{"id":"W2286719841","doi":"","title":"CBMMÉDIA : ANALYSE CRITIQUE DU DÉVELOPPEMENT D'UN OUTIL MULTIMÉDIA EN CONTRÔLE DE GESTION","year":2000,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Supporter; Art; Geography","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":[],"category_scores_codex":[0.01143444,0.00054715,0.0005743846,0.0003046127,0.001245166,0.0004570152,0.001643438,0.001272052,0.00327258],"category_scores_gemma":[0.004917679,0.0006402453,0.00037985,0.0008986589,0.001031682,0.0002875803,0.00041224,0.001432595,0.0004405024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001255193,"about_ca_system_score_gemma":0.001380007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02102197,"about_ca_topic_score_gemma":0.0222303,"domain_scores_codex":[0.980948,0.01561707,0.0009778638,0.001078619,0.0006143756,0.0007640838],"domain_scores_gemma":[0.9919778,0.002624381,0.0006927812,0.001663295,0.002622831,0.0004189467],"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":[0.00002554476,0.001928376,0.02943874,0.00008554049,0.000244286,0.00001122392,0.09130103,0.0001390416,0.001412192,0.5455601,0.005504231,0.3243497],"study_design_scores_gemma":[0.00358502,0.000005666691,0.2266551,0.00602599,0.0009432862,0.00006812327,0.02200883,0.0574717,0.08920735,0.1083267,0.4823961,0.003306127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4527746,0.002404604,0.08744955,0.362106,0.0009370373,0.00109819,0.000082239,0.0006341494,0.09251363],"genre_scores_gemma":[0.8896384,0.01054806,0.06852466,0.0006908896,0.0001328695,0.0002855358,0.0005522674,0.00005722808,0.02957014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4768919,"threshold_uncertainty_score":0.9996049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01911250440816433,"score_gpt":0.2846895814894206,"score_spread":0.2655770770812563,"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."}}