{"id":"W6979764059","doi":"","title":"Adopting open educational resources and Universal Design for Learning principles in undergraduate nursing education in mental health","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open educational resources; Universal Design for Learning; Nurse education; Mental health; Learning environment; Universal design; Instructional design; Focus group; Permission","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001211298,0.000178075,0.0002158012,0.0009880796,0.0005356115,0.0007869924,0.0009951742,0.00007450498,0.000002671155],"category_scores_gemma":[0.0000985816,0.0002288976,0.00003260199,0.001169029,0.00005897471,0.002850967,0.0004983357,0.0004158023,0.00002309247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000684407,"about_ca_system_score_gemma":0.00121155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004060978,"about_ca_topic_score_gemma":0.000766717,"domain_scores_codex":[0.9979228,0.0006008425,0.0002569258,0.0005832874,0.0001989743,0.0004371844],"domain_scores_gemma":[0.9990554,0.0002694032,0.0002239238,0.0002021088,0.00007009545,0.0001790949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005781824,0.0001990121,0.9646295,0.00004552395,0.000009983508,0.000005186106,0.01237084,0.002692848,0.00006269513,0.006941034,0.000008196137,0.01297734],"study_design_scores_gemma":[0.001180934,0.0001557285,0.9691548,0.000826926,0.000005214054,0.00001647961,0.02106411,0.000353457,0.00004333578,0.0007402766,0.006126552,0.0003322368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846614,0.00006146471,0.004048583,0.009682832,0.0002865363,0.0007150074,0.000001598422,0.00009779609,0.0004447924],"genre_scores_gemma":[0.9850491,0.0001328869,0.005853161,0.0001866538,0.00004503737,0.000006371154,0.00004487496,0.00002401382,0.008657863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264511,"threshold_uncertainty_score":0.9334174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455247362393798,"score_gpt":0.3802584686655169,"score_spread":0.2347337324261371,"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."}}