{"id":"W4410552595","doi":"10.3917/psyt.hs.2025.0008","title":"Communiqué de l’AIDQ (Québec)","year":2025,"lang":"fr","type":"article","venue":"Psychotropes","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002662732,0.000277719,0.0005282743,0.0001082132,0.001355594,0.0000218478,0.0005410488,0.001266803,0.004243735],"category_scores_gemma":[0.0007551989,0.0002626968,0.0001878954,0.0005583581,0.0003536304,0.0001257172,0.0001202863,0.004402552,0.001780358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007116406,"about_ca_system_score_gemma":0.00497788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07094746,"about_ca_topic_score_gemma":0.02576383,"domain_scores_codex":[0.994161,0.0032271,0.000791799,0.0003534816,0.0002173456,0.001249352],"domain_scores_gemma":[0.9962249,0.002035521,0.0001631443,0.0009486791,0.0001901623,0.0004375475],"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":[0.00005769309,0.0002836776,0.01725454,0.001465395,0.0001047006,0.000009215322,0.03435313,0.000001878334,0.00005509984,0.0231573,0.8555241,0.06773333],"study_design_scores_gemma":[0.00132055,0.0001136219,0.02419772,0.002171242,0.00009387581,0.000002807195,0.01496013,0.0001324651,0.00001251852,0.003074189,0.9537338,0.0001870675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.086408,0.06956924,0.004321967,0.4544934,0.007706509,0.001030667,0.00003828605,0.0001971343,0.3762348],"genre_scores_gemma":[0.2444188,0.03891789,0.006801011,0.2452995,0.002410819,0.0002002614,0.00002395312,0.00008527403,0.4618425],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2091939,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427551168461012,"score_gpt":0.4402542646774624,"score_spread":0.3959787529928523,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}