{"id":"W1522204166","doi":"10.7202/1020681ar","title":"Le management entre tradition et renouvellement, Omar Aktouf, avec la collaboration d’Olivier Boiral, Mehran Ebrahimi, Anne-Lure Saives et Fatima-Zohra Er-Rafia, Gaëtan Morin éditeur, Montréal (Québec), 2012","year":2013,"lang":"fr","type":"article","venue":"Management international","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009461563,0.0006998222,0.0004431842,0.000357024,0.0008625264,0.001786996,0.00113222,0.0002270086,0.006467856],"category_scores_gemma":[0.00003009105,0.0007271512,0.0003310456,0.0008147563,0.0004145945,0.003688218,0.0006287298,0.0003668995,0.001671237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005784,"about_ca_system_score_gemma":0.0001368049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02181374,"about_ca_topic_score_gemma":0.02779468,"domain_scores_codex":[0.9946889,0.000509456,0.0009904989,0.001084945,0.001824957,0.0009012251],"domain_scores_gemma":[0.9981333,0.00009359233,0.0005811882,0.0004728313,0.0004095642,0.0003095413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004160456,0.0007963234,0.0003554101,0.0001432078,0.0008228323,0.00006493139,0.00449799,0.0008530385,0.00001858984,0.5159768,0.4582241,0.01820512],"study_design_scores_gemma":[0.0018892,0.0001364779,0.01360354,0.0002817214,0.0002826727,0.000005240423,0.04586471,0.001354892,0.0000192076,0.01391215,0.9218901,0.000760066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02574604,0.003213086,0.003501708,0.1797677,0.005324307,0.003341679,0.0004260279,0.0002948791,0.7783846],"genre_scores_gemma":[0.6836577,0.007347606,0.004906185,0.005224642,0.0009521699,0.0008405453,0.001253911,0.0000807914,0.2957365],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6579117,"threshold_uncertainty_score":0.999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008852423876727298,"score_gpt":0.2566805365817214,"score_spread":0.2478281127049941,"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."}}