{"id":"W2885188319","doi":"10.3917/rips1.hs04.0057","title":"Pour quoi fabriquer des managers réflexif ?","year":2017,"lang":"fr","type":"article","venue":"Revue internationale de psychosociologie et de gestion des comportements organisationnels","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Constitution; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001681973,0.0005037596,0.0004101741,0.0003333255,0.001848276,0.001569609,0.001280098,0.0003079751,0.005674663],"category_scores_gemma":[0.003213114,0.0005971615,0.0002122424,0.0002187289,0.0007908465,0.002864499,0.0006379485,0.0004103852,0.001267093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001703821,"about_ca_system_score_gemma":0.00014727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314409,"about_ca_topic_score_gemma":0.0004617931,"domain_scores_codex":[0.9971493,0.0001418624,0.0008093836,0.0007128667,0.0004604995,0.0007261284],"domain_scores_gemma":[0.9968323,0.0003452637,0.001199468,0.0006089282,0.0009390854,0.00007492182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003906915,0.0004698832,0.7678412,0.0007882281,0.0006409474,0.00006617555,0.0009419026,0.001931801,0.0002601963,0.1696579,0.04165337,0.01570934],"study_design_scores_gemma":[0.0009935953,0.00002243156,0.6823074,0.0008323381,0.0001793905,0.00001923898,0.0005692005,0.003448566,0.00005384851,0.2468605,0.06422315,0.0004902689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.504233,0.005621549,0.178083,0.1527124,0.005486631,0.001398808,0.00008750454,0.0005918473,0.1517853],"genre_scores_gemma":[0.932268,0.004498311,0.01194886,0.003807944,0.002207297,0.00008906006,0.0002524942,0.0001035783,0.04482444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428035,"threshold_uncertainty_score":0.999648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1002449671853618,"score_gpt":0.3260549485837541,"score_spread":0.2258099813983923,"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."}}