{"id":"W4238810846","doi":"10.7202/1084833ar","title":"Proposition d’une grille d’analyse des pratiques critiques d’élèves en situation de résolution de problèmes dits complexes","year":2011,"lang":"fr","type":"article","venue":"Recherches qualitatives","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01028746,0.0003113844,0.0003819285,0.000167712,0.0006042141,0.0001782703,0.0003072257,0.0004882926,0.0003903366],"category_scores_gemma":[0.006285457,0.000312265,0.0001636227,0.0007577374,0.001559519,0.001297516,0.00004718264,0.0004590169,0.00006975057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002380545,"about_ca_system_score_gemma":0.001774375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008363019,"about_ca_topic_score_gemma":0.002793695,"domain_scores_codex":[0.9845285,0.01330729,0.0006671749,0.0003971076,0.0004428908,0.0006569718],"domain_scores_gemma":[0.995512,0.003010025,0.0002734132,0.0001568238,0.0007530456,0.0002947036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003575504,0.0005224912,0.0009283976,0.0002544172,0.0001065696,0.000003176011,0.6807175,0.000001846584,0.001404777,0.2993672,0.0008342969,0.01582357],"study_design_scores_gemma":[0.0001452346,0.000261041,0.03187416,0.000620772,0.0001164681,0.000005387958,0.3241229,0.00009104719,0.009575089,0.6309825,0.001856107,0.0003493076],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7545595,0.008270243,0.1476094,0.05798465,0.0006008388,0.0009616535,0.00003146342,0.0004091134,0.02957316],"genre_scores_gemma":[0.6603387,0.00257468,0.3322754,0.0006903846,0.0003751596,0.0001118619,0.00003434497,0.0000287821,0.00357065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565946,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2866321081327033,"score_gpt":0.4643645192065266,"score_spread":0.1777324110738233,"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."}}