{"id":"W4375933479","doi":"10.52534/msu-pp.6(1).2020.116-124","title":"Comparative Analysis of the Development of Inclusive Teacher Education System on the Example of the USA and Canada","year":2020,"lang":"en","type":"article","venue":"Scientific Bulletin of Mukachevo State University Series “Pedagogy and Psychology”","topic":"Education and Social Development in Ukraine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Context (archaeology); Inclusion (mineral); Government (linguistics); Special education; Relevance (law); Pedagogy; Teacher education; Political science; Mainstreaming; Mathematics education; Sociology; Psychology; Geography; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007838119,0.0000714794,0.0002142424,0.00006291461,0.000836821,0.000008282947,0.0003641204,0.00004692782,0.0002038843],"category_scores_gemma":[0.00008467116,0.00004779414,0.00004484981,0.0006532631,0.001744621,0.00002220111,0.0001168834,0.00009875331,5.278948e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006482012,"about_ca_system_score_gemma":0.001582982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1079394,"about_ca_topic_score_gemma":0.4187387,"domain_scores_codex":[0.998689,0.0005230571,0.0002233369,0.0001883096,0.0002728225,0.0001034678],"domain_scores_gemma":[0.9989838,0.0001796502,0.0003628649,0.0001696685,0.0002553073,0.0000487351],"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":[0.000167445,0.0001846535,0.09045187,0.00009224811,0.0005094485,2.05218e-7,0.8340059,0.0000284908,0.0003754416,0.04625943,0.02649102,0.00143386],"study_design_scores_gemma":[0.0001280204,0.00001814493,0.3313437,0.00002678261,0.00009519548,1.299613e-7,0.2521336,0.000003042331,0.0005070696,0.00004455313,0.4156331,0.00006660317],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654275,0.00003370062,0.00001019766,0.01725178,0.0003527445,0.0002081562,0.0000385071,0.000002584716,0.01667479],"genre_scores_gemma":[0.9935794,0.00001699864,0.0001124906,0.0002232667,0.000006612061,7.588898e-7,0.000004896124,0.000001439322,0.006054154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5818723,"threshold_uncertainty_score":0.898001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429268851714074,"score_gpt":0.315318319223016,"score_spread":0.2710256307058753,"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."}}