{"id":"W3142449150","doi":"","title":"Benchmarking Course Completion Rates, a Method with an Example from the British Columbia Open University","year":2007,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Benchmarking; Benchmark (surveying); Open university; Computer science; Distance education; Library science; Psychology; Mathematics education; Business; Geography; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01970898,0.0007304522,0.0005247191,0.004948549,0.002019336,0.001846603,0.001684292,0.0006437264,0.002438415],"category_scores_gemma":[0.06044639,0.0003619337,0.0005172951,0.01019228,0.001041836,0.0005618747,0.001730551,0.001211176,0.0006128121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004891613,"about_ca_system_score_gemma":0.008113254,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3267969,"about_ca_topic_score_gemma":0.3519986,"domain_scores_codex":[0.9615169,0.02728339,0.001313421,0.002610302,0.006523213,0.0007527225],"domain_scores_gemma":[0.9424774,0.03189136,0.003618745,0.007069813,0.01429114,0.0006514927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006673185,0.001166562,0.3055448,0.001088981,0.0004182066,0.0008387676,0.04636776,0.01787252,0.008414328,0.01689401,0.01674035,0.5839864],"study_design_scores_gemma":[0.0003605121,0.001153167,0.7651607,0.0006180816,0.0002500152,0.0007867373,0.02489232,0.07300055,0.01601266,0.009187375,0.1081088,0.0004691318],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6427059,0.0005932048,0.3188946,0.0008898976,0.0001106882,0.005059287,0.003629486,0.001051427,0.02706548],"genre_scores_gemma":[0.6827295,0.0002809264,0.2993305,0.0001947777,0.00002652089,0.005593977,0.002578021,0.0004342335,0.008831455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6732031,"threshold_uncertainty_score":0.6497895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006720469337724,"score_gpt":0.3202606451946146,"score_spread":0.3001934405012373,"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."}}