{"id":"W2953667564","doi":"10.36021/jethe.v2i1.17","title":"Universal Design for Learning (UDL)","year":2019,"lang":"en","type":"article","venue":"Journal of Effective Teaching in Higher Education","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Durham College","funders":"","keywords":"Universal Design for Learning; Context (archaeology); Psychology; Mathematics education; Computer science; Medical education; Medicine; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01455255,0.0009134023,0.0005727079,0.001971583,0.001152967,0.003810157,0.001924367,0.00165089,0.0263715],"category_scores_gemma":[0.04329464,0.0008413927,0.00121863,0.001437729,0.002164545,0.003184697,0.005710375,0.002198811,0.007790077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511987,"about_ca_system_score_gemma":0.003371993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001406659,"about_ca_topic_score_gemma":0.001541036,"domain_scores_codex":[0.9855272,0.00685914,0.001463559,0.001142572,0.004413594,0.0005939397],"domain_scores_gemma":[0.9760946,0.0108683,0.001335503,0.006587739,0.004344023,0.0007698697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000343611,0.0002379668,0.001747468,0.003307031,0.00006997739,0.0001928173,0.004605395,0.00229357,0.008375457,0.1693045,0.04996742,0.7595548],"study_design_scores_gemma":[0.000190823,0.0004936645,0.001570729,0.001366967,0.00006329683,0.0006534923,0.0005567604,0.004020802,0.006575658,0.05868808,0.925731,0.000088719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00627006,0.001775359,0.9006519,0.001645704,0.0006667353,0.002914659,0.001030363,0.01006994,0.0749753],"genre_scores_gemma":[0.06078022,0.001054336,0.9073558,0.001236824,0.0001217223,0.005979252,0.001023143,0.002045805,0.02040287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0263715,"threshold_uncertainty_score":0.08822149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04929686000973778,"score_gpt":0.4069857702488785,"score_spread":0.3576889102391407,"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."}}