{"id":"W4253029367","doi":"10.4000/ries.4527","title":"Formation professionnelle et employabilité","year":2016,"lang":"fr","type":"paratext","venue":"Revue internationale d éducation de Sèvres","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002068776,0.0004590867,0.0004567954,0.00035985,0.0006385965,0.0002341608,0.0009356203,0.0006229324,0.05307343],"category_scores_gemma":[0.001775572,0.0004451917,0.0003406343,0.0005234758,0.0005010685,0.001083594,0.0001217346,0.0005430365,0.0267555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789518,"about_ca_system_score_gemma":0.002553005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160867,"about_ca_topic_score_gemma":0.002738041,"domain_scores_codex":[0.9948634,0.001860903,0.001137443,0.0007744056,0.0007170084,0.0006468515],"domain_scores_gemma":[0.9952577,0.001587373,0.0009037628,0.0006544581,0.00122514,0.0003715869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005248198,0.001208284,0.0147765,0.0008623781,0.0001422657,0.000001572189,0.08120464,0.0001348388,0.0002211808,0.1985625,0.6780525,0.02478079],"study_design_scores_gemma":[0.0003170453,0.00004760114,0.02031484,0.001277162,0.00004389974,0.00001524721,0.002323178,0.00007364318,0.0002163803,0.02296907,0.9518603,0.0005416414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2502289,0.002310171,0.009352033,0.2331896,0.0340741,0.002094838,0.0005304367,0.0002506378,0.4679694],"genre_scores_gemma":[0.2550288,0.002514398,0.001288121,0.001310533,0.003547759,0.0005661142,0.000579038,0.00006497938,0.7351003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2738078,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0901330473769136,"score_gpt":0.4030655830881442,"score_spread":0.3129325357112306,"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."}}