{"id":"W4224244032","doi":"10.3389/feduc.2022.890832","title":"Facilitating Research-Informed Educational Practice for Inclusion. Survey Findings From 147 Teachers and School Leaders in England","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Inclusion (mineral); Context (archaeology); Psychology; Psychological intervention; Medical education; Converse; Educational research; Pedagogy; Public relations; Political science; Social psychology; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03882767,0.0002248876,0.0005320921,0.002265305,0.003558135,0.005018568,0.001083147,0.001599734,0.002220801],"category_scores_gemma":[0.1006622,0.000981112,0.000358292,0.002017229,0.002885222,0.003925411,0.008470741,0.002035954,0.0005102676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003391548,"about_ca_system_score_gemma":0.01056573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0121605,"about_ca_topic_score_gemma":0.02044835,"domain_scores_codex":[0.952592,0.03401985,0.004191686,0.001147276,0.005042728,0.00300648],"domain_scores_gemma":[0.853687,0.09879658,0.02105108,0.00526695,0.01201798,0.009180296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006109569,0.0001485321,0.1740931,0.00127329,0.00001527998,0.00133166,0.7765881,0.000049969,0.001849702,0.001142135,0.002993207,0.04045406],"study_design_scores_gemma":[0.00002584427,0.0002561981,0.17025,0.0009499073,0.00001296901,0.0009010381,0.7886497,0.0001701553,0.000554169,0.000612693,0.03757263,0.00004468394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845095,0.001157996,0.001105459,0.008831859,0.00003914637,0.0004607522,0.0002395418,0.00002320272,0.003632517],"genre_scores_gemma":[0.9937783,0.0008230147,0.002521086,0.001321841,0.00002423891,0.0006815494,0.0001225199,0.00001049717,0.0007168822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03882767,"threshold_uncertainty_score":0.2053428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09114733961457532,"score_gpt":0.4441014175827047,"score_spread":0.3529540779681293,"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."}}