{"id":"W4412366771","doi":"10.1522/rhe.v9i3.1777","title":"Diversité et santé mentale en milieu universitaire : perspectives des informatrices et des informateurs clés sur l’accès aux services","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 du Québec à Chicoutimi","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002352215,0.0002383191,0.0002407952,0.0002921271,0.001369012,0.0001918191,0.0004911675,0.0001940306,0.0001227452],"category_scores_gemma":[0.0005584686,0.0002956689,0.0001442706,0.0008791916,0.001121969,0.003304926,0.0001187122,0.0002895636,0.0000708121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795617,"about_ca_system_score_gemma":0.001719119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007452533,"about_ca_topic_score_gemma":0.004758531,"domain_scores_codex":[0.9978079,0.0008483283,0.0003624679,0.000292809,0.0002110348,0.0004774233],"domain_scores_gemma":[0.9975355,0.001273364,0.0002839357,0.0001987053,0.0005699098,0.0001385712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001172319,0.0001746692,0.05427578,0.0006984776,0.0001294498,0.000001134027,0.8110517,0.0001738116,0.00001882778,0.1147505,0.002039115,0.01667484],"study_design_scores_gemma":[0.0002450132,0.00003922181,0.1673527,0.0004294062,0.0001331171,0.0000103105,0.7903439,0.0002512595,0.00003708978,0.005340179,0.03559227,0.0002255681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195418,0.009284917,0.0002104731,0.01601897,0.001641471,0.0002979613,0.00005484477,0.0000977691,0.05285177],"genre_scores_gemma":[0.9631883,0.02465751,0.001948349,0.000853816,0.0004760323,0.00002032036,0.0001877898,0.00001325649,0.008654652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130769,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1083493752230822,"score_gpt":0.4150664647635976,"score_spread":0.3067170895405154,"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."}}