{"id":"W2208077141","doi":"10.4000/transposition.1153","title":"« Au chef, il faut des hommes et aux hommes, un chef »","year":2015,"lang":"fr","type":"article","venue":"Transposition","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001631522,0.0005152657,0.0004098211,0.0007504956,0.008691814,0.005311157,0.0005855935,0.001571191,0.01986227],"category_scores_gemma":[0.003260256,0.0002556301,0.0002999282,0.0008823852,0.008060847,0.003448067,0.003015262,0.003328734,0.002739751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002682621,"about_ca_system_score_gemma":0.002816333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03014392,"about_ca_topic_score_gemma":0.04960612,"domain_scores_codex":[0.9988309,0.0004461948,0.00002947297,0.0001757815,0.0002255455,0.0002920794],"domain_scores_gemma":[0.9991562,0.0002868638,0.0001105463,0.00007574851,0.000179059,0.0001915437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002419479,0.00007867246,0.01936699,0.0005256525,0.00006022709,0.001693638,0.4714417,0.0002213617,0.002884496,0.3090874,0.0531222,0.1412758],"study_design_scores_gemma":[0.00002394765,0.00013033,0.02784381,0.000517656,0.00002328827,0.0008847241,0.1681904,0.0001515188,0.0007819012,0.01793567,0.7834572,0.00005952559],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4640803,0.01319657,0.01022052,0.03854841,0.002539714,0.0001770168,0.0005789192,0.000199451,0.470459],"genre_scores_gemma":[0.864451,0.003852273,0.002465463,0.003929213,0.0004046298,0.00008841627,0.0001493214,0.0000790846,0.1245805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03014392,"threshold_uncertainty_score":0.06644589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3128675813567872,"score_gpt":0.4543660439573587,"score_spread":0.1414984626005715,"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."}}