{"id":"W2241517205","doi":"","title":"Teaching Case: The Course Management Process for an Undergraduate IT Class at Scholastic University","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Mandate; Excellence; Class (philosophy); Institution; Workload; Quality (philosophy); Promotion (chess); Identity (music); Computer science; Medical education; Mathematics education; Management; Sociology; Psychology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003106578,0.0003094843,0.0002099884,0.0005811598,0.0117119,0.005435467,0.00165138,0.003521142,0.02047635],"category_scores_gemma":[0.01053796,0.0003031358,0.0003542536,0.0005002707,0.002656246,0.002379341,0.00279944,0.003458385,0.00369196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00804213,"about_ca_system_score_gemma":0.008044668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01904304,"about_ca_topic_score_gemma":0.03833273,"domain_scores_codex":[0.9967262,0.0007624546,0.0001179321,0.0003154009,0.001229622,0.0008483546],"domain_scores_gemma":[0.9941601,0.0009917238,0.0004497206,0.0002800585,0.0009908688,0.003127526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002456846,0.003119225,0.01849668,0.0001615634,0.00001553705,0.05464798,0.1217461,0.001487694,0.005823977,0.1579177,0.465635,0.1707029],"study_design_scores_gemma":[0.00008077949,0.0005834672,0.01083709,0.0002277088,0.00001320418,0.01291636,0.08360171,0.007687118,0.004022856,0.01279962,0.8671055,0.0001246371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4632283,0.0006732038,0.03242019,0.1289312,0.003654661,0.002005936,0.00035258,0.001075097,0.3676589],"genre_scores_gemma":[0.6159887,0.0004193884,0.01881666,0.00950795,0.0006293235,0.0003166398,0.0002227166,0.0002527596,0.3538459],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02047635,"threshold_uncertainty_score":0.06850016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223481116788592,"score_gpt":0.2543845337444839,"score_spread":0.232149722576598,"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."}}