{"id":"W2935946128","doi":"10.4000/activites.3995","title":"Les enseignants de la formation professionnelle : leur travail, leur réalité","year":2019,"lang":"fr","type":"article","venue":"Activites","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002525207,0.0001539219,0.0001841142,0.00006379894,0.0006274607,0.00006251417,0.0001790743,0.0003341898,0.0008564318],"category_scores_gemma":[0.0005814241,0.0001562379,0.00008749281,0.0002472376,0.0006505306,0.0008772496,0.00002580322,0.0003087449,0.0003035811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744676,"about_ca_system_score_gemma":0.0003556099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001730341,"about_ca_topic_score_gemma":0.0001058553,"domain_scores_codex":[0.9969226,0.001985579,0.000222877,0.0002379236,0.0002255238,0.0004055003],"domain_scores_gemma":[0.9960831,0.003381335,0.0001944681,0.0001517259,0.00009532653,0.00009404619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001539666,0.0005644565,0.2035827,0.0002563341,0.0000848418,0.000001372574,0.5981098,0.0000608226,0.005961267,0.08957087,0.009186906,0.09260521],"study_design_scores_gemma":[0.000597298,0.0001283813,0.2805238,0.0003927164,0.0000630447,0.00001965249,0.6059285,0.0004713149,0.001465257,0.01260451,0.0973109,0.0004946753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616997,0.001867227,0.0002267121,0.007824429,0.002036403,0.0002625721,0.00001106001,0.00005594454,0.02601596],"genre_scores_gemma":[0.9630608,0.0007670699,0.0006782349,0.0002301154,0.001259004,0.00003390641,0.00002240713,0.0000186357,0.03392984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09211054,"threshold_uncertainty_score":0.9377328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208513335488126,"score_gpt":0.4379931656560545,"score_spread":0.2294798301679285,"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."}}