{"id":"W2161268692","doi":"10.7202/1003534ar","title":"L’apprentissage de la mode comme solution à l’insertion ?","year":2011,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007175699,0.0002792627,0.0002797513,0.00003160925,0.0008180387,0.0001499368,0.0002637219,0.0005484487,0.02118528],"category_scores_gemma":[0.0001090734,0.0002510639,0.0003196242,0.00002857547,0.001641577,0.0003973645,0.0001070949,0.0006794193,0.0005468193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001938131,"about_ca_system_score_gemma":0.00008056347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000659516,"about_ca_topic_score_gemma":0.00007836382,"domain_scores_codex":[0.9976869,0.001011826,0.0003039838,0.0002894531,0.0001418678,0.000566036],"domain_scores_gemma":[0.9991864,0.0002539639,0.0001541301,0.0002112568,0.0000833283,0.0001109537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002519006,0.0003659003,0.0002459682,0.0000735297,0.0001210459,0.00001473131,0.1253046,0.000006449198,0.0005479084,0.7903432,0.07172268,0.01122878],"study_design_scores_gemma":[0.001387805,0.0003670819,0.01032882,0.0002290342,0.0002551409,0.00002329173,0.1951046,0.0007929439,0.0005404902,0.596175,0.1938124,0.0009833424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2628687,0.004605982,0.0005672306,0.01327449,0.005242624,0.0003346163,0.0002100505,0.0005016361,0.7123947],"genre_scores_gemma":[0.958627,0.004634595,0.0004293604,0.001097271,0.0004627894,0.00004320901,0.00009792922,0.00003162185,0.03457617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6957583,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.534587834659594,"score_gpt":0.4667344503648838,"score_spread":0.06785338429471022,"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."}}