{"id":"W3204636922","doi":"10.3917/es.046.0057","title":"L’accès à la formation professionnelle sous un régime de reprofessionnalisation","year":2021,"lang":"fr","type":"article","venue":"Education et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006666461,0.0002480539,0.0002639251,0.0001025118,0.001543917,0.0001564541,0.000270547,0.0006368846,0.007661724],"category_scores_gemma":[0.003467835,0.0002922149,0.0001859079,0.0007908759,0.0006523232,0.001329033,0.00006429654,0.0006446746,0.0002624504],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006757494,"about_ca_system_score_gemma":0.007448057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002634589,"about_ca_topic_score_gemma":0.00005361081,"domain_scores_codex":[0.9915766,0.006308263,0.0006215221,0.000493497,0.0004652042,0.0005349012],"domain_scores_gemma":[0.995636,0.002304666,0.0005115849,0.0003832484,0.0009184001,0.0002460754],"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":[0.000005719196,0.001271625,0.002270377,0.0001671352,0.00006974755,0.000001386743,0.3223524,0.00003282008,0.0003415051,0.4834848,0.09842225,0.0915802],"study_design_scores_gemma":[0.0003464263,0.00001945199,0.01023146,0.0003602332,0.00008757441,0.00002843824,0.597946,0.0001442044,0.0005098814,0.1217674,0.2682206,0.0003383399],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.167023,0.01333063,0.007169803,0.5760275,0.04652049,0.000759233,0.00002918824,0.0002351373,0.188905],"genre_scores_gemma":[0.8914691,0.008282124,0.01504927,0.00550474,0.006215381,0.000316644,0.0006711585,0.00005103813,0.07244059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.724446,"threshold_uncertainty_score":0.999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3570230148991384,"score_gpt":0.5704044970220937,"score_spread":0.2133814821229553,"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."}}