698,0.0000217281,0.000002138891,0.4003756,0.00001575427,0.00006248373,0.01025471,0.5736273,0.0002282385],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8264156,0.001016797,0.0003896987,0.01482218,0.001631643,0.0002286604,0.00007575198,0.0004103987,0.1550093],"genre_scores_gemma":[0.9896756,0.0002350467,0.0006761688,0.0004416053,0.002030051,0.00004665535,0.0001092597,0.00002124113,0.006764412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6517153,"threshold_uncertainty_score":0.9997923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479579","doi":"10.62920/thwdjd12","title":"Résultats d’un pré-test visant à évaluer l’efficacité d’une communication administrative gouvernementale (note de recherche)","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Political science","authors":[{"name":"Andréanne Fortin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3886680352247154,"gpt":0.5730009961363225,"spread":0.1843329609116071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005946412,0.0003029944,0.0003772784,0.0001262602,0.001419197,0.00009791478,0.0004122404,0.0006087708,0.001775644],"category_scores_gemma":[0.002101023,0.0002683997,0.0001171487,0.00052426,0.0001115137,0.0004264889,0.0001455252,0.002623048,0.001578496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383308,"about_ca_system_score_gemma":0.001958717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463639,"about_ca_topic_score_gemma":0.002831202,"domain_scores_codex":[0.9912671,0.006180246,0.0008923684,0.000491034,0.0003819271,0.0007872849],"domain_scores_gemma":[0.9895316,0.008878012,0.0003348567,0.0007257728,0.0001954438,0.0003343161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003682848,0.001250492,0.03231681,0.004243046,0.000489199,0.0003773426,0.514203,0.00002147283,0.01387647,0.03868617,0.1260971,0.2680706],"study_design_scores_gemma":[0.0007072326,0.0003316176,0.02736866,0.001410434,0.00007213026,0.00002376753,0.02173113,0.0008909825,0.000571384,0.002543683,0.943919,0.000429947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.729111,0.002846874,0.003415307,0.03199216,0.002228155,0.003813686,0.0007420399,0.001280872,0.2245699],"genre_scores_gemma":[0.9820023,0.0007999453,0.00287139,0.00125933,0.0003932099,0.0003218163,0.0001731863,0.00008090476,0.01209789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8178219,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413123786","doi":"10.62920/z22h3903","title":"La recherche sur la baladodiffusion au Québec : une revue narrative de la littérature","year":2025,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Art; Humanities","authors":[{"name":"Michelle Savoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0790099634872188,"gpt":0.369473114988851,"spread":0.2904631515016322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002101548,0.0001813428,0.0002406274,0.0001050555,0.0005429246,0.0002395137,0.000364636,0.0006634539,0.00007574313],"category_scores_gemma":[0.005610902,0.0001700083,0.0001205271,0.0006966656,0.000658188,0.0002650713,0.00005911908,0.0008094595,0.00002425773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009645207,"about_ca_system_score_gemma":0.003150843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03747088,"about_ca_topic_score_gemma":0.1676123,"domain_scores_codex":[0.9964812,0.002357424,0.0002004048,0.000307659,0.0002307729,0.0004225749],"domain_scores_gemma":[0.9955118,0.00387808,0.00007860304,0.0002354539,0.0000920232,0.0002039849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008094554,0.0003818998,0.03533381,0.00008907807,0.00007027222,0.0001337049,0.6352457,0.000008472007,0.001000472,0.07281539,0.04542312,0.2094172],"study_design_scores_gemma":[0.0004431356,0.00004217833,0.0514818,0.0002072765,0.00002278597,0.000005922097,0.03686485,0.00001259978,0.0001120291,0.007614465,0.902944,0.0002489805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4779042,0.0005402435,0.00005775515,0.00448637,0.0003039616,0.0001650366,0.00001482415,0.0001299002,0.5163977],"genre_scores_gemma":[0.9409558,0.0004720371,0.0001900715,0.0003596111,0.0003478077,0.00002241136,0.00001261395,0.00001766558,0.05762203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8575209,"threshold_uncertainty_score":0.9689387,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479585","doi":"10.62920/v9azb380","title":"Exploration de pratiques enseignantes qui soutiennent l’autodétermination des élèves du préscolaire dans l’établissement de leur plan d’intervention","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Catherine Valcourt","is_ca":true},{"name":"Nancy Gaudreau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04914545141354467,"gpt":0.3630633005100288,"spread":0.3139178490964842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000569819,0.0002188354,0.0001512967,0.0001703131,0.0002670999,0.0002398912,0.0002030241,0.0001408429,0.001335563],"category_scores_gemma":[0.00007160307,0.000189444,0.0001310693,0.0001948693,0.00009838054,0.0004757307,0.00003428089,0.0002138464,0.00016473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003129378,"about_ca_system_score_gemma":0.00009434993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002954511,"about_ca_topic_score_gemma":0.000581951,"domain_scores_codex":[0.9981692,0.0003953523,0.0003765879,0.0004386941,0.0002064773,0.000413663],"domain_scores_gemma":[0.9993218,0.0001647644,0.0001094795,0.0002016888,0.00007892065,0.0001233374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001834276,0.003675878,0.4237453,0.0004252686,0.000395533,0.0001987471,0.319482,0.00004475166,0.01459338,0.1543052,0.0362673,0.04668315],"study_design_scores_gemma":[0.0004163264,0.0006064308,0.9341752,0.0003514543,0.00005834598,0.00006629165,0.03347557,0.0003265968,0.001403353,0.02171269,0.007095418,0.0003123513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97263,0.0003652752,0.0181608,0.0008529601,0.00105472,0.0003734753,0.00006455833,0.0003123711,0.006185804],"genre_scores_gemma":[0.9948476,0.00006549513,0.0004375469,0.0002418281,0.0003537606,0.0003823928,0.0003207945,0.00003023614,0.003320372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5104299,"threshold_uncertainty_score":0.9995773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479597","doi":"10.62920/yg0ky337","title":"Récits de vie d’adolescentes en conflit avec la loi à Dakar (Sénégal) : entre défis et ajustements méthodologiques, quelle réflexivité ?","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Aging, Elder Care, and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Philosophy; Humanities","authors":[{"name":"Yakhara Gassama","is_ca":true},{"name":"Annie Fontaine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05099882130580302,"gpt":0.4077626959388315,"spread":0.3567638746330285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002872966,0.0004291515,0.0005717434,0.0001903892,0.0007500139,0.0001264244,0.0004546853,0.0006091382,0.001076856],"category_scores_gemma":[0.0007979667,0.0003952234,0.0002294239,0.0002430858,0.0001463619,0.000283318,0.0002933695,0.001622533,0.0007575139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006048729,"about_ca_system_score_gemma":0.000973822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086856,"about_ca_topic_score_gemma":0.001799428,"domain_scores_codex":[0.9927461,0.004462517,0.0006717322,0.0006545772,0.0004307195,0.001034321],"domain_scores_gemma":[0.9967408,0.002147306,0.0001841406,0.0004479415,0.0001571162,0.0003226971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105295,0.0003963645,0.3076228,0.003235267,0.0005099011,0.0006139277,0.4386511,0.00001097715,0.001609828,0.1594286,0.07597003,0.01184067],"study_design_scores_gemma":[0.0008504839,0.0001809909,0.03785621,0.002993188,0.000177085,0.000009972154,0.04681062,0.0001402083,0.0004285483,0.01176735,0.8979735,0.000811873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7971533,0.005406817,0.007531344,0.004479223,0.003340511,0.002188249,0.0004879784,0.002255819,0.1771568],"genre_scores_gemma":[0.9655507,0.001301308,0.0005396177,0.00611921,0.0008321494,0.0001207647,0.0001554014,0.0001175984,0.02526324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8220034,"threshold_uncertainty_score":0.99985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200040","doi":"10.62920/y2kq9g25","title":"«Chanter des comptines aux escargots»: la sensibilité écologique d’enfants âgés de 2 à 5 ans en centre de la petite enfance œuvrant en éducation par la nature","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Empathy; Perspective (graphical); Social connectedness; Thematic analysis; Portrait; Early childhood education; Dimension (graph theory); Likert scale","authors":[{"name":"Émilie McKinnon-Côté","is_ca":true},{"name":"Caroline Bouchard","is_ca":true},{"name":"Michèle Leboeuf","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008943579529813691,"gpt":0.3155000840404003,"spread":0.3065565045105866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002610391,0.0006495147,0.0006234612,0.0001959165,0.0007880998,0.0002427483,0.0007511118,0.001275617,0.000864246],"category_scores_gemma":[0.0005702546,0.0006334825,0.0002490039,0.0005359862,0.001212366,0.0003792249,0.0004013224,0.001924979,0.0001764801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685076,"about_ca_system_score_gemma":0.001178249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002705758,"about_ca_topic_score_gemma":0.02117388,"domain_scores_codex":[0.9931928,0.003283509,0.0006149466,0.001105681,0.0004212272,0.001381816],"domain_scores_gemma":[0.9966915,0.00179175,0.0002687602,0.0007762589,0.00006276268,0.0004089569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00011831,0.0005730578,0.9417225,0.0003142132,0.00008398973,0.0001165657,0.03145071,0.0002336949,0.01001368,0.002553318,0.00606999,0.006749937],"study_design_scores_gemma":[0.000838769,0.0001228537,0.9482598,0.0005840497,0.0001093298,0.00006306506,0.003741716,0.000866561,0.002137268,0.002076635,0.04064905,0.0005508944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831157,0.0008276787,0.0006465102,0.004326575,0.0004392606,0.0008227148,0.0002260314,0.0001395684,0.009455992],"genre_scores_gemma":[0.9832907,0.003357121,0.002144823,0.001981329,0.0002369829,0.00003214954,0.00003690105,0.00006034922,0.008859687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03457905,"threshold_uncertainty_score":0.9996117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417200164","doi":"10.62920/6smn7n22","title":"L’engagement des élèves en classe dans un programme «un portable, un élève» au secondaire: après un quart de siècle d’implantation","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"General partnership; Secondary education; Qualitative research; Program evaluation; Public engagement; Student engagement","authors":[{"name":"Géraldine Heilporn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0624808554231862,"gpt":0.3496360721028838,"spread":0.2871552166796976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01323476,0.001149639,0.00114682,0.0007633471,0.003759636,0.000425099,0.001062541,0.0009039728,0.002820492],"category_scores_gemma":[0.001558776,0.001226212,0.0004479046,0.001883604,0.000878903,0.0003419709,0.0002936423,0.003699568,0.0002052431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192291,"about_ca_system_score_gemma":0.0009097921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876409,"about_ca_topic_score_gemma":0.0002415398,"domain_scores_codex":[0.9787589,0.01450126,0.001775513,0.001736421,0.0005972825,0.002630658],"domain_scores_gemma":[0.995071,0.001809951,0.0009561254,0.001404846,0.0003576604,0.0004004473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003338773,0.001817354,0.2575497,0.0003413266,0.001587191,0.0001667822,0.1607997,0.00008334289,0.004909492,0.02627037,0.0008837529,0.5452571],"study_design_scores_gemma":[0.003360747,0.0008467195,0.9082701,0.0002554241,0.0005535122,0.00007846086,0.03159771,0.0001331192,0.007320966,0.01093658,0.0355667,0.001080017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8857594,0.000512303,0.07098415,0.00105565,0.002405089,0.001312834,0.0001538608,0.0005863795,0.03723031],"genre_scores_gemma":[0.9732744,0.0001096123,0.02018837,0.001033663,0.0004323986,0.0002717774,0.0004861395,0.0001736451,0.004029978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6507204,"threshold_uncertainty_score":0.9990188,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479657","doi":"10.62920/cn0fce48","title":"Le travail en communauté d’apprentissage professionnelle (CAP) : une analyse réflexive","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Sociology; Political science","authors":[{"name":"Virginie Chantal-Bossut","is_ca":true},{"name":"Yamina Bouchamma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.118070631175923,"gpt":0.4391729660435618,"spread":0.3211023348676388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001690218,0.0001379069,0.0001780487,0.0001309075,0.001339237,0.0001268535,0.0003837881,0.000173022,0.0006534783],"category_scores_gemma":[0.0004058044,0.0001364191,0.0001228144,0.0005172505,0.0006952495,0.0002694794,0.00004281812,0.0003769284,0.0001670083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008825296,"about_ca_system_score_gemma":0.0007250705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001766697,"about_ca_topic_score_gemma":0.003289336,"domain_scores_codex":[0.9977899,0.001043299,0.0002454864,0.0002979403,0.0002666201,0.0003567126],"domain_scores_gemma":[0.9981703,0.001336497,0.00006181627,0.0002229119,0.0000836478,0.0001247811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003180523,0.000172639,0.004133634,0.00003352389,0.0001110993,0.000004106669,0.5771844,0.00001015003,0.0002660111,0.3930095,0.0138689,0.01120283],"study_design_scores_gemma":[0.0001994334,0.000036219,0.03419209,0.0001258205,0.0000481651,0.000001180554,0.7732341,0.0000596621,0.00004867257,0.01594552,0.1758316,0.0002775656],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8080056,0.001148344,0.0008300836,0.02161204,0.00365661,0.0004638869,0.0000471492,0.0005480236,0.1636882],"genre_scores_gemma":[0.9873546,0.0002909274,0.0003475177,0.000154099,0.001201715,0.00004902443,0.0001336562,0.0000225462,0.01044589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.377064,"threshold_uncertainty_score":0.9999609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403479660","doi":"10.62920/pyhy6798","title":"Gestion des relations familles immigrantes-écoles-communautés en temps de pandémie de COVID-19 : une analyse de documents","year":2024,"lang":"en","type":"article","venue":"Facteurs humains :","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Political science; Philosophy; Medicine; Infectious disease (medical specialty)","authors":[{"name":"Marina Thiana","is_ca":true},{"name":"Yamina Bouchamma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1160570156537686,"gpt":0.4267389331233522,"spread":0.3106819174695836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001331633,0.0002245409,0.0002027781,0.0002353364,0.001396797,0.0004265115,0.000369415,0.0002525247,0.0003238267],"category_scores_gemma":[0.001681913,0.000211154,0.0001795253,0.0004832592,0.0005659141,0.0004690493,0.00005265677,0.0003630311,0.0001077743],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006609543,"about_ca_system_score_gemma":0.002359615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1381981,"about_ca_topic_score_gemma":0.1534722,"domain_scores_codex":[0.9971552,0.001045952,0.0003601535,0.0003284621,0.0003790692,0.0007311336],"domain_scores_gemma":[0.9983202,0.0007381826,0.00008418066,0.0002782865,0.0001150982,0.0004640502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001487498,0.0001206712,0.4114666,0.00008880043,0.0002197559,0.00004258977,0.5325127,0.003249097,0.002832932,0.03302517,0.0143181,0.002108734],"study_design_scores_gemma":[0.0004810284,0.00004278804,0.7158498,0.0001583495,0.0002502508,0.00001807997,0.107413,0.002826447,0.0003469342,0.009812161,0.1622761,0.0005250156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814985,0.0006012058,0.005488132,0.007860344,0.0001950216,0.0003847303,0.0001096485,0.0004725262,0.00338988],"genre_scores_gemma":[0.9873413,0.0005378322,0.001098511,0.001660557,0.0002205462,0.00004937162,0.0001228831,0.00003106795,0.008937893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4250996,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7113897893","doi":"10.62920/rxapvr46","title":"Comment les enseignantes de maternelle 4 ans soutiennent-elles les fonctions exécutives des enfants dans le jeu libre?","year":2025,"lang":"","type":"article","venue":"Facteurs humains :","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Autonomy; Identification (biology); Cognition; Prosocial behavior; Cognitive development; Software deployment","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02569491191894483,"gpt":0.2947375671497224,"spread":0.2690426552307775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006691784,0.0005505175,0.0004971363,0.0003991538,0.006554899,0.0006309407,0.000859603,0.0003495476,0.001465724],"category_scores_gemma":[0.0002711343,0.00057406,0.0003083823,0.0007440344,0.001722848,0.0004553176,0.0003338367,0.0004504193,0.0001383732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006416426,"about_ca_system_score_gemma":0.002502466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191615,"about_ca_topic_score_gemma":0.01078891,"domain_scores_codex":[0.9958288,0.0009325154,0.0007686442,0.0007924227,0.0004747744,0.001202834],"domain_scores_gemma":[0.9982185,0.0004060014,0.0002724544,0.0004658714,0.0001862881,0.0004508342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003648962,0.001473423,0.3515232,0.0001243405,0.0003181557,0.000007299718,0.4912045,0.00003850686,0.000739527,0.1084701,0.01586382,0.03020056],"study_design_scores_gemma":[0.0007530233,0.0000979902,0.4065478,0.0005146977,0.00009929876,0.000002580558,0.4289269,0.00002853087,0.00499154,0.01279718,0.1445928,0.0006477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317039,0.003418728,0.005511128,0.012316,0.001417082,0.0007627659,0.0001373963,0.0002883766,0.04444469],"genre_scores_gemma":[0.973554,0.004239087,0.0009009942,0.001252588,0.0001905305,0.00008614206,0.00005683394,0.00004413409,0.01967571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.128729,"threshold_uncertainty_score":0.9996711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}