{"id":"W2973030219","doi":"","title":"Universal Design on University Campuses: A Literature Review","year":2019,"lang":"en","type":"review","venue":"Scholarship@Western (Western University)","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University; University of Manitoba","funders":"","keywords":"Universal design; Higher education; Face (sociological concept); Inclusion (mineral); Quality (philosophy); Point (geometry); Pedagogy; Disabled people; Medical education; Psychology; Commission; Sociology; Public relations; Political science; Engineering; Medicine; Social science; Social psychology; Applied psychology","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":[0.006998955,0.00108779,0.003473032,0.01019364,0.001109538,0.003072013,0.001786961,0.002074158,0.005587251],"category_scores_gemma":[0.02888332,0.0009354945,0.003271716,0.01151316,0.001231224,0.00333948,0.002205778,0.001372518,0.0005345484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003558611,"about_ca_system_score_gemma":0.01372564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008573391,"about_ca_topic_score_gemma":0.01950491,"domain_scores_codex":[0.9946628,0.002018522,0.001512852,0.0003864527,0.001226665,0.0001926709],"domain_scores_gemma":[0.970329,0.0241724,0.002212156,0.0005466442,0.002414453,0.0003253918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000838511,0.00006579715,0.0005523574,0.6611557,0.0009589868,0.0001611508,0.0009990004,0.0001944384,0.0002356792,0.002135377,0.0050455,0.3284121],"study_design_scores_gemma":[0.00003459891,0.0001458074,0.002655658,0.867049,0.004185382,0.0005817813,0.001396292,0.00007735402,0.0002352744,0.001033676,0.1225692,0.00003596164],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000389825,0.9986009,0.0001334189,0.0001814629,0.00007679133,0.00006296018,0.00004665547,0.000005474602,0.0005025057],"genre_scores_gemma":[0.003733281,0.9955038,0.0003721858,0.0001704901,0.00002838934,0.00008496612,0.00003302058,0.0000026983,0.00007113655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01019364,"threshold_uncertainty_score":0.03701448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2740880763079488,"score_gpt":0.4215189433071469,"score_spread":0.1474308669991981,"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."}}