{"id":"W4406886482","doi":"10.5206/cjsotlrcacea.2024.3.16911","title":"Inclusive Online Nursing Education: Learner Perceptions of Universal Design for Learning Approaches","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Health Education and Validation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University; Trent University","funders":"","keywords":"Universal Design for Learning; Universal design; Online learning; Perception; Nurse education; Psychology; Pedagogy; Nursing; Medical education; Medicine; Computer science; Multimedia; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01000709,0.00006823889,0.00009778259,0.0001846514,0.008417881,0.0002975111,0.0002056923,0.00007200363,0.00003221583],"category_scores_gemma":[0.004197548,0.00004862996,0.00008059452,0.0001501294,0.0002700897,0.0002680578,0.000005677991,0.001528774,8.127842e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002891671,"about_ca_system_score_gemma":0.003821276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007051388,"about_ca_topic_score_gemma":0.004681759,"domain_scores_codex":[0.9976795,0.001657424,0.0001959307,0.0000982752,0.0001438076,0.0002250337],"domain_scores_gemma":[0.997609,0.00185391,0.0001412002,0.00006117894,0.0001359363,0.0001988103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002724348,0.00003163293,0.001956085,0.00007512034,0.00006034894,1.781273e-7,0.3476941,0.01193175,0.00006654747,0.07410397,0.0007949143,0.5632581],"study_design_scores_gemma":[0.0002382395,0.0002078931,0.004669422,0.0009517745,0.0002086189,0.00003420007,0.6698338,0.01233652,0.00001212036,0.01145552,0.2998735,0.000178406],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694773,0.006398145,0.09217437,0.1234912,0.002736873,0.001437753,0.0000149146,0.00006287827,0.004206588],"genre_scores_gemma":[0.9912221,0.00006010191,0.0035853,0.00007969575,0.0006314949,0.000008429887,0.000009018984,0.00001440783,0.004389484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5630797,"threshold_uncertainty_score":0.9995607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745260961486691,"score_gpt":0.4368756765176614,"score_spread":0.2623495803689924,"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."}}