{"id":"W2497172219","doi":"10.15405/epsbs.2016.07.68","title":"Faculty Attitudes Towards Students with Disabilities in Russian Universities: A Glance at Western Siberia","year":2016,"lang":"en","type":"article","venue":"The European Proceedings of Social & Behavioural Sciences","topic":"Inclusion and Disability in Education and Sport","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Inclusion (mineral); Quarter (Canadian coin); Psychology; Medical education; Work (physics); Higher education; Positive attitude; Pedagogy; Political science; Developmental psychology; Social psychology; Medicine; Engineering; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178445,0.0002511331,0.000359927,0.001167343,0.006041331,0.002028608,0.0003345981,0.0006271887,0.004087369],"category_scores_gemma":[0.001625348,0.0002004633,0.0002236056,0.001298088,0.001921682,0.0007267777,0.002336622,0.000764551,0.0004931918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887177,"about_ca_system_score_gemma":0.002400581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03659948,"about_ca_topic_score_gemma":0.06267185,"domain_scores_codex":[0.9993756,0.0002046395,0.00004031355,0.00004767006,0.0001297111,0.0002020797],"domain_scores_gemma":[0.9986416,0.0001590695,0.0003613331,0.00002553372,0.0001764216,0.0006361529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001076901,0.0002594368,0.4683074,0.0001471283,0.00002909663,0.001397755,0.5044565,0.00006095471,0.002978177,0.0005074008,0.001503613,0.02024474],"study_design_scores_gemma":[0.000004033535,0.0001160609,0.5387082,0.000110522,0.00001630629,0.0004051183,0.4555071,0.00004267103,0.0003450671,0.0000777621,0.004649249,0.00001787861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981659,0.0002014757,0.00001342238,0.0004000524,0.00001169277,0.000002068082,0.00000967228,0.000001825774,0.00119396],"genre_scores_gemma":[0.9987001,0.0003024889,0.00001418162,0.0001694774,0.0000086714,0.000003045362,0.000009602787,0.000001496615,0.0007908968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03659948,"threshold_uncertainty_score":0.07277292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05224058757557624,"score_gpt":0.3627040212301408,"score_spread":0.3104634336545646,"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."}}