{"id":"W4410807556","doi":"10.4000/14120","title":"Enseigner les outils de gestion : proposition d’une méthode pédagogique de dissection","year":2025,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.001240357,0.0002490125,0.00029664,0.00005056882,0.001209282,0.0002091706,0.0003486372,0.0005749723,0.0001239812],"category_scores_gemma":[0.0004978621,0.0002714777,0.0001681003,0.001104626,0.0008060197,0.0005655968,0.00003623698,0.0004581354,0.00003166263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001168476,"about_ca_system_score_gemma":0.0016624,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05651158,"about_ca_topic_score_gemma":0.04976917,"domain_scores_codex":[0.9973199,0.0005606439,0.0003646224,0.0005004563,0.0003483534,0.0009060059],"domain_scores_gemma":[0.9989992,0.0002446928,0.0002510253,0.0002054283,0.0001837709,0.000115875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006813472,0.0002055453,0.007501596,0.00007579337,0.00002514163,0.00003300957,0.01088512,0.0005529184,0.001982154,0.5137057,0.009650674,0.4553142],"study_design_scores_gemma":[0.0009736748,0.0003232779,0.5142758,0.001273394,0.0001507636,0.00001393593,0.01456593,0.004210575,0.002999444,0.1503801,0.3100589,0.0007741919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7282176,0.01471842,0.09531255,0.09727069,0.003583357,0.0008636483,0.00009445826,0.0001846754,0.05975459],"genre_scores_gemma":[0.9119759,0.003659527,0.001463722,0.000431463,0.0007217143,0.00008811369,0.00000588914,0.00001207491,0.08164161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5067742,"threshold_uncertainty_score":0.9999737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226157962430654,"score_gpt":0.3228973066272409,"score_spread":0.2806357270029343,"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."}}