{"id":"W4416357562","doi":"10.7202/1121409ar","title":"Un esprit d’innovation","year":2025,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","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":[],"consensus_categories":[],"category_scores_codex":[0.01701896,0.001336659,0.001312141,0.004498959,0.007874341,0.01442118,0.002143097,0.008254537,0.03703495],"category_scores_gemma":[0.03214991,0.0004975176,0.001381608,0.004165012,0.008741954,0.006703381,0.004127605,0.009432243,0.003500087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05964433,"about_ca_system_score_gemma":0.1085115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7214548,"about_ca_topic_score_gemma":0.6595528,"domain_scores_codex":[0.9816488,0.005196962,0.0006596026,0.001592538,0.007717277,0.003184814],"domain_scores_gemma":[0.9522389,0.0132821,0.001652363,0.003422503,0.02019227,0.009211849],"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":[0.0002186002,0.0002162391,0.006503101,0.0005510096,0.0001292856,0.0009498323,0.002305428,0.00118863,0.001087411,0.4743866,0.3263407,0.1861232],"study_design_scores_gemma":[0.0001107072,0.00007383423,0.009125222,0.0007612421,0.00003574707,0.0002874894,0.001722145,0.001373765,0.0003300647,0.02030879,0.9658248,0.00004600436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02083381,0.05251059,0.009475995,0.5640457,0.02348864,0.0002437059,0.001101214,0.0005777611,0.3277226],"genre_scores_gemma":[0.3893373,0.03491614,0.01470498,0.06477141,0.01137184,0.0004393018,0.001240224,0.000325416,0.4828935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7214548,"threshold_uncertainty_score":0.5603712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03491500144084927,"score_gpt":0.3714789828400142,"score_spread":0.336563981399165,"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."}}