{"id":"W4416357577","doi":"10.7202/1121406ar","title":"Témoignages","year":2025,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002386175,0.0009150382,0.0007751642,0.002215652,0.003378487,0.004079951,0.001539294,0.002800303,0.6827446],"category_scores_gemma":[0.0115368,0.000318318,0.0007739994,0.00125882,0.0009471063,0.001158509,0.001622279,0.002115284,0.2173926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008988155,"about_ca_system_score_gemma":0.02203002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4429266,"about_ca_topic_score_gemma":0.5201169,"domain_scores_codex":[0.9976524,0.0004032565,0.0000812758,0.0002566182,0.0009508825,0.0006557533],"domain_scores_gemma":[0.9927101,0.0005403788,0.0002518506,0.0004887984,0.003669162,0.002339744],"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":[0.00009490149,0.00004870471,0.001687865,0.0001166141,0.00001044385,0.0002696588,0.0001279044,0.00005508619,0.0001515855,0.003414337,0.9308788,0.0631441],"study_design_scores_gemma":[0.00001639686,0.00001163737,0.002075559,0.0001029615,0.000004253193,0.0001371522,0.0001282211,0.00004221859,0.00005023844,0.0002112021,0.9972146,0.000005500724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003291405,0.007108225,0.0008045792,0.03258094,0.01891707,0.0004319754,0.007422218,0.0009771736,0.9284664],"genre_scores_gemma":[0.009935804,0.001937805,0.0004150165,0.004079083,0.001398526,0.00009640931,0.002010914,0.000159583,0.9799669],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6827446,"threshold_uncertainty_score":0.880697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092326461485946,"score_gpt":0.286415673446223,"score_spread":0.2754924088313636,"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."}}