{"id":"W4289020837","doi":"","title":"Le numérique, une baguette magique pour l'évaluation ?","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Saint-Laurent","funders":"","keywords":"Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03822551,0.001218746,0.002403894,0.006176395,0.003708949,0.02384829,0.002170758,0.007178863,0.02654796],"category_scores_gemma":[0.107035,0.0003470241,0.0007518661,0.005995085,0.01510085,0.02851625,0.005113353,0.006063413,0.003251474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167984,"about_ca_system_score_gemma":0.01439021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02237999,"about_ca_topic_score_gemma":0.01279062,"domain_scores_codex":[0.9670759,0.02140637,0.001289728,0.001619066,0.007572076,0.001036871],"domain_scores_gemma":[0.9430445,0.03663535,0.0020001,0.003324647,0.0124977,0.00249773],"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":[0.0002155048,0.00006460559,0.001519682,0.0009819524,0.00006002076,0.00005817223,0.002453954,0.0007193176,0.0002357274,0.7483496,0.07854181,0.1667996],"study_design_scores_gemma":[0.0001357765,0.0001458297,0.006836296,0.00459139,0.00005822947,0.0002281222,0.008183228,0.002589446,0.0003922983,0.4726021,0.5041351,0.0001021902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01307199,0.1363447,0.03065974,0.6024855,0.01582062,0.0001185116,0.0007289242,0.000308696,0.2004613],"genre_scores_gemma":[0.682739,0.09383879,0.04554445,0.03806219,0.02300236,0.001492234,0.0008141146,0.001026072,0.1134808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03822551,"threshold_uncertainty_score":0.2021583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08082492695293804,"score_gpt":0.3498625935140688,"score_spread":0.2690376665611308,"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."}}