{"id":"W3092120137","doi":"10.6000/2292-2598.2020.08.03.36","title":"The Pedagogical Conditions for Reflexive Culture Improvement of Future Teachers","year":2020,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflexivity; Sociology; Pedagogy; Mathematics education; Psychology; Social 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":[0.007106801,0.0002093802,0.0002872449,0.0009009668,0.003119722,0.004511214,0.0005128234,0.0009895548,0.004771222],"category_scores_gemma":[0.01795076,0.0003210442,0.0003956271,0.0004519164,0.004664994,0.002208127,0.003493632,0.001595102,0.0007049657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002055834,"about_ca_system_score_gemma":0.007193771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009823954,"about_ca_topic_score_gemma":0.001458445,"domain_scores_codex":[0.9926317,0.005000959,0.0003643358,0.0005108705,0.0007674175,0.0007247914],"domain_scores_gemma":[0.9828283,0.008079761,0.002293636,0.002062849,0.002758658,0.001976668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002999309,0.001550228,0.06794473,0.00106307,0.00004551679,0.001946895,0.5830534,0.000629999,0.03414979,0.1047755,0.003307864,0.2012331],"study_design_scores_gemma":[0.0001806347,0.0009454583,0.1684271,0.0008940704,0.0001046405,0.002510086,0.6325726,0.001399477,0.02687107,0.05441156,0.1115577,0.000125596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504575,0.000865187,0.02732294,0.007894965,0.000124389,0.000652481,0.00007110759,0.0002446221,0.1123667],"genre_scores_gemma":[0.9918262,0.0001505379,0.00562977,0.0001361849,0.00001248201,0.0001855394,0.00001210941,0.00001445122,0.002032749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007106801,"threshold_uncertainty_score":0.03758478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1557331345772252,"score_gpt":0.401630677244946,"score_spread":0.2458975426677208,"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."}}