{"id":"W2353269814","doi":"","title":"Outcome-Based Program Development: A Case Study of OBE Teaching Reform in Northern Alberta Institute of Technology","year":2013,"lang":"en","type":"article","venue":"Journal of Shenzhen Polytechnic","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syllabus; Curriculum; Outcome-based education; Outcome (game theory); Plan (archaeology); Key (lock); Engineering management; Mathematics education; Process (computing); Program Design Language; Curriculum development; Computer science; Engineering; Medical education; Pedagogy; Software engineering; Psychology; Programming language; Medicine; Geography","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":[0.00678735,0.0003087749,0.0003090597,0.001081284,0.005827325,0.002350311,0.002264027,0.001638119,0.002659679],"category_scores_gemma":[0.01213231,0.0003307813,0.0003093574,0.001676568,0.003139353,0.001089602,0.003786891,0.003129714,0.0002182583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01769048,"about_ca_system_score_gemma":0.02186397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.118359,"about_ca_topic_score_gemma":0.2696671,"domain_scores_codex":[0.9918838,0.005038435,0.000168402,0.0002392053,0.001082135,0.001588069],"domain_scores_gemma":[0.9931266,0.002457337,0.0005257217,0.0004686694,0.001181325,0.002240265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000459648,0.01753685,0.06965802,0.0006165272,0.000050504,0.01353862,0.4686198,0.01075137,0.005120324,0.05145674,0.009427151,0.3527644],"study_design_scores_gemma":[0.000359022,0.005457048,0.1698785,0.0005491991,0.00009519306,0.002861067,0.6671177,0.01695921,0.01190363,0.006566465,0.1180416,0.0002114074],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697768,0.0001187938,0.00725284,0.002394337,0.00003470385,0.0007127393,0.00005848738,0.00008616896,0.01956524],"genre_scores_gemma":[0.9857386,0.0001610436,0.005817905,0.0001930542,0.000008164747,0.0002522896,0.00005322327,0.00002150608,0.007754372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.118359,"threshold_uncertainty_score":0.2353401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0332094310560977,"score_gpt":0.3477318212557587,"score_spread":0.3145223901996611,"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."}}