{"id":"W3093851581","doi":"10.46679/isbn978819484832513","title":"Integrating Universal Design for Learning in Schools: Implications for Teacher Training, Leadership and Professional Development","year":2020,"lang":"en","type":"book-chapter","venue":"CSMFL Publications eBooks","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Universal Design for Learning; Inclusion (mineral); Professional development; Promotion (chess); Pedagogy; Process (computing); Engineering ethics; Political science; Mathematics education; Sociology; Psychology; Engineering; Computer science; Social science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227101,0.0002151921,0.0002448392,0.0002413409,0.0009388396,0.0001989573,0.0003173704,0.000283443,0.0000961918],"category_scores_gemma":[0.001310452,0.0002361939,0.00008433932,0.00005987379,0.0002659813,0.0001432584,0.00004489936,0.0004430711,0.00001171518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005030163,"about_ca_system_score_gemma":0.003605426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002563266,"about_ca_topic_score_gemma":0.0005072227,"domain_scores_codex":[0.9984373,0.0001042602,0.000438983,0.0005141399,0.0001698695,0.0003354583],"domain_scores_gemma":[0.9984424,0.0005842673,0.0002390908,0.0001800844,0.0003127723,0.0002414025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001313381,0.00003995936,0.0003118827,0.00004299281,0.00003285032,1.83628e-8,0.03624923,0.000002549285,0.000009609637,0.8791481,0.0127427,0.07140693],"study_design_scores_gemma":[0.0003122443,0.00003450598,0.0004637601,0.0001188704,0.00002681276,2.868468e-7,0.02750714,0.00005253301,0.000004068069,0.0381119,0.9330862,0.0002817152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001593644,0.000147401,0.04331534,0.1125006,0.000427115,0.007113204,0.00005889203,0.0004531319,0.835825],"genre_scores_gemma":[0.01834898,0.000005818684,0.02915812,0.0005469763,0.0002863352,0.002061015,0.000320796,0.00006158866,0.9492104],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9203435,"threshold_uncertainty_score":0.9631708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3265049967945072,"score_gpt":0.3829326082101475,"score_spread":0.05642761141564023,"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."}}