{"id":"W4413862678","doi":"10.1522/rhe.v9i4.1889","title":"Étude de portée sur les pratiques à visée universelle soutenant le bienêtre et la santé mentale des personnes étudiantes au postsecondaire","year":2025,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01324882,0.0002100837,0.0004797599,0.001774654,0.004120785,0.004195497,0.0006870067,0.001063284,0.00883047],"category_scores_gemma":[0.03300274,0.0001907946,0.0004852196,0.002702201,0.003060498,0.004879107,0.003910512,0.002614304,0.0005668338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007204274,"about_ca_system_score_gemma":0.01867205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0465389,"about_ca_topic_score_gemma":0.0690274,"domain_scores_codex":[0.9930221,0.003913256,0.0003233019,0.0005772548,0.001228964,0.0009351287],"domain_scores_gemma":[0.9716775,0.0165,0.003644823,0.001474205,0.004117199,0.002586291],"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":[0.0003110081,0.0007766939,0.2261451,0.001029377,0.0001764828,0.00039306,0.3035433,0.0003892879,0.001557129,0.07563853,0.007933971,0.3821061],"study_design_scores_gemma":[0.0000487941,0.0007315972,0.4957872,0.002072196,0.0001433989,0.000339129,0.3591467,0.0005627213,0.001398109,0.0206761,0.118996,0.00009798132],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185863,0.007011439,0.003632065,0.02092855,0.0002765973,0.0001491231,0.0003467718,0.00003194337,0.04903721],"genre_scores_gemma":[0.9871306,0.002746265,0.001393797,0.001243348,0.00005714162,0.0001687069,0.0001157751,0.00001188228,0.00713252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0465389,"threshold_uncertainty_score":0.09253603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055016076746228,"score_gpt":0.4142667380791468,"score_spread":0.308765130404524,"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."}}