{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004316387,0.0002913006,0.0002448119,0.0008237612,0.005070798,0.005025656,0.0004261766,0.001976873,0.002681413],"category_scores_gemma":[0.007172596,0.0002442664,0.0002038854,0.000772115,0.008095835,0.00372886,0.002102443,0.002988887,0.0005133398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002185075,"about_ca_system_score_gemma":0.004588583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03932071,"about_ca_topic_score_gemma":0.04725427,"domain_scores_codex":[0.9979817,0.001003816,0.0001192125,0.0002019185,0.0003653613,0.0003279506],"domain_scores_gemma":[0.9980937,0.0007984469,0.0003891732,0.0001462333,0.0004481137,0.0001243641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007694482,0.00008289653,0.0549478,0.0005418157,0.00003263434,0.001466434,0.5117718,0.0001217477,0.002817828,0.2844372,0.02116573,0.1225372],"study_design_scores_gemma":[0.00001063575,0.0001235972,0.05301649,0.001644691,0.00004110108,0.003696296,0.4244908,0.0001449376,0.001927961,0.02655661,0.4882798,0.00006710651],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5318559,0.02809,0.006009031,0.1916698,0.003632355,0.0001540362,0.0003463237,0.000049449,0.2381931],"genre_scores_gemma":[0.9503089,0.01243122,0.002816658,0.01060129,0.0006881007,0.0001440821,0.00009907567,0.00002542701,0.02288532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03932071,"threshold_uncertainty_score":0.07818365,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403483737","doi":"10.62920/t131k158","title":"L&amp;#039; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005066031,0.0001207491,0.0001049178,0.001822867,0.0006356706,0.0008967398,0.0002292172,0.0001612379,0.005224639],"category_scores_gemma":[0.0007938648,0.0001228361,0.0001547203,0.002030471,0.0004969737,0.0004528042,0.0004107912,0.000133364,0.0003697035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237718,"about_ca_system_score_gemma":0.0004388976,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1629382,"about_ca_topic_score_gemma":0.3485237,"domain_scores_codex":[0.999746,0.0001008795,0.00001004263,0.00006256906,0.0000386377,0.00004186011],"domain_scores_gemma":[0.9995595,0.0001665345,0.000106681,0.00003834767,0.00009027647,0.00003871683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009320962,0.00002540786,0.95096,0.00004004711,0.00007307997,0.0002275691,0.01020007,0.0004112374,0.002064688,0.001016388,0.0005391744,0.03434918],"study_design_scores_gemma":[0.000001190194,0.00001627736,0.9940884,0.000008236444,0.000005944637,0.0001039672,0.003316433,0.0003469406,0.0002045608,0.00008538315,0.001819267,0.000003422016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975988,0.00009641361,0.0002922633,0.00003564338,9.600979e-7,0.000006622938,0.0003699527,0.000002890044,0.001596575],"genre_scores_gemma":[0.9970593,0.0001042613,0.0005854481,0.000005422962,0.000002432405,0.000009681664,0.0002521029,0.00000402898,0.001977297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8370618,"threshold_uncertainty_score":0.3239796,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001721713,0.00045588,0.0005611997,0.001425759,0.003042116,0.008362561,0.0005872625,0.002821127,0.002231708],"category_scores_gemma":[0.003088003,0.0003557085,0.0003820948,0.001869041,0.01224371,0.004666633,0.002449426,0.005305761,0.0007926211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007779961,"about_ca_system_score_gemma":0.004823421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02370116,"about_ca_topic_score_gemma":0.02476654,"domain_scores_codex":[0.9983336,0.0006753178,0.00003851298,0.0002211054,0.0005267351,0.0002046284],"domain_scores_gemma":[0.9991176,0.0004801882,0.00009650569,0.0000573375,0.0001808383,0.00006762494],"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":[0.00001581028,0.000005676825,0.0001939559,0.0001180237,0.000007249658,0.0000445299,0.001967501,0.0003183219,0.00005909992,0.9131839,0.07727955,0.006806473],"study_design_scores_gemma":[0.000005693741,0.000003962904,0.00081042,0.0003436168,0.000004634858,0.0000866062,0.0009921873,0.000145161,0.00007871955,0.111869,0.8856487,0.00001128238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009557777,0.3991711,0.004694626,0.3539033,0.009672549,0.00001491744,0.0001672583,0.00006865923,0.2227498],"genre_scores_gemma":[0.5947859,0.165014,0.003652351,0.06509645,0.01018172,0.0001256818,0.0001841354,0.0003449614,0.1606149],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02370116,"threshold_uncertainty_score":0.0564478,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007480836,0.0004963131,0.000719832,0.003059551,0.004845616,0.006480519,0.0008959105,0.001753325,0.004652623],"category_scores_gemma":[0.01383423,0.000368742,0.000495891,0.004609802,0.005342881,0.004908507,0.002072857,0.002454043,0.0006267999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0236061,"about_ca_system_score_gemma":0.02063475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6480689,"about_ca_topic_score_gemma":0.6892031,"domain_scores_codex":[0.9967039,0.0009596955,0.0001590415,0.0003892288,0.001187893,0.0006001957],"domain_scores_gemma":[0.9913282,0.00361132,0.0008349837,0.0002351932,0.003401696,0.0005886526],"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":[0.0002342155,0.0001219916,0.09810972,0.001883089,0.00008207251,0.003029911,0.5744057,0.0002023974,0.003193191,0.01983354,0.01202891,0.2868754],"study_design_scores_gemma":[0.00001432196,0.000125792,0.2113091,0.003608982,0.00006518693,0.003314155,0.4389695,0.0004096014,0.001499308,0.001279438,0.3392486,0.0001560124],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.777169,0.1571305,0.002261843,0.02878044,0.001335855,0.00006141817,0.0008831211,0.00003011028,0.03234776],"genre_scores_gemma":[0.9065567,0.07440352,0.001185781,0.004451308,0.0006713226,0.00006904682,0.0003440462,0.00003755399,0.01228079],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6480689,"threshold_uncertainty_score":0.7080073,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356721,0.0004824198,0.0006258269,0.002495946,0.001959811,0.002352256,0.001220507,0.0006809702,0.002019683],"category_scores_gemma":[0.003021332,0.0004973151,0.001183594,0.005562893,0.0008897781,0.0007229591,0.001256877,0.001435728,0.0004398779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01211808,"about_ca_system_score_gemma":0.01757512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.977993,"about_ca_topic_score_gemma":0.9836529,"domain_scores_codex":[0.9988562,0.0001037038,0.00009825696,0.0001711726,0.0003106809,0.0004600701],"domain_scores_gemma":[0.9963218,0.0003445265,0.001045746,0.0001289166,0.001414595,0.000744394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006948359,0.00003642803,0.9963438,0.00002187291,0.00009770875,0.00004798578,0.0006573533,0.0001026247,0.00004200273,0.00005852891,0.000701342,0.001820788],"study_design_scores_gemma":[0.000003239571,0.00001909277,0.9977105,0.0000280127,0.00002279907,0.00002616086,0.001079003,0.0001320412,0.00003242806,0.00001119549,0.0009260732,0.000009467627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870012,0.0009025189,0.00008688625,0.0002044936,0.00001135936,0.00002438613,0.01087221,0.000007529929,0.0008893952],"genre_scores_gemma":[0.9803122,0.001415566,0.0002520918,0.0001401448,0.00001432195,0.00005628342,0.01474617,0.00001288249,0.00305036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02200699,"threshold_uncertainty_score":0.08792329,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003079437,0.0002543331,0.0002721543,0.001525829,0.006828255,0.00455538,0.000668444,0.0008230198,0.006219736],"category_scores_gemma":[0.00667658,0.0001948954,0.0001969586,0.001419682,0.008744095,0.002950923,0.004549522,0.00100221,0.0002344922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005318975,"about_ca_system_score_gemma":0.003955552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04044373,"about_ca_topic_score_gemma":0.08568991,"domain_scores_codex":[0.9979893,0.0009699635,0.00005091701,0.0002353804,0.0004784722,0.0002759397],"domain_scores_gemma":[0.9979469,0.001130316,0.0002883741,0.0002342248,0.0002089839,0.0001911322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002160861,0.00006319112,0.04119742,0.000317074,0.0000243781,0.001827178,0.8087527,0.000180588,0.00366642,0.03436736,0.002162686,0.107225],"study_design_scores_gemma":[0.00001088188,0.0001081712,0.08023951,0.0005005812,0.00002439701,0.00115016,0.7359922,0.0001763527,0.002233281,0.003703629,0.175815,0.00004573955],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386135,0.001885244,0.001767345,0.001930083,0.0000587701,0.00004422985,0.00008459504,0.00002018431,0.05559608],"genre_scores_gemma":[0.9932525,0.0003695696,0.0009108313,0.00004805253,0.000009178546,0.00001946279,0.00001764631,0.000008402409,0.005364327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04044373,"threshold_uncertainty_score":0.08041662,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001476671,0.000561639,0.0007376932,0.000835614,0.00118629,0.002243391,0.001289847,0.001039545,0.009135741],"category_scores_gemma":[0.007683727,0.0003819557,0.001030268,0.001427107,0.0008287205,0.0006800535,0.0007448742,0.001315966,0.0006213816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02263875,"about_ca_system_score_gemma":0.0160354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865529,"about_ca_topic_score_gemma":0.9844176,"domain_scores_codex":[0.9989141,0.0002285126,0.00003332345,0.0001499442,0.000280151,0.0003938495],"domain_scores_gemma":[0.9961904,0.001959825,0.0003797399,0.0001945296,0.0008205068,0.0004549659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001646271,0.0005594542,0.6975678,0.000237895,0.0008794754,0.0004900827,0.0007103731,0.2148482,0.001736618,0.01295691,0.009540177,0.0588268],"study_design_scores_gemma":[0.0002276333,0.0005604647,0.7591334,0.0001310859,0.0005545747,0.0001562222,0.003805961,0.2121474,0.001747772,0.002774284,0.01862954,0.000131541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844264,0.001205735,0.001008564,0.001416164,0.00003304139,0.00003903838,0.003010001,0.0001010229,0.008759878],"genre_scores_gemma":[0.9881193,0.0006043937,0.0003738939,0.0001117757,0.000008440364,0.00001475154,0.001332978,0.00001711042,0.009417484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02263875,"threshold_uncertainty_score":0.1642564,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06230337,0.000913414,0.0007905135,0.004416422,0.01499251,0.01893925,0.003448699,0.002717823,0.002475589],"category_scores_gemma":[0.02546267,0.0005446411,0.0008392719,0.00361217,0.02204146,0.00462249,0.008379783,0.004907154,0.0002343589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1174206,"about_ca_system_score_gemma":0.1452764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.800488,"about_ca_topic_score_gemma":0.8585663,"domain_scores_codex":[0.9687292,0.0161382,0.0009604036,0.001640416,0.009486645,0.00304503],"domain_scores_gemma":[0.9582981,0.01736266,0.002602333,0.00198364,0.01643704,0.003316287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001331578,0.0002246955,0.06539954,0.002248987,0.000187403,0.001131937,0.439449,0.001293151,0.002679384,0.1204537,0.01478045,0.3520185],"study_design_scores_gemma":[0.00006435886,0.0003121568,0.1368033,0.007285074,0.0002363767,0.0005190439,0.4192187,0.001963038,0.002219578,0.0189329,0.4121381,0.0003072453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4513252,0.03297969,0.03206052,0.335762,0.001253066,0.001203263,0.0002933936,0.0001943196,0.1449285],"genre_scores_gemma":[0.971414,0.005397325,0.01097037,0.003354275,0.000139806,0.0004610802,0.00006810473,0.00003290269,0.008162209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199512,"threshold_uncertainty_score":0.8519502,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01036604,0.0006044308,0.0005158743,0.003006033,0.002152412,0.007745896,0.001069637,0.001823878,0.006120219],"category_scores_gemma":[0.03495496,0.0005670433,0.0007784324,0.002107062,0.01244349,0.006759226,0.002673083,0.00390725,0.0008759449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005077076,"about_ca_system_score_gemma":0.003961529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009741903,"about_ca_topic_score_gemma":0.003981589,"domain_scores_codex":[0.9841346,0.006390472,0.0006984381,0.002180633,0.005850187,0.0007456897],"domain_scores_gemma":[0.9735535,0.01467055,0.003929398,0.003562134,0.003451633,0.000832756],"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":[0.00008033138,0.00008292549,0.02456651,0.0002579659,0.0001036342,0.0005407968,0.01026505,0.000887981,0.001668974,0.8693967,0.002041944,0.09010713],"study_design_scores_gemma":[0.00009036354,0.0001666373,0.1449099,0.0005639482,0.00007478667,0.007206628,0.01511272,0.008287443,0.002305595,0.63811,0.1830106,0.0001613966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3289106,0.02343607,0.1928973,0.02947393,0.001071936,0.000357107,0.0006910236,0.0004166529,0.4227454],"genre_scores_gemma":[0.9608625,0.003099437,0.02177242,0.00087599,0.0003993541,0.0002188129,0.0001978429,0.00008610872,0.01248757],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01036604,"threshold_uncertainty_score":0.05482149,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001926461,0.0002560133,0.0003685246,0.0007810151,0.005768855,0.005025466,0.0002920601,0.002008071,0.001577355],"category_scores_gemma":[0.001643657,0.0002662986,0.0001838,0.0005803021,0.01987386,0.003966516,0.001641263,0.003525453,0.000306798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003022738,"about_ca_system_score_gemma":0.001479566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007232544,"about_ca_topic_score_gemma":0.01322576,"domain_scores_codex":[0.9988417,0.0006241271,0.00002696038,0.0001387487,0.0002002592,0.0001682981],"domain_scores_gemma":[0.9994721,0.0003065848,0.00004271393,0.00004945013,0.00007122618,0.00005794394],"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":[0.00001295417,0.000006126577,0.0002245235,0.00001729041,0.000001701565,0.000115993,0.01717512,0.00004636067,0.0002308763,0.9762821,0.0005789301,0.005307993],"study_design_scores_gemma":[0.00003187568,0.00007851238,0.00625605,0.0002157986,0.00001379528,0.0008416023,0.01627994,0.0006150475,0.001302105,0.6027441,0.3715464,0.00007468562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1753373,0.01826263,0.0115745,0.008718872,0.0007587678,0.00003043158,0.00004174947,0.00005209489,0.7852237],"genre_scores_gemma":[0.9703288,0.001194031,0.001487899,0.0004273206,0.00009948258,0.00001751583,0.000008505152,0.00002188442,0.02641454],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007232544,"threshold_uncertainty_score":0.02193165,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003476403,0.0004399828,0.0003493731,0.0007808305,0.004300221,0.00927237,0.0007375379,0.002197088,0.007544438],"category_scores_gemma":[0.006980577,0.0002957445,0.000502206,0.0007523241,0.02441479,0.01077746,0.004664959,0.003901727,0.000929578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002443442,"about_ca_system_score_gemma":0.001249371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835791,"about_ca_topic_score_gemma":0.004037457,"domain_scores_codex":[0.9968196,0.001736237,0.00008000813,0.000367065,0.0007448824,0.0002522611],"domain_scores_gemma":[0.9970239,0.001666609,0.0002572954,0.0004187011,0.0003541197,0.0002794575],"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":[0.000112926,0.00004129982,0.001568353,0.00008947959,0.00001402395,0.0004565239,0.097629,0.000451253,0.001317057,0.8675267,0.005958273,0.02483533],"study_design_scores_gemma":[0.00004316948,0.0001811269,0.003120143,0.0002675717,0.0000179449,0.001538703,0.07328424,0.001678418,0.002530965,0.2809768,0.636255,0.0001059471],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2305683,0.008229038,0.06827169,0.03802989,0.001643286,0.00006022261,0.0001935183,0.0003084769,0.6526956],"genre_scores_gemma":[0.9582849,0.001261914,0.005591555,0.001153059,0.0001059786,0.00003361234,0.00004211833,0.00008599574,0.0334409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00927237,"threshold_uncertainty_score":0.02523863,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002395723,0.0004449897,0.0002583808,0.00112501,0.009804561,0.004747089,0.0009020236,0.000873627,0.01236748],"category_scores_gemma":[0.00374004,0.0001920906,0.0001987007,0.001461407,0.01030025,0.001890227,0.002476035,0.001792926,0.000856641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01317117,"about_ca_system_score_gemma":0.0121537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2650594,"about_ca_topic_score_gemma":0.4568138,"domain_scores_codex":[0.9967212,0.001902267,0.00004060653,0.0001870758,0.0007546641,0.0003941458],"domain_scores_gemma":[0.9974874,0.0008377505,0.0003464801,0.0001597185,0.0005200245,0.0006486562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001363129,0.000386168,0.03094548,0.0006694256,0.00002909286,0.001721524,0.5254697,0.000414572,0.002947867,0.1387617,0.02745304,0.2710651],"study_design_scores_gemma":[0.00002490947,0.0002192927,0.07257584,0.0005177796,0.0000128796,0.0009057556,0.1663821,0.0001486433,0.0009839778,0.002578357,0.7556068,0.00004368905],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5641015,0.01597106,0.002758524,0.01457612,0.0007540046,0.0001170112,0.0001753265,0.00009185298,0.4014546],"genre_scores_gemma":[0.9024885,0.004275903,0.001962811,0.001032716,0.0003140485,0.00005946499,0.00005998364,0.00004155706,0.08976504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2650594,"threshold_uncertainty_score":0.5270332,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003700355,0.001928591,0.002502044,0.003645401,0.001971702,0.005326831,0.002331606,0.005704593,0.03740606],"category_scores_gemma":[0.02666939,0.0006866399,0.001897911,0.00123922,0.001594547,0.003224351,0.001418861,0.007552901,0.02408455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002061856,"about_ca_system_score_gemma":0.002459519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135493,"about_ca_topic_score_gemma":0.002321798,"domain_scores_codex":[0.995757,0.0007298892,0.0004539218,0.0006084821,0.002103255,0.0003473155],"domain_scores_gemma":[0.9782834,0.006921019,0.001941137,0.0007664735,0.009866484,0.002221472],"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":[0.00002679873,0.000006032536,0.00002785238,0.0001752046,0.00001078018,0.00007676263,0.000009357999,0.00001009323,0.0000432996,0.0001949193,0.9946566,0.00476237],"study_design_scores_gemma":[0.00003358999,0.00001803118,0.0002250235,0.00057184,0.00002279711,0.0002813754,0.00002550508,0.00004891502,0.0001074052,0.000368235,0.9982874,0.000009965764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007396266,0.007393195,0.00009452717,0.03036677,0.9586554,0.0000203564,0.0001592769,0.00007205403,0.003164421],"genre_scores_gemma":[0.0008061212,0.005923646,0.0001257324,0.02191122,0.9575132,0.00002652343,0.0001592291,0.00005863697,0.01347575],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03740606,"threshold_uncertainty_score":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004255284,0.0006027843,0.0003787152,0.001657054,0.004069958,0.008054579,0.0007075256,0.00248238,0.001926316],"category_scores_gemma":[0.003666745,0.0001881726,0.0003294707,0.001394289,0.03710269,0.007874847,0.002503351,0.004697222,0.000422045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007185714,"about_ca_system_score_gemma":0.00452433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01448395,"about_ca_topic_score_gemma":0.008724327,"domain_scores_codex":[0.9967712,0.00198177,0.0000662819,0.0003566642,0.0005687308,0.0002553313],"domain_scores_gemma":[0.9989232,0.0005501907,0.0001237783,0.0001214857,0.0001575065,0.0001238033],"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":[0.000004224958,0.000004819406,0.00005277343,0.0000166999,0.000001119816,0.00001990666,0.006955612,0.00004784476,0.00005090358,0.9832101,0.004951432,0.004684604],"study_design_scores_gemma":[0.000008124402,0.00001802673,0.0002904956,0.0001784381,0.000002644322,0.0000943614,0.003878052,0.0002435387,0.0001752516,0.5210521,0.474045,0.00001398419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03628676,0.1642314,0.04350702,0.2439563,0.007768317,0.0001065273,0.0001392059,0.0002097059,0.5037947],"genre_scores_gemma":[0.8725047,0.02490831,0.01486399,0.02048788,0.003069326,0.0002694818,0.0000675147,0.0001611618,0.06366776],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01448395,"threshold_uncertainty_score":0.05213624,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003144467,0.0003117295,0.0003193716,0.001939344,0.007350031,0.003993435,0.0007256413,0.000759019,0.001925759],"category_scores_gemma":[0.00306077,0.0004296985,0.0002203701,0.002962422,0.01137009,0.001867772,0.003176725,0.00151299,0.0001396576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002871169,"about_ca_system_score_gemma":0.003712944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02955581,"about_ca_topic_score_gemma":0.06015985,"domain_scores_codex":[0.9971415,0.002174411,0.00007559866,0.0001393664,0.0001741351,0.0002948583],"domain_scores_gemma":[0.9948965,0.004116156,0.0003829733,0.0001757581,0.0001785018,0.0002501365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001727631,0.00002052742,0.006897153,0.00008773259,0.000003566712,0.0005117745,0.979093,0.00001643762,0.0008272642,0.006157727,0.0001871343,0.00618052],"study_design_scores_gemma":[0.000002923574,0.00005303882,0.01952865,0.0001488684,0.000006206814,0.0005599962,0.957985,0.00003153728,0.0002752262,0.0005874018,0.02080917,0.00001199477],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820186,0.003280501,0.0008184287,0.002047459,0.00008495371,0.00004240794,0.0000570405,0.000007254286,0.01164331],"genre_scores_gemma":[0.9956768,0.001887736,0.0003403183,0.0002954682,0.00003556101,0.00002952013,0.00001600283,0.000004772033,0.001713819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02955581,"threshold_uncertainty_score":0.05876756,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004938065,0.0004655455,0.0003813225,0.001655256,0.002812337,0.01051811,0.000725578,0.002112371,0.003967916],"category_scores_gemma":[0.01015122,0.0002302197,0.0003388101,0.001851621,0.006533694,0.008901589,0.003169474,0.002603957,0.0008634807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002321801,"about_ca_system_score_gemma":0.002149377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008316739,"about_ca_topic_score_gemma":0.01105364,"domain_scores_codex":[0.9953328,0.002899041,0.0001027525,0.0003692511,0.0008821699,0.0004139763],"domain_scores_gemma":[0.9909016,0.005723323,0.001228589,0.0005523106,0.001095205,0.0004988815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002242028,0.0001610446,0.02530663,0.002053911,0.0001309653,0.001329881,0.1995789,0.0001741103,0.005320467,0.2777312,0.01214361,0.4758451],"study_design_scores_gemma":[0.00002484126,0.0002774082,0.02705648,0.003072579,0.00007685157,0.002300545,0.1320051,0.0002853012,0.003392487,0.02155499,0.8098649,0.00008850168],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4377992,0.1171747,0.009414976,0.1568641,0.002229174,0.00008743878,0.0002437961,0.0001333633,0.2760532],"genre_scores_gemma":[0.9446333,0.03192632,0.00205803,0.003008672,0.00141272,0.00007550192,0.00005236019,0.00005202277,0.01678106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01051811,"threshold_uncertainty_score":0.0261153,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008429211,0.0009426573,0.002405774,0.004506788,0.0007550631,0.005921296,0.001399636,0.002434373,0.003862798],"category_scores_gemma":[0.01768676,0.0008687435,0.001837605,0.002903928,0.003479641,0.007646781,0.001933213,0.002694824,0.0009515936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00299844,"about_ca_system_score_gemma":0.005770595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03523522,"about_ca_topic_score_gemma":0.02294791,"domain_scores_codex":[0.9964033,0.0009872043,0.0008241961,0.0009515215,0.0006523874,0.0001814444],"domain_scores_gemma":[0.9769308,0.01816857,0.002208884,0.0005330667,0.001948472,0.000210217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004700011,0.0001877969,0.07427267,0.02155412,0.0006979699,0.002110994,0.01418224,0.0004256225,0.002030419,0.009051765,0.002239643,0.8727767],"study_design_scores_gemma":[0.00006983348,0.001293663,0.4346378,0.07682886,0.004598822,0.02141213,0.0216589,0.001542416,0.006584305,0.01571029,0.4150385,0.0006244887],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03325724,0.9596208,0.001630524,0.001644889,0.000377084,0.00002867242,0.0001755667,0.00001868353,0.003246454],"genre_scores_gemma":[0.1387905,0.853508,0.003473183,0.0007371565,0.0005441006,0.0001158226,0.0003116835,0.00004775251,0.002471894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03523522,"threshold_uncertainty_score":0.07006025,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005042968,0.0006887416,0.0005653094,0.002615722,0.007920567,0.0136671,0.001397805,0.00347469,0.01099228],"category_scores_gemma":[0.009844826,0.0003864187,0.0006827557,0.003754752,0.0103809,0.01131298,0.004135812,0.007570066,0.002147127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00982534,"about_ca_system_score_gemma":0.02486171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0817243,"about_ca_topic_score_gemma":0.1251064,"domain_scores_codex":[0.9939256,0.003505282,0.000258714,0.0004361508,0.001336381,0.0005377939],"domain_scores_gemma":[0.9899035,0.005762453,0.0007577343,0.0006329181,0.002084768,0.0008587025],"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":[0.00002740035,0.0001377965,0.005346694,0.001507142,0.00002656245,0.001141145,0.06741574,0.0004244253,0.0007202057,0.5049723,0.1784222,0.2398583],"study_design_scores_gemma":[0.000002389387,0.0000147645,0.001579435,0.0008579956,0.000006065618,0.0006369798,0.009343822,0.00010274,0.0001021262,0.008152921,0.9791833,0.00001760122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02955517,0.2863108,0.03499911,0.3196027,0.01962429,0.0002300543,0.000706525,0.0004480591,0.3085234],"genre_scores_gemma":[0.3528358,0.3403662,0.04747996,0.05364181,0.01351971,0.0006136426,0.0009956884,0.0007783896,0.1897688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0817243,"threshold_uncertainty_score":0.1624972,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01062439,0.0008782608,0.0005885224,0.001219778,0.0006537838,0.001246688,0.0005691834,0.001091006,0.007424024],"category_scores_gemma":[0.04899095,0.0003722496,0.001153107,0.0004784099,0.001145844,0.001383378,0.0008956656,0.001182799,0.002704521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006357172,"about_ca_system_score_gemma":0.0006092471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002626646,"about_ca_topic_score_gemma":0.001601971,"domain_scores_codex":[0.9872231,0.006069131,0.001315963,0.001129457,0.003648873,0.0006134161],"domain_scores_gemma":[0.907169,0.06873394,0.003065594,0.002733295,0.01678168,0.001516407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01132237,0.01715971,0.493651,0.001127327,0.0008671841,0.001608941,0.04387932,0.003635225,0.05987271,0.001190507,0.01103727,0.3546485],"study_design_scores_gemma":[0.0004113707,0.01884826,0.8966849,0.0001435209,0.0002642258,0.001088847,0.01264947,0.005320698,0.05284672,0.0007312267,0.01077773,0.0002329326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831694,0.0002267715,0.00480538,0.0002563685,0.0001007292,0.0009111188,0.0005211444,0.0001332363,0.00987588],"genre_scores_gemma":[0.9828295,0.0001603921,0.007410014,0.0001579868,0.00004874172,0.001449864,0.0006375622,0.00008842262,0.007217578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01062439,"threshold_uncertainty_score":0.05618781,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002206014,0.0008028861,0.0008932393,0.004262327,0.008536756,0.008405391,0.001250373,0.001818888,0.01740393],"category_scores_gemma":[0.004494909,0.0002922704,0.0005006653,0.007485801,0.005075959,0.003024487,0.001681024,0.002866755,0.0008701742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06714019,"about_ca_system_score_gemma":0.08189718,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801375,"about_ca_topic_score_gemma":0.985734,"domain_scores_codex":[0.9987991,0.0003241548,0.00005514329,0.0001874757,0.0004035076,0.0002305834],"domain_scores_gemma":[0.9968916,0.001513011,0.0001882129,0.00008415796,0.00113154,0.0001914226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001249967,0.00009587687,0.01554647,0.01132968,0.00021959,0.003044447,0.1484818,0.001038932,0.001548817,0.2085804,0.2486099,0.3613792],"study_design_scores_gemma":[0.000006754156,0.00001225996,0.01279786,0.009320025,0.00004921818,0.0004256744,0.04442161,0.0002081019,0.0002118232,0.00184553,0.9306469,0.00005415601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04281324,0.752357,0.003059938,0.0708812,0.00480408,0.0001300395,0.003739206,0.0001216213,0.1220937],"genre_scores_gemma":[0.4030246,0.521607,0.003120269,0.01382239,0.001338361,0.000157259,0.001543104,0.0001343925,0.05525265],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06714019,"threshold_uncertainty_score":0.4871385,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009349404,0.0003010982,0.0003099325,0.0007090556,0.002770901,0.002181862,0.001095208,0.001008024,0.004384617],"category_scores_gemma":[0.01701141,0.0003159209,0.0003349108,0.0007806962,0.002231408,0.001746109,0.001197569,0.001891475,0.0002766391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008651078,"about_ca_system_score_gemma":0.03004469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1629475,"about_ca_topic_score_gemma":0.39235,"domain_scores_codex":[0.996296,0.002259342,0.0001600107,0.0002280081,0.0005359212,0.0005208476],"domain_scores_gemma":[0.9920316,0.004774667,0.00067145,0.0002579866,0.001401946,0.0008623066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000763259,0.003208644,0.05126783,0.002355914,0.00007304599,0.002578116,0.3864802,0.0007467668,0.006872762,0.006412659,0.004291971,0.5349489],"study_design_scores_gemma":[0.0004520745,0.002543813,0.3341685,0.006022132,0.0001909953,0.001371791,0.5029397,0.00189034,0.006991741,0.007650279,0.1355519,0.0002268462],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604951,0.004342862,0.008267264,0.008304685,0.0001702082,0.001237889,0.000120339,0.00007778138,0.01698374],"genre_scores_gemma":[0.9639636,0.00410134,0.02087067,0.0009433338,0.00003770509,0.001505214,0.0001419028,0.0000236183,0.008412556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1629475,"threshold_uncertainty_score":0.3239982,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004911202,0.0006243691,0.000511035,0.002602923,0.003963844,0.002503252,0.001250362,0.0008647145,0.002063271],"category_scores_gemma":[0.008829335,0.0005229528,0.0003716146,0.001938601,0.003927212,0.00200858,0.003318197,0.001664503,0.000285941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002785553,"about_ca_system_score_gemma":0.002381904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03094919,"about_ca_topic_score_gemma":0.0718802,"domain_scores_codex":[0.9960347,0.002869137,0.000185937,0.0002078091,0.0002541179,0.0004483825],"domain_scores_gemma":[0.995553,0.002506375,0.0008772452,0.0002266485,0.0005881253,0.0002485923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000517258,0.00007527417,0.03075098,0.0001898231,0.00001535724,0.001443278,0.9492998,0.0000200615,0.0005220789,0.0007352133,0.0004108697,0.01648556],"study_design_scores_gemma":[0.000004141865,0.00009043392,0.04445062,0.000214268,0.00001166806,0.000644338,0.9449562,0.00003390034,0.0005702024,0.0002545442,0.008754192,0.00001546366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956716,0.00100439,0.0003367982,0.0005461293,0.00002408688,0.0000830746,0.00008693168,0.000002470216,0.002244432],"genre_scores_gemma":[0.9943909,0.00163717,0.000805808,0.0003075628,0.00002261356,0.0003167457,0.00009087612,0.000008766211,0.002419587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03094919,"threshold_uncertainty_score":0.06153804,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002811185,0.0004341342,0.0004249782,0.0006053717,0.002276597,0.001795943,0.0008592854,0.0008162775,0.001159046],"category_scores_gemma":[0.003185581,0.0004290512,0.0005133679,0.0004280344,0.00148451,0.001036996,0.001549074,0.0009610897,0.0001464939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00383419,"about_ca_system_score_gemma":0.002527907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1733307,"about_ca_topic_score_gemma":0.3435667,"domain_scores_codex":[0.9986892,0.0004074373,0.00005589709,0.0001954816,0.0002401765,0.0004117866],"domain_scores_gemma":[0.9987884,0.000309676,0.0003450076,0.00004281828,0.0002685298,0.0002455858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001777898,0.0004356573,0.4896915,0.0001780569,0.00005380306,0.001690108,0.4899087,0.00004091392,0.002134195,0.0002093345,0.0004232032,0.01505671],"study_design_scores_gemma":[0.000006820467,0.0004643913,0.6878235,0.00009244349,0.00002401292,0.0004684909,0.3078173,0.00004423448,0.0004562456,0.00006007191,0.002708851,0.00003356348],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994647,0.00009562905,0.00004126563,0.00003836931,0.000003659052,0.00001623423,0.000027425,7.177189e-7,0.0003119765],"genre_scores_gemma":[0.9988605,0.0001391414,0.0001721408,0.00006989321,0.000002452585,0.00005147226,0.0000466506,0.000001233197,0.0006566019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1733307,"threshold_uncertainty_score":0.3446437,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003898777,0.0004533255,0.0005399961,0.0007208707,0.003362113,0.003736906,0.001153759,0.00128429,0.006799557],"category_scores_gemma":[0.009033869,0.0003157628,0.0007303572,0.0004754653,0.001690929,0.001379843,0.00346804,0.002523649,0.001777602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004472083,"about_ca_system_score_gemma":0.005630537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06225966,"about_ca_topic_score_gemma":0.1200842,"domain_scores_codex":[0.9971017,0.0008474619,0.00006613142,0.0003373218,0.0006430908,0.001004382],"domain_scores_gemma":[0.9932681,0.001671907,0.0006331095,0.0001743281,0.000925248,0.003327348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001023102,0.008266181,0.2518629,0.0004304789,0.0001005575,0.001463318,0.4574703,0.000497809,0.005374907,0.00199874,0.00697773,0.264534],"study_design_scores_gemma":[0.00008405503,0.003450635,0.7422757,0.0004275103,0.00007252148,0.0002100136,0.1946609,0.0004752629,0.002248737,0.0005201491,0.05547123,0.0001032724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993618,0.0001759733,0.0004373866,0.0006183377,0.00007223658,0.0000678765,0.00008378008,0.00001849716,0.004907875],"genre_scores_gemma":[0.9819819,0.0002749617,0.0007746069,0.0002652269,0.00004485515,0.0002055645,0.0001730504,0.00002504886,0.01625481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06225966,"threshold_uncertainty_score":0.1237946,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01154911,0.0005531802,0.0004438154,0.001777356,0.00975662,0.009750343,0.001197182,0.001895136,0.002576896],"category_scores_gemma":[0.02309954,0.0004039574,0.0004547412,0.003087095,0.01296141,0.003377473,0.00349902,0.004072835,0.000324486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02105056,"about_ca_system_score_gemma":0.02836272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5827128,"about_ca_topic_score_gemma":0.5606228,"domain_scores_codex":[0.9885635,0.005932347,0.0003522457,0.000965248,0.002968268,0.001218342],"domain_scores_gemma":[0.9778612,0.01448007,0.001742514,0.001066531,0.003536799,0.001312781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000625699,0.00006733608,0.01337828,0.0002797257,0.00001749909,0.0009855992,0.9067631,0.0001608716,0.001107645,0.01988935,0.001597007,0.05569094],"study_design_scores_gemma":[0.00001842058,0.00009256096,0.04611575,0.0007067141,0.00002128876,0.001063136,0.7420013,0.0003417772,0.001445774,0.002182574,0.2059565,0.00005419611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096541,0.00823828,0.01246918,0.006000651,0.0003208656,0.0003093838,0.000261706,0.00009119087,0.06265462],"genre_scores_gemma":[0.9812053,0.002377831,0.003462692,0.0005033867,0.00007101603,0.0001488162,0.00008996723,0.00005007822,0.01209082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5827128,"threshold_uncertainty_score":0.8394895,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008983488,0.0005803669,0.001046153,0.007744188,0.002690234,0.004468319,0.0006783537,0.001040525,0.00311042],"category_scores_gemma":[0.01514276,0.0005189276,0.00108173,0.008893028,0.002972734,0.003396214,0.002314022,0.001167655,0.0002836061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006099125,"about_ca_system_score_gemma":0.01278644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06987997,"about_ca_topic_score_gemma":0.08072385,"domain_scores_codex":[0.9947609,0.002521429,0.0007084855,0.0005050583,0.001186799,0.0003172025],"domain_scores_gemma":[0.9853092,0.009806748,0.002409561,0.00036168,0.001815694,0.0002972514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002433619,0.0001544348,0.08737619,0.02870069,0.0006009389,0.005314822,0.3780588,0.0001809342,0.001414252,0.0146281,0.004946235,0.4783812],"study_design_scores_gemma":[0.00003215653,0.0002873881,0.2389995,0.04437568,0.0006627647,0.00360826,0.4554527,0.0001071466,0.001132238,0.001954183,0.2532579,0.0001301027],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4861951,0.4710394,0.002481057,0.006237137,0.0004890874,0.0005288988,0.003378931,0.00004533478,0.02960511],"genre_scores_gemma":[0.7098997,0.277687,0.005707225,0.0008688416,0.0001691856,0.0006368452,0.001178358,0.0000268471,0.003826156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06987997,"threshold_uncertainty_score":0.1389465,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023922,0.0002013471,0.0002278966,0.0004646004,0.0008080386,0.001112306,0.0003221302,0.0008594315,0.003417013],"category_scores_gemma":[0.009410607,0.0001759267,0.0002540062,0.0004280177,0.0008988476,0.00102294,0.0004028781,0.0008798233,0.0004644901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001526473,"about_ca_system_score_gemma":0.001662316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09647705,"about_ca_topic_score_gemma":0.1101616,"domain_scores_codex":[0.9995397,0.0001001558,0.00004225001,0.00006074343,0.00008427368,0.0001728572],"domain_scores_gemma":[0.9984,0.0004770213,0.0005617015,0.00004211074,0.0002579438,0.0002612996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003119991,0.0001067672,0.8400837,0.0001825806,0.00006086825,0.01496243,0.06479143,0.0002065785,0.002731285,0.002589133,0.00421967,0.06975366],"study_design_scores_gemma":[0.0000210386,0.0002961742,0.8286949,0.0005940468,0.0001046955,0.01395118,0.1084897,0.0001350542,0.002337556,0.00104527,0.04426127,0.00006905579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894238,0.002097631,0.00007466325,0.005099425,0.00008592728,0.0000029496,0.0001175289,0.000009893154,0.003088159],"genre_scores_gemma":[0.9898872,0.003122003,0.0001808819,0.0008591675,0.00005425323,0.000008191856,0.0001372588,0.000009439511,0.005741577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09647705,"threshold_uncertainty_score":0.191831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}