{"id":"W7045806583","doi":"","title":"Case Study: A Collaborative Approach to Rapid Course Development for Postsecondary Programs","year":2024,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Process (computing); Curriculum development; Constructive; Subject matter; Degree program; Collaborative learning; Course (navigation)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01373044,0.0006400226,0.0003094533,0.001347044,0.0128991,0.004417112,0.003773733,0.003778129,0.00450859],"category_scores_gemma":[0.02049642,0.0004297042,0.0007427075,0.001376026,0.003254777,0.003327265,0.007950978,0.003151652,0.000937822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007304281,"about_ca_system_score_gemma":0.009357194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009070527,"about_ca_topic_score_gemma":0.02791369,"domain_scores_codex":[0.9769661,0.01605651,0.0004944883,0.00129888,0.002715626,0.002468485],"domain_scores_gemma":[0.979859,0.008709835,0.001416298,0.002333627,0.002902964,0.004778325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005051336,0.006030407,0.03351691,0.0008057103,0.00008556811,0.03641399,0.5455967,0.005760736,0.00958705,0.04940863,0.04625975,0.2660294],"study_design_scores_gemma":[0.0001465382,0.00259518,0.01223019,0.0007548598,0.00007115174,0.01513868,0.4712524,0.01229491,0.01422942,0.009615976,0.4615024,0.0001682572],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7652136,0.0007220977,0.1072237,0.01214252,0.000453047,0.002367507,0.0001897745,0.0006557836,0.111032],"genre_scores_gemma":[0.8938034,0.0004046224,0.0805308,0.0009875284,0.00007098341,0.0007133946,0.0001079686,0.0001245164,0.02325668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01373044,"threshold_uncertainty_score":0.07261437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033205199982351,"score_gpt":0.3375031073390962,"score_spread":0.3042979073567452,"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."}}