{"id":"W1951177379","doi":"10.3917/graph.051.0065","title":"Ces étudiants à risque de dépression","year":2015,"lang":"fr","type":"article","venue":"Sociographe","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001757549,0.0003435093,0.0006239265,0.001985394,0.002589464,0.001288445,0.0004247214,0.0008357952,0.004636231],"category_scores_gemma":[0.005772431,0.000416106,0.0006164153,0.00200021,0.0005843811,0.0007634676,0.0007930033,0.001108203,0.0007259972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121419,"about_ca_system_score_gemma":0.001390465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1027098,"about_ca_topic_score_gemma":0.1371591,"domain_scores_codex":[0.9988295,0.0003669426,0.0001517523,0.0001447835,0.0002536524,0.0002534251],"domain_scores_gemma":[0.9972376,0.0008531312,0.000588001,0.0001853388,0.0008560085,0.0002798628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003476851,0.0002192316,0.9525557,0.0002685562,0.0001382039,0.002645618,0.01480811,0.00004948688,0.002477864,0.0003332138,0.001922525,0.0242339],"study_design_scores_gemma":[0.00003798045,0.0003362978,0.9776592,0.0001790285,0.00009290435,0.001613133,0.009902566,0.00009082226,0.0007095635,0.0002047523,0.009146802,0.00002707569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879029,0.003579858,0.000593589,0.0007638301,0.00007547688,0.0002522491,0.0008329712,0.00001307131,0.005985937],"genre_scores_gemma":[0.9760295,0.006093851,0.001264892,0.001540757,0.0001159125,0.0005189758,0.001049608,0.00001436762,0.0133723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1027098,"threshold_uncertainty_score":0.2042239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107942641527863,"score_gpt":0.4600585949832706,"score_spread":0.3492643308304842,"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."}}