{"id":"W4388405072","doi":"","title":"Scolaire, non scolaire ?","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00167785,0.00029868,0.0004570845,0.001040671,0.004148875,0.007137404,0.0007682787,0.002150814,0.02973725],"category_scores_gemma":[0.005609951,0.000227281,0.0003349536,0.001174001,0.0126444,0.0081708,0.003142713,0.002740812,0.004579036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188076,"about_ca_system_score_gemma":0.002074706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006335865,"about_ca_topic_score_gemma":0.009012811,"domain_scores_codex":[0.9985579,0.0004543762,0.00004865217,0.0003154611,0.0002815475,0.0003421068],"domain_scores_gemma":[0.9979296,0.0006630428,0.0002761195,0.0002821213,0.0004388407,0.0004102853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005574182,0.00002923899,0.002515432,0.00009664537,0.000009394132,0.000516613,0.005623475,0.00005582118,0.0003006318,0.9484988,0.01673968,0.02555851],"study_design_scores_gemma":[0.00002976375,0.00003402584,0.005607997,0.0003737714,0.00001372732,0.001785611,0.02332273,0.0003892526,0.0005459187,0.5246819,0.4431838,0.00003168592],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07472821,0.007027645,0.007130299,0.06168141,0.001147066,0.00003960278,0.0001964745,0.00006449319,0.847985],"genre_scores_gemma":[0.8122231,0.005198083,0.002471173,0.007268635,0.0007610039,0.00005546946,0.0002175471,0.0001301562,0.1716748],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02973725,"threshold_uncertainty_score":0.09948099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102420042895266,"score_gpt":0.3590342704889457,"score_spread":0.2566142275936797,"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."}}