{"id":"W2079754391","doi":"10.3138/jvme.34.3.243","title":"Maintaining Quality in Online Education","year":2007,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Higher education; Medical education; Knowledge management; Process management; Computer science; Business; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04774744,0.0003418711,0.0005058291,0.003615579,0.005448502,0.01980652,0.002114972,0.002084899,0.004553856],"category_scores_gemma":[0.1181704,0.000422664,0.000420244,0.004647119,0.006795817,0.01689392,0.01100901,0.003087133,0.001375611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006287682,"about_ca_system_score_gemma":0.01767632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845414,"about_ca_topic_score_gemma":0.004350832,"domain_scores_codex":[0.9280924,0.02827899,0.004932927,0.00359747,0.03123495,0.003863289],"domain_scores_gemma":[0.836317,0.05217627,0.02055146,0.02331278,0.04781398,0.01982856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008529569,0.0004155175,0.03640848,0.0007683948,0.00005996988,0.0001243864,0.01425649,0.0007961002,0.001077358,0.09242918,0.0424688,0.8111101],"study_design_scores_gemma":[0.0000914464,0.0009766346,0.09263126,0.004005701,0.0001287092,0.0009747355,0.03292524,0.00341099,0.005709552,0.2088028,0.6500993,0.000243681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2444688,0.01538374,0.216661,0.2189045,0.003569349,0.001191258,0.0005411104,0.002514098,0.2967662],"genre_scores_gemma":[0.8864748,0.004539988,0.07864174,0.009022702,0.001217083,0.0004442519,0.0002975082,0.000511899,0.01885007],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04774744,"threshold_uncertainty_score":0.2525156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09026103690677434,"score_gpt":0.5020275024651679,"score_spread":0.4117664655583936,"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."}}