{"id":"W3101724804","doi":"10.22329/celt.v13i0.6011","title":"Online Instructor Development: A COOL story","year":2020,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Clair College; University of Windsor","funders":"","keywords":"Mathematics education; Higher education; Psychology; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01415304,0.0009862516,0.0005125625,0.00188674,0.01269177,0.01642944,0.002557963,0.005610669,0.004647847],"category_scores_gemma":[0.03372137,0.0006950843,0.0007752843,0.0007611793,0.01397447,0.02183761,0.01637231,0.01020453,0.001461431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003696926,"about_ca_system_score_gemma":0.002730711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002076264,"about_ca_topic_score_gemma":0.00390435,"domain_scores_codex":[0.9806773,0.01325836,0.0003503721,0.0009738062,0.003080652,0.001659381],"domain_scores_gemma":[0.9765514,0.01533495,0.0008810962,0.001234235,0.002266881,0.003731298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002260359,0.0005158381,0.005385621,0.0006000098,0.00003943314,0.005226698,0.5733594,0.0004646671,0.002432175,0.1333887,0.1320047,0.1463567],"study_design_scores_gemma":[0.00002679824,0.0002753608,0.000842711,0.0005530482,0.00001478929,0.002003924,0.1401416,0.0005289113,0.001014804,0.008962795,0.8455798,0.00005550123],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2121922,0.01895193,0.05716875,0.4633879,0.02234918,0.0006891002,0.0003093339,0.001358446,0.2235931],"genre_scores_gemma":[0.7870775,0.01015788,0.03352742,0.04190971,0.006705049,0.0008352073,0.0002174134,0.001632102,0.1179377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01642944,"threshold_uncertainty_score":0.07484931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546595473661309,"score_gpt":0.2497778153763088,"score_spread":0.2343118606396957,"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."}}