{"id":"W4214612186","doi":"10.52358/mm.vi9.244","title":"Évaluer des compétences : une articulation cubique","year":2022,"lang":"fr","type":"article","venue":"Médiations et médiatisations","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Valuation (finance); Library science; Philosophy; Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001489242,0.0002624206,0.0002742663,0.0002960997,0.005301183,0.0002746547,0.0004217575,0.0001144095,0.01276847],"category_scores_gemma":[0.000209529,0.0003355802,0.0002138585,0.003155693,0.0007354997,0.0009855869,0.0002137549,0.0004532411,0.0004165757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009376458,"about_ca_system_score_gemma":0.0008133829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039221,"about_ca_topic_score_gemma":0.006679001,"domain_scores_codex":[0.9955818,0.00167073,0.000615206,0.0004432754,0.00108593,0.000603057],"domain_scores_gemma":[0.9980473,0.0008173588,0.00036669,0.0003270049,0.0002464007,0.0001952248],"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":[0.00000623269,0.0007904583,0.1055338,0.00001827306,0.0001354535,0.000004751024,0.05980682,0.04810487,0.00005236476,0.7442919,0.02908722,0.01216791],"study_design_scores_gemma":[0.0006834575,0.0001317982,0.4657955,0.00002554005,0.0002398416,0.000005482364,0.03105159,0.0111293,0.00000713297,0.0637155,0.4266707,0.000544131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4344873,0.007954171,0.02446224,0.1680082,0.008517335,0.002515368,0.0009135634,0.0005709782,0.3525709],"genre_scores_gemma":[0.9339959,0.0008059284,0.01083623,0.001577763,0.0005407134,0.0006126757,0.0003756016,0.00004107134,0.05121413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6805764,"threshold_uncertainty_score":0.9999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06017867497735572,"score_gpt":0.3531760497497726,"score_spread":0.2929973747724168,"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."}}