{"id":"W2560652360","doi":"10.7202/1038139ar","title":"Le maître cultivé : Sa définition et ses implications pour une modélisation","year":2016,"lang":"fr","type":"article","venue":"Phronesis","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; 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":[0.001146061,0.000157395,0.0001608516,0.00007559748,0.0008047185,0.00004338467,0.0001959417,0.0002016098,0.0003886896],"category_scores_gemma":[0.0005191918,0.0001491934,0.0001054663,0.0004447985,0.0009029194,0.0006651983,0.00002235068,0.00009260279,0.0005137298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001996889,"about_ca_system_score_gemma":0.000920167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002566909,"about_ca_topic_score_gemma":0.000712372,"domain_scores_codex":[0.9980475,0.0007854448,0.0002895572,0.0003488964,0.0001912414,0.0003373767],"domain_scores_gemma":[0.9973996,0.001778049,0.0002105834,0.0002105095,0.0002845973,0.0001166031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002606975,0.0002531564,0.006114903,0.00002302858,0.00003360075,1.081925e-7,0.01880745,0.00001791394,0.001828528,0.9369888,0.01047467,0.02545523],"study_design_scores_gemma":[0.001134457,0.00007118332,0.3247152,0.0002630958,0.0001877885,0.000005348478,0.1045659,0.00006637059,0.0007314061,0.3762398,0.1912989,0.0007205597],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1238381,0.001578146,0.02195102,0.7783811,0.001726227,0.0003248572,0.0001766357,0.0001434031,0.07188054],"genre_scores_gemma":[0.9788425,0.002993984,0.002793843,0.0008953887,0.002070033,0.000146083,0.00007985751,0.00002393086,0.01215439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8550044,"threshold_uncertainty_score":0.6603129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2773120171436777,"score_gpt":0.4566742557567761,"score_spread":0.1793622386130984,"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."}}