{"id":"W3006178432","doi":"10.4000/rechercheformation.4622","title":"Guibert, P., Dejemeppe, X., Desjardins, J. et Maulini, O. (dir.). (2019). Questionner et valoriser le métier d’enseignant. Une double contrainte en formation","year":2019,"lang":"fr","type":"article","venue":"Recherche & formation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0102049,0.001023041,0.0009848544,0.002778535,0.004514149,0.008809988,0.001821659,0.004781256,0.02864548],"category_scores_gemma":[0.02487462,0.0007562105,0.0006489191,0.003266459,0.004650928,0.009715769,0.00371712,0.007322595,0.01893163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005879781,"about_ca_system_score_gemma":0.008878775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05938666,"about_ca_topic_score_gemma":0.06970429,"domain_scores_codex":[0.9937309,0.002482647,0.0003060953,0.0006978848,0.002164106,0.0006183878],"domain_scores_gemma":[0.9823293,0.006525815,0.001527449,0.0006645694,0.006857089,0.002095774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000101183,0.0000184193,0.002928796,0.0007404975,0.00002901443,0.0001500349,0.00375885,0.00005901622,0.0004520656,0.01726553,0.8332089,0.1412877],"study_design_scores_gemma":[0.00001374835,0.00002364498,0.005245322,0.0009082641,0.00001874876,0.0002298071,0.002935437,0.00002680275,0.0002867994,0.004247082,0.9860376,0.00002687262],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00287662,0.3749266,0.004822322,0.5514555,0.03354521,0.00004636763,0.001439567,0.0003774308,0.03051042],"genre_scores_gemma":[0.09742256,0.4634393,0.01436011,0.1301474,0.02535314,0.0002900943,0.003669983,0.001328397,0.263989],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05938666,"threshold_uncertainty_score":0.118082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2999906519122065,"score_gpt":0.4676258983796399,"score_spread":0.1676352464674334,"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."}}