{"id":"W264347285","doi":"","title":"Critical Reflection by Teacher Candidates on Cases Based in their Experience: Teacher Education for Inclusive Education.","year":2004,"lang":"en","type":"article","venue":"Exceptionality education Canada","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Teacher education; Reflection (computer programming); Pedagogy; Mathematics education; Psychology; Sociology; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01613609,0.0002709437,0.0002574425,0.0008390828,0.008502117,0.004899062,0.001707579,0.004068731,0.003598214],"category_scores_gemma":[0.08282193,0.0002570515,0.0002471051,0.0007101189,0.006296847,0.002602715,0.005978813,0.006687958,0.0004872369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006443876,"about_ca_system_score_gemma":0.01483885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01088874,"about_ca_topic_score_gemma":0.02553147,"domain_scores_codex":[0.9807149,0.0147012,0.0005352665,0.0004640981,0.00176013,0.001824509],"domain_scores_gemma":[0.9404207,0.03607867,0.003051093,0.001636352,0.01007621,0.00873704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001238669,0.0003398668,0.003560969,0.0002464913,0.000007265928,0.00463167,0.8485684,0.0002008171,0.001398832,0.0096736,0.08556508,0.0456831],"study_design_scores_gemma":[0.00002650294,0.0001152068,0.004005814,0.0005976616,0.00001038219,0.001688847,0.7876032,0.0002704966,0.001470217,0.003630199,0.2005429,0.00003862519],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6216055,0.003807085,0.01170087,0.2681263,0.006870938,0.001441198,0.00008440056,0.0001374259,0.08622627],"genre_scores_gemma":[0.9656206,0.001230535,0.003623084,0.007654569,0.0003517712,0.0003630953,0.00002707691,0.00004152393,0.02108774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01613609,"threshold_uncertainty_score":0.08533686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205250473573391,"score_gpt":0.3348407306228831,"score_spread":0.3027882258871492,"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."}}