{"id":"W7133404724","doi":"","title":"Former au management des systèmes d'information","year":2022,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004114339,0.0002220356,0.0001809179,0.000358141,0.001222815,0.0003633098,0.0003919524,0.00003701868,0.009326986],"category_scores_gemma":[0.00004368021,0.000252029,0.0001504419,0.0008290318,0.000143594,0.002415771,0.0008610541,0.0002162091,0.006539154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004480162,"about_ca_system_score_gemma":0.00004758037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001130116,"about_ca_topic_score_gemma":0.0003930321,"domain_scores_codex":[0.9985133,0.00002697776,0.0003649684,0.0002153208,0.0003425171,0.0005369577],"domain_scores_gemma":[0.9992952,0.00004087659,0.0001852682,0.0002637416,0.000189432,0.00002545964],"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":[0.00004209342,0.0002776618,0.01269221,0.001947205,0.0001455732,0.0000635894,0.001113322,0.000339948,0.00001081929,0.5348448,0.08474652,0.3637763],"study_design_scores_gemma":[0.0002064959,0.00002724812,0.01157769,0.0002038584,0.0001438011,0.00001181045,0.0046185,0.001971192,0.00002746966,0.01188298,0.9690155,0.0003134861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02419714,0.00529169,0.006886421,0.004611138,0.005463183,0.000671512,0.00004737096,0.0001474062,0.9526842],"genre_scores_gemma":[0.9215898,0.0005001863,0.0002992986,0.001239956,0.0009167247,0.0002279776,0.000118291,0.00003079999,0.07507699],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8973926,"threshold_uncertainty_score":0.9999932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878600165314775,"score_gpt":0.2322954814900661,"score_spread":0.2135094798369183,"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."}}