{"id":"W3027417383","doi":"10.1016/j.cptl.2020.04.031","title":"Lecture capture in pharmacy education at UBC: Updating our understanding","year":2020,"lang":"en","type":"article","venue":"Currents in Pharmacy Teaching and Learning","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Attendance; Pharmacy; Medical education; Coursework; Absenteeism; Professional development; Psychology; Computer science; Medicine; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002933267,0.0001536481,0.0001618852,0.0002472751,0.001307309,0.0001175991,0.0002037954,0.00004815801,0.00007349181],"category_scores_gemma":[0.003608013,0.0001750931,0.00002925097,0.0006640623,0.00005114304,0.0004026871,0.000080713,0.002272503,0.000008363407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007402918,"about_ca_system_score_gemma":0.0003833344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001139988,"about_ca_topic_score_gemma":0.00006776255,"domain_scores_codex":[0.9967121,0.001970892,0.0003214154,0.0003545153,0.0002946065,0.0003464149],"domain_scores_gemma":[0.9992762,0.0003320203,0.00016758,0.0000596952,0.00004312829,0.0001213901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002912152,0.0001278307,0.5898389,0.00006841036,0.00001182156,0.000002123916,0.1921915,0.001596105,0.0007409484,0.007644467,0.001496408,0.2062524],"study_design_scores_gemma":[0.002644091,0.00002293903,0.007815801,0.0007174291,0.00004590986,0.000009446468,0.3748828,0.01490968,0.0002284477,0.0033872,0.5943928,0.0009434536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589286,0.001172079,0.003289427,0.01803908,0.002560232,0.000337501,0.000002006997,0.0001234479,0.01554764],"genre_scores_gemma":[0.9922739,0.0001205975,0.005574571,0.0007695504,0.0009475987,0.00002222486,0.0000233737,0.00002070179,0.0002474615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5928964,"threshold_uncertainty_score":0.9999928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1412389522356381,"score_gpt":0.4778616804066128,"score_spread":0.3366227281709747,"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."}}