{"id":"W3041477028","doi":"10.1177/1478210320940206","title":"Belief without evidence? A policy research note on Universal Design for Learning","year":2020,"lang":"en","type":"article","venue":"Policy Futures in Education","topic":"Reading and Literacy Development","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Universal Design for Learning; Engineering ethics; Intervention (counseling); Management science; Psychology; Pedagogy; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.548613,0.00245112,0.008233313,0.007014439,0.01203086,0.04937683,0.01171984,0.1068582,0.01672172],"category_scores_gemma":[0.5969241,0.003862802,0.007670178,0.008387065,0.07872198,0.1081901,0.02547412,0.0849361,0.004837325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04047656,"about_ca_system_score_gemma":0.1773731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254757,"about_ca_topic_score_gemma":0.007842888,"domain_scores_codex":[0.4468316,0.4213817,0.02938907,0.03204085,0.05545701,0.0148997],"domain_scores_gemma":[0.1152741,0.8158892,0.01563822,0.02147857,0.0222557,0.009464239],"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":[0.0003016784,0.0002802921,0.0006014664,0.005258641,0.0001481081,0.0004553584,0.00394944,0.001023572,0.0003015044,0.88376,0.06679489,0.03712502],"study_design_scores_gemma":[0.0007295412,0.000738296,0.0006287799,0.03068439,0.0001892975,0.0004956883,0.006699657,0.002069767,0.0006627612,0.598858,0.3579699,0.0002739176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004854923,0.01179946,0.005323865,0.97408,0.004103308,0.0002254481,0.0000501718,0.00005058705,0.003881688],"genre_scores_gemma":[0.03529612,0.01451926,0.03216334,0.9076402,0.004847889,0.002172141,0.0001042863,0.00009412551,0.003162629],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.548613,"threshold_uncertainty_score":0.5566406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1584197416781922,"score_gpt":0.4979732273758294,"score_spread":0.3395534856976373,"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."}}