{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003204939,0.0001987772,0.0002406968,0.000146322,0.0009986194,0.0002144081,0.0003483625,0.00008337969,0.000009466573],"category_scores_gemma":[0.001091016,0.000190945,0.0000407503,0.0003186215,0.00003323964,0.0001529215,0.000186455,0.001678148,0.00002386591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004222578,"about_ca_system_score_gemma":0.0001603347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005941767,"about_ca_topic_score_gemma":0.000003062799,"domain_scores_codex":[0.9983985,0.0003653565,0.000211597,0.0004746383,0.0002557247,0.0002941479],"domain_scores_gemma":[0.9992165,0.0002421735,0.0001227192,0.0001423813,0.00004904185,0.0002271819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001183373,0.000476195,0.01197141,0.0001889553,0.0002228244,0.00015448,0.04281436,0.007959343,0.001426534,0.04643966,0.002869067,0.8853588],"study_design_scores_gemma":[0.001861695,0.0007445557,0.009978732,0.0002650784,0.00002500931,0.00003446699,0.001368259,0.7206997,0.0001600179,0.0002396958,0.2637514,0.0008714019],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142793,0.000199173,0.06580474,0.0114527,0.0001923863,0.0001396874,0.000002519034,0.001426142,0.006503332],"genre_scores_gemma":[0.9654514,0.00001046131,0.03166695,0.0009093035,0.0001553728,0.000002681729,0.00001454129,0.00002203155,0.001767235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8844875,"threshold_uncertainty_score":0.7786509,"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."}}