{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":14,"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":"5f11b944c63e","filters":{"venue":"Ergothérapies"}},"results":[{"id":"W2953832328","doi":"","title":"L’utilisation du journal comme support pédagogique dans la formation en ergothérapie : expérience au sein de l’IFE de Laval","year":2017,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Medicine","authors":[{"name":"Géraldine Poriel","is_ca":false},{"name":"Marine Tosser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04524659574558668,"gpt":0.3499294625588131,"spread":0.3046828668132264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.012364,0.0004016987,0.0004416478,0.0001816167,0.003681365,0.001238073,0.00157367,0.0006365376,0.0007732671],"category_scores_gemma":[0.006960842,0.000431593,0.0002822636,0.0002369047,0.002214091,0.003311988,0.0002351679,0.001197445,0.00009610176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718155,"about_ca_system_score_gemma":0.002260254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00875894,"about_ca_topic_score_gemma":0.01258876,"domain_scores_codex":[0.9921991,0.004654726,0.0006683258,0.0004012076,0.0007856566,0.00129104],"domain_scores_gemma":[0.9962643,0.001258558,0.001012964,0.0007009099,0.0002357877,0.0005274247],"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":[0.00005256063,0.0002051859,0.04239677,0.0001301009,0.0001043644,0.0004069879,0.7809149,0.0009077236,0.002341358,0.07231697,0.01002549,0.09019758],"study_design_scores_gemma":[0.001707295,0.0004715042,0.2957176,0.0005913061,0.0002194576,0.001663029,0.1147485,0.009212337,0.005197615,0.03431348,0.5350015,0.001156351],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7123446,0.001982327,0.186423,0.02473935,0.003491896,0.0003576141,0.00002608818,0.0002072048,0.07042789],"genre_scores_gemma":[0.9169389,0.002519483,0.05370328,0.000497271,0.003190006,0.00003968146,0.00001173826,0.00006248312,0.02303716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6661664,"threshold_uncertainty_score":0.9998136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942592849","doi":"","title":"CO-OP et scolarité","year":2017,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","authors":[{"name":"Alexandra Perrault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02806844890282569,"gpt":0.3370833365358661,"spread":0.3090148876330404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005008065,0.0002918345,0.0004129847,0.00008402672,0.0006928723,0.0002926111,0.0003718145,0.0002271956,0.00534767],"category_scores_gemma":[0.0004822689,0.0002935568,0.0002103411,0.00004409171,0.0006896177,0.0005345368,0.0001015549,0.0004013635,0.001623911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005713052,"about_ca_system_score_gemma":0.0001961538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153783,"about_ca_topic_score_gemma":0.001266782,"domain_scores_codex":[0.9982883,0.00007661596,0.000302396,0.0003697945,0.0003304082,0.000632425],"domain_scores_gemma":[0.99837,0.00008425719,0.0002083684,0.001028258,0.00006329588,0.0002458172],"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":[0.0003512578,0.001138933,0.1641084,0.001240525,0.0009297535,0.0003215694,0.004598988,0.00001045773,0.004109789,0.4283435,0.2828581,0.1119887],"study_design_scores_gemma":[0.003166757,0.000297637,0.2215042,0.0008203571,0.000170295,0.0000156127,0.0009631604,0.00004216729,0.002243797,0.005205838,0.765229,0.000341097],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1447676,0.08784248,0.0004414206,0.09445372,0.0102437,0.00103502,0.0001714918,0.0001701241,0.6608745],"genre_scores_gemma":[0.716388,0.008396517,0.0009756417,0.006603202,0.001474695,0.00002948981,0.00004929507,0.00006546665,0.2660177],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5716204,"threshold_uncertainty_score":0.9999517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2951973319","doi":"","title":"Quels modèles peuvent guider une pratique en ergothérapie auprès de personnes dépressives en psychiatrie institutionnelle","year":2016,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Psychology; Political science","authors":[{"name":"Alma Zuna","is_ca":false},{"name":"Dominique Castano","is_ca":false},{"name":"Marie-Chantal Morel-Bracq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04588272958097356,"gpt":0.3946112616483292,"spread":0.3487285320673557,"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":[0.003329891,0.000687385,0.0007035336,0.0004743578,0.001951674,0.0001273257,0.0008480175,0.001327066,0.00748245],"category_scores_gemma":[0.003241588,0.000496685,0.0003938629,0.0006895294,0.0008455822,0.001836169,0.0003636846,0.001577903,0.002252424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009228894,"about_ca_system_score_gemma":0.00370132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786983,"about_ca_topic_score_gemma":0.002442863,"domain_scores_codex":[0.9898646,0.005325128,0.001229372,0.0009251625,0.0009528415,0.001702862],"domain_scores_gemma":[0.9905418,0.006674526,0.000634435,0.0009021556,0.000668351,0.0005786967],"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":[0.001684775,0.001903098,0.01104639,0.001548312,0.001440888,0.0001396405,0.06730449,0.0004647277,0.02210251,0.5953724,0.2603634,0.03662934],"study_design_scores_gemma":[0.004681518,0.0006101599,0.02918458,0.003054634,0.0002097348,0.00006426313,0.02932313,0.0003213823,0.00286288,0.07128894,0.8573063,0.001092499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1829491,0.06942654,0.0535938,0.6608971,0.009048046,0.003144454,0.0006994586,0.0004995551,0.01974199],"genre_scores_gemma":[0.5570678,0.08462998,0.05878413,0.00411256,0.01082075,0.0008970309,0.00005834545,0.0002875692,0.2833419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6567845,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153667296","doi":"","title":"Les modèles conceptuels : une réponse à la quête identitaire des ergothérapeutes","year":2021,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Marine Laurent","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05853598842508874,"gpt":0.3810484233246839,"spread":0.3225124348995952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.002911396,0.0007151502,0.001196054,0.0001601053,0.002830122,0.0001339171,0.0004946768,0.002346913,0.005228527],"category_scores_gemma":[0.002936418,0.0007274255,0.0005447342,0.001407391,0.002722546,0.000745785,0.0003722585,0.003702094,0.001005054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004707342,"about_ca_system_score_gemma":0.003596776,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009451971,"about_ca_topic_score_gemma":0.01215275,"domain_scores_codex":[0.9885966,0.00624192,0.001487536,0.0009659166,0.0007822253,0.001925786],"domain_scores_gemma":[0.9907876,0.005961634,0.000454924,0.001007035,0.0009532446,0.0008356017],"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":[0.0001435907,0.0009279688,0.01553983,0.007423543,0.0008888296,0.001120102,0.294149,0.00008106546,0.001739157,0.3245015,0.2097901,0.1436953],"study_design_scores_gemma":[0.002245084,0.0001904948,0.05209891,0.003611137,0.0002923545,0.0001028564,0.2280608,0.0002173503,0.0004179524,0.01808616,0.6939439,0.0007330233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5362005,0.2980201,0.006637584,0.07987849,0.007312318,0.001163446,0.0003785227,0.0006420578,0.06976692],"genre_scores_gemma":[0.6855714,0.06539066,0.02468409,0.01321587,0.003281729,0.0002274837,0.0001151179,0.0002855412,0.2072282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4841537,"threshold_uncertainty_score":0.9999915,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943293965","doi":"","title":"La formation à l’intégration des résultats probants de la recherche : l’expérience en Maîtrise en ergothérapie à l’Université du Québec à Trois-Rivières","year":2019,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","authors":[{"name":"Martine Brousseau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08064181045797827,"gpt":0.3947816929731511,"spread":0.3141398825151729,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.009610408,0.0004125474,0.0004243984,0.0003829693,0.0009751755,0.0001616994,0.0006000671,0.001468885,0.00505644],"category_scores_gemma":[0.005454859,0.0003823405,0.0001888025,0.0007819739,0.0005462448,0.002691355,0.0002435374,0.002769148,0.00208312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378281,"about_ca_system_score_gemma":0.002965166,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572201,"about_ca_topic_score_gemma":0.01486637,"domain_scores_codex":[0.9817057,0.01547506,0.000678151,0.0005031337,0.0006769894,0.0009610261],"domain_scores_gemma":[0.9743485,0.02395233,0.0004381655,0.000473483,0.0004881285,0.000299362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002607866,0.001343377,0.07716601,0.00264137,0.0004595691,0.0001260885,0.6140583,0.0009940249,0.01772762,0.02952925,0.04654323,0.2068033],"study_design_scores_gemma":[0.006582107,0.001038768,0.4138507,0.002766881,0.0002346505,0.0002413562,0.1307737,0.01094175,0.003983284,0.02765131,0.4006744,0.00126115],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9547874,0.007152169,0.006581012,0.01526312,0.0005655756,0.001505311,0.000067776,0.0001847389,0.01389288],"genre_scores_gemma":[0.9214041,0.0287252,0.0193051,0.000386816,0.0006539869,0.0001388906,0.00004994876,0.0000915807,0.02924434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4832846,"threshold_uncertainty_score":0.9998628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2498541596","doi":"","title":"Les représentations socio-professionnelles des étudiants en ergothérapie à l'Université d'Ottawa : étude exploratoire des concepts-clés et de leur évolution","year":2006,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Art","authors":[{"name":"Manon Tremblay","is_ca":false},{"name":"Claire‐Jehanne Dubouloz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07447291246908481,"gpt":0.4347530020904106,"spread":0.3602800896213257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002491931,0.0006227655,0.00061465,0.0004809563,0.005720424,0.000140182,0.0006075545,0.001031496,0.003722781],"category_scores_gemma":[0.001051932,0.0006211136,0.000357098,0.001064412,0.001938811,0.002647172,0.0003540928,0.001996539,0.0008138382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741508,"about_ca_system_score_gemma":0.002153263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01482076,"about_ca_topic_score_gemma":0.02550582,"domain_scores_codex":[0.9895374,0.006060316,0.001061593,0.0008262676,0.0008599214,0.00165455],"domain_scores_gemma":[0.9926709,0.004746839,0.0006183423,0.0006246638,0.0009462233,0.0003930281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008181463,0.002374006,0.4600306,0.001527855,0.0007567657,0.0002197769,0.1097768,0.001403882,0.009836316,0.2086341,0.1768628,0.02775879],"study_design_scores_gemma":[0.003577042,0.0003084789,0.6872709,0.002041738,0.0002116118,0.00003661279,0.1881637,0.0002848869,0.0007462105,0.06799503,0.04851792,0.0008458871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915469,0.036675,0.008545786,0.02303196,0.001841037,0.001171175,0.000318295,0.0003522295,0.01259552],"genre_scores_gemma":[0.89525,0.02861653,0.02445479,0.0005706575,0.001982407,0.000211508,0.000250397,0.0001677398,0.04849596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2272402,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2961555001","doi":"","title":"Modèle logique de la méthode Padovan® de réorganisation neuro-fonctionnelle appliquée auprès d’adultes ayant des troubles psychotiques graves","year":2017,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","authors":[{"name":"Sarah Laroche","is_ca":false},{"name":"Emmanuelle Jasmin","is_ca":false},{"name":"Andrée-Anne Vincent","is_ca":false},{"name":"Stéphanie Sinotte","is_ca":false},{"name":"Frédéric Boucher","is_ca":false},{"name":"Jessica Hamel","is_ca":false},{"name":"Sophie Auger","is_ca":false},{"name":"Nadine Larivière","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08603066710708973,"gpt":0.3787185225643895,"spread":0.2926878554572998,"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":[0.005727209,0.0005575393,0.0007396557,0.0001402945,0.0049366,0.0002579992,0.000705184,0.001995325,0.000639939],"category_scores_gemma":[0.004220936,0.0005358612,0.0002679884,0.0001866889,0.001786256,0.0007413994,0.0001828424,0.002970008,0.0001760586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006226374,"about_ca_system_score_gemma":0.002057562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00809055,"about_ca_topic_score_gemma":0.005063217,"domain_scores_codex":[0.9916118,0.004753044,0.0009504423,0.0007134812,0.0003925154,0.001578698],"domain_scores_gemma":[0.9934372,0.003701592,0.0007279138,0.001126063,0.0003446413,0.0006626121],"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":[0.000188325,0.0005749375,0.02798798,0.001992723,0.000155799,0.0000472196,0.1059834,0.00009083319,0.003186897,0.8040428,0.04009195,0.01565714],"study_design_scores_gemma":[0.0025181,0.0004342606,0.08820684,0.001450331,0.0001538995,0.00005605517,0.03874484,0.001602751,0.001661444,0.7793906,0.08516934,0.0006115899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1877504,0.007487597,0.7594807,0.02353994,0.003043565,0.001421784,0.0001135592,0.0005052005,0.01665734],"genre_scores_gemma":[0.4259333,0.02539182,0.5321752,0.006079221,0.003194753,0.0002649503,0.00001487188,0.0001681545,0.006777721],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2381829,"threshold_uncertainty_score":0.9997093,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3096568259","doi":"","title":"Stages d’ergothérapie à la maternelle : analyse et proposition d’interventions préventives","year":2020,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Political science; Psychology; Philosophy","authors":[{"name":"Emmanuelle Jasmin","is_ca":false},{"name":"Caroline Hui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07976308646902538,"gpt":0.403843541981096,"spread":0.3240804555120705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009600156,0.0005005948,0.0006307682,0.0002511107,0.0002742517,0.0003674255,0.0005788585,0.0004320824,0.01985409],"category_scores_gemma":[0.0003950558,0.0005273871,0.0007971059,0.0008976739,0.001204771,0.0006495653,0.0003420424,0.0008360671,0.003511451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009249697,"about_ca_system_score_gemma":0.0002206511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001540671,"about_ca_topic_score_gemma":0.0005600865,"domain_scores_codex":[0.9943693,0.002302903,0.0008989514,0.001032972,0.0005272281,0.0008686651],"domain_scores_gemma":[0.9978713,0.0004974139,0.000244896,0.0006576063,0.0002228223,0.0005059023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00218064,0.01203491,0.1283932,0.009907652,0.004837195,0.001375332,0.1461436,0.0003476274,0.01063239,0.2640357,0.3726994,0.04741235],"study_design_scores_gemma":[0.007354243,0.004390096,0.4979931,0.002305813,0.001224852,0.0001527732,0.1202882,0.001181283,0.006910038,0.01640922,0.3392453,0.002545037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6925679,0.07315096,0.01031598,0.09566384,0.00262006,0.001925552,0.001064562,0.0006636248,0.1220275],"genre_scores_gemma":[0.9487144,0.001178574,0.00132935,0.001189797,0.0003588007,0.0001691464,0.0002309361,0.00009436398,0.04673467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3695999,"threshold_uncertainty_score":0.9997178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2303942776","doi":"","title":"L'inclusion des enfants ayant des incapacités dans les services de garde : comment soutenir d'avantage les éducatrices","year":2009,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Inclusion (mineral); Sociology; Art; Social science","authors":[{"name":"Stéphane Lépine","is_ca":false},{"name":"Sylvie Tétreault","is_ca":false},{"name":"Mélissa Lavoie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06707633771087959,"gpt":0.4148164383012438,"spread":0.3477401005903642,"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":[0.002947601,0.0005894378,0.000590182,0.0004139171,0.008363639,0.0001770989,0.0009037029,0.0007656742,0.002550665],"category_scores_gemma":[0.0003307541,0.0005015958,0.0002531876,0.0004848663,0.0008402043,0.001019362,0.0007975975,0.001727561,0.0003443043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008859887,"about_ca_system_score_gemma":0.0007094966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01473496,"about_ca_topic_score_gemma":0.01496939,"domain_scores_codex":[0.9928018,0.00295863,0.0009410515,0.0006387767,0.0009599681,0.001699732],"domain_scores_gemma":[0.9957119,0.002157843,0.00050302,0.0006046536,0.0004964861,0.0005261463],"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":[0.001142612,0.002463079,0.1063045,0.002930667,0.0003878853,0.0001152749,0.5605448,0.0001214608,0.01506762,0.007493977,0.009001968,0.2944261],"study_design_scores_gemma":[0.002584234,0.001146214,0.3441231,0.003611254,0.000242573,0.00005741083,0.1700319,0.0006753028,0.004880428,0.05317106,0.4184644,0.001012124],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9027483,0.04747942,0.001825281,0.03236392,0.0009115944,0.0009030643,0.0002253942,0.0001960474,0.01334698],"genre_scores_gemma":[0.9007552,0.05349167,0.02004396,0.003567862,0.001472868,0.00007465791,0.00008270719,0.00009246659,0.02041857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094624,"threshold_uncertainty_score":0.9997436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3157009888","doi":"","title":"Mettre en œuvre les valeurs fondamentales de l’identité professionnelle des ergothérapeutes : résultats d’une enquête","year":2021,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Marie-Josée Drolet","is_ca":false},{"name":"Marjorie Désormeaux-Moreau","is_ca":false},{"name":"Sarah Thiébaut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.065884976357815,"gpt":0.4086731775125479,"spread":0.3427882011547329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002451257,0.0006579987,0.000758194,0.0003659381,0.003644416,0.0002223564,0.0007459873,0.001040339,0.01373791],"category_scores_gemma":[0.002214314,0.0006255212,0.0004240973,0.001473669,0.0009386786,0.001367172,0.0007496245,0.002017559,0.001666497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006901477,"about_ca_system_score_gemma":0.00257787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003046581,"about_ca_topic_score_gemma":0.00470114,"domain_scores_codex":[0.9891832,0.005779231,0.001121888,0.0009764554,0.001067492,0.001871733],"domain_scores_gemma":[0.9908866,0.006193991,0.0004962829,0.0008838339,0.0009789051,0.0005604026],"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":[0.001618022,0.00552471,0.1672165,0.008635519,0.003332318,0.002009443,0.1592599,0.0002871228,0.0842188,0.07424447,0.2747367,0.2189166],"study_design_scores_gemma":[0.004209392,0.0004258844,0.09970871,0.005040827,0.0005034654,0.0002585749,0.2474393,0.0006064146,0.01800934,0.05092834,0.5715185,0.001351216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8006338,0.1104464,0.002226042,0.06760965,0.004367771,0.001393737,0.0004809851,0.0002857266,0.01255584],"genre_scores_gemma":[0.2822254,0.09972242,0.0645214,0.002569722,0.003305089,0.0005652071,0.0003930057,0.0003314074,0.5463664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5338106,"threshold_uncertainty_score":0.9996196,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2953803419","doi":"","title":"La préconisation des aides techniques à la posture dans le système de santé au Québec","year":2017,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Véronique Péron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009222700124390075,"gpt":0.2901436096588047,"spread":0.2809209095344146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001597457,0.0002927983,0.0003739651,0.0001211797,0.001133337,0.0001956488,0.0002701219,0.0004745403,0.00007364165],"category_scores_gemma":[0.002292324,0.000259007,0.0002257522,0.00007106715,0.002645675,0.0004842174,0.00008308548,0.0003714296,0.0000484289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001517909,"about_ca_system_score_gemma":0.001884109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1265237,"about_ca_topic_score_gemma":0.05756958,"domain_scores_codex":[0.997941,0.0006639512,0.0003495867,0.0003298516,0.0002383818,0.0004772349],"domain_scores_gemma":[0.9980271,0.0007653649,0.0002431414,0.0006527132,0.0001322982,0.0001793382],"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":[0.0002215347,0.0007984894,0.2697351,0.009452807,0.0004582187,0.00009095224,0.1044641,0.00001577519,0.1346486,0.0889221,0.003650901,0.3875414],"study_design_scores_gemma":[0.0006897809,0.0003773113,0.9370199,0.003150764,0.0001269819,0.00006584404,0.008423241,0.0001406472,0.008184103,0.0109858,0.0305266,0.0003090632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8872107,0.01278987,0.006629086,0.01049039,0.0006237089,0.0006679189,0.00002187398,0.0002614045,0.08130509],"genre_scores_gemma":[0.9764525,0.0008595214,0.008655597,0.0001016357,0.00120972,0.00007572587,0.0000129888,0.00005557417,0.01257677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6672848,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3182704870","doi":"","title":"Évaluation des troubles de l’oralité alimentaire chez l’enfant de 4 à 18 ans : création d’un outil ergothérapique centré sur l’occupation repas","year":2021,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","authors":[{"name":"Syrielle Zouakh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04254223593955173,"gpt":0.3051544690372338,"spread":0.2626122330976821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001513059,0.0005550465,0.000685361,0.0003002273,0.0005553775,0.0002561986,0.0001857933,0.000532227,0.003027328],"category_scores_gemma":[0.001019628,0.0006365286,0.000407651,0.0007976147,0.0004463531,0.0006066805,0.00009155687,0.0004695885,0.00009542289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144507,"about_ca_system_score_gemma":0.0008523081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001315838,"about_ca_topic_score_gemma":0.0007908486,"domain_scores_codex":[0.9956636,0.0007672398,0.0009523788,0.0007895595,0.0007109951,0.001116225],"domain_scores_gemma":[0.997619,0.0003234629,0.0003349815,0.000581774,0.0006825221,0.0004582927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001900124,0.005374649,0.4843833,0.003440747,0.001828643,0.0007969603,0.09396252,0.0007050286,0.1240755,0.05042999,0.03287404,0.2002285],"study_design_scores_gemma":[0.00884873,0.000652192,0.5716985,0.004256063,0.00132589,0.0007049828,0.01366177,0.008990613,0.3122177,0.0240292,0.05251005,0.001104227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843995,0.07224486,0.01832612,0.01543115,0.00207716,0.0008142921,0.0001558068,0.0004618118,0.006089284],"genre_scores_gemma":[0.9117275,0.02360828,0.04644025,0.001776699,0.002424414,0.0001007724,0.000818736,0.0001297084,0.0129736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1991242,"threshold_uncertainty_score":0.9996086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950371582","doi":"","title":"Stratégie d’intervention en ergothérapie et rendement occupationnel","year":2016,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","authors":[{"name":"Isabelle Marchalot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05504925611316768,"gpt":0.4379861003092343,"spread":0.3829368441960667,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004750139,0.0004532252,0.0004457345,0.0004222101,0.00086297,0.00009770484,0.0004976635,0.0007210188,0.02857075],"category_scores_gemma":[0.001626422,0.0003292499,0.000360142,0.0004800113,0.0003289953,0.001668083,0.0002844758,0.001089473,0.006238673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006338239,"about_ca_system_score_gemma":0.0008222696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007507243,"about_ca_topic_score_gemma":0.001258595,"domain_scores_codex":[0.9912288,0.004692934,0.001188238,0.0007099534,0.001031032,0.001149108],"domain_scores_gemma":[0.9929781,0.004810433,0.0005852472,0.0007260462,0.0005505597,0.000349628],"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":[0.001489501,0.00181509,0.009161147,0.0008410673,0.0009160623,0.00005149369,0.007966435,0.00002491265,0.004514453,0.4253184,0.2364778,0.3114236],"study_design_scores_gemma":[0.00613571,0.0008366897,0.1140134,0.00303918,0.0001300335,0.00001356328,0.006116916,0.00006973736,0.0007340133,0.05036639,0.8178596,0.0006847308],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1790961,0.04985127,0.1087065,0.5789672,0.02066771,0.004091292,0.001568664,0.0006992194,0.05635202],"genre_scores_gemma":[0.6394593,0.03251361,0.01123507,0.002627649,0.003302696,0.0003885434,0.0001103578,0.0001671525,0.3101957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5813818,"threshold_uncertainty_score":0.999916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966776592","doi":"","title":"L'évaluation des capacités de la conduite automobile pour les personnes atteintes de lésion cérébrale acquise non évolutive: enfin une recommandation de bonne pratique labellisée par la HAS; quel impact sur la pratique ergothérapique ?","year":2017,"lang":"fr","type":"article","venue":"Ergothérapies","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Élisabeth Bataillie","is_ca":false},{"name":"Laurence Leboucq","is_ca":false},{"name":"Angèle Massonneau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0483717756853027,"gpt":0.3794748813268192,"spread":0.3311031056415165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.009340817,0.001166763,0.001252554,0.0004321553,0.005825249,0.0008744528,0.000949602,0.002072823,0.0006436118],"category_scores_gemma":[0.01268514,0.001135156,0.0004628836,0.0003722268,0.003314989,0.00213726,0.000512637,0.002655344,0.0001116232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188826,"about_ca_system_score_gemma":0.004860009,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07704952,"about_ca_topic_score_gemma":0.1210372,"domain_scores_codex":[0.9836088,0.01141737,0.001303482,0.001081182,0.0005496666,0.002039527],"domain_scores_gemma":[0.9852932,0.01019724,0.001615811,0.001326036,0.001049046,0.0005186567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003419156,0.001412315,0.4656442,0.003106377,0.0009065019,0.0001318089,0.3718174,0.001543435,0.04763954,0.005316345,0.07893296,0.02320727],"study_design_scores_gemma":[0.004337129,0.0006613525,0.8873415,0.01000084,0.0004571015,0.0002064812,0.0301548,0.01824939,0.01402665,0.0175898,0.01549719,0.001477792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466527,0.007300275,0.01265852,0.02564874,0.0006487183,0.001968047,0.00035766,0.0004508803,0.004314481],"genre_scores_gemma":[0.9303932,0.01022379,0.03502085,0.0003515815,0.001215244,0.000918455,0.00009624896,0.0002721646,0.02150853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216973,"threshold_uncertainty_score":0.9996456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}