{"id":"W4390142206","doi":"10.18733/cpi29709","title":"Closing Research-Practice Gaps in the Delivery of Online Teaching and Learning","year":2023,"lang":"en","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Blame; Closing (real estate); Construct (python library); Fell; Coronavirus disease 2019 (COVID-19); Online learning; Psychology; Best practice; Pedagogy; Mathematics education; Sociology; Computer science; Political science; Social psychology; Geography; Medicine; Multimedia","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":[0.00269981,0.00007993474,0.0001264365,0.00008826607,0.0004020882,0.0001736699,0.0002812658,0.00005735247,0.000001546365],"category_scores_gemma":[0.001485096,0.00004463565,0.00002719845,0.0004494444,0.0002179242,0.0003851252,0.0003204892,0.001309742,0.000006165722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006995228,"about_ca_system_score_gemma":0.00001691969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129459,"about_ca_topic_score_gemma":0.000007838307,"domain_scores_codex":[0.997999,0.001065896,0.0001734535,0.0002337063,0.0002946495,0.000233305],"domain_scores_gemma":[0.9980378,0.001654069,0.00005064862,0.0001180946,0.00008855406,0.0000508975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007569958,0.0004684963,0.01049849,0.0002379609,0.00005137832,0.0004165793,0.2581566,0.002147968,0.009441546,0.1035647,0.003676122,0.6112645],"study_design_scores_gemma":[0.001274669,0.001270021,0.1121735,0.0006484246,0.00004528476,0.0004040881,0.3472439,0.2946507,0.00008198048,0.01075451,0.230715,0.0007378864],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98369,0.0006616766,0.0001274136,0.01492047,0.00004836086,0.00004201558,6.564616e-7,0.00005107186,0.000458353],"genre_scores_gemma":[0.9945111,0.0007660337,0.003698686,0.0002840352,0.0002083445,0.000001226631,0.000008038843,0.000003109277,0.0005194348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6105266,"threshold_uncertainty_score":0.5690252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6314230649712267,"score_gpt":0.5385595549927163,"score_spread":0.09286350997851034,"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."}}