{"id":"W4366816524","doi":"10.37571/2023.02","title":"Formation professionnelle : métier, personnel formateur et personnes apprenties","year":2023,"lang":"fr","type":"paratext","venue":"Didactique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Environmental health; Medicine","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003551581,0.0005518108,0.0005976685,0.0003093613,0.002457248,0.000227816,0.0006011044,0.00110712,0.002853049],"category_scores_gemma":[0.0009642514,0.0005584494,0.0003649908,0.0007611901,0.001079053,0.001570896,0.0001131781,0.001113001,0.01046615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453066,"about_ca_system_score_gemma":0.0008580856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001089262,"about_ca_topic_score_gemma":0.0005612975,"domain_scores_codex":[0.9948673,0.0023138,0.0007251445,0.0005985243,0.000609134,0.0008861182],"domain_scores_gemma":[0.9959112,0.002313399,0.0007643096,0.0003230496,0.0004679041,0.0002201555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001096934,0.0001559133,0.0002172692,0.0006183598,0.0001110781,0.000001018261,0.6829867,0.0000679636,0.00003701575,0.06049448,0.2543988,0.0009004255],"study_design_scores_gemma":[0.0002480835,0.00005401409,0.0007192616,0.0005091319,0.00006070477,0.000005834086,0.7225951,0.0004340466,0.00004968901,0.001694219,0.273107,0.0005229809],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3076845,0.004613865,0.003788728,0.06161364,0.07231312,0.002770143,0.0005346282,0.0007737431,0.5459076],"genre_scores_gemma":[0.5205555,0.01713585,0.001043197,0.001042512,0.008951489,0.0008124665,0.002531571,0.0001398742,0.4477876],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.212871,"threshold_uncertainty_score":0.9996867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2353454515516358,"score_gpt":0.4611620393011541,"score_spread":0.2258165877495183,"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."}}