{"id":"W2560274681","doi":"10.1096/fasebj.26.1_supplement.528.5","title":"Do Lectures Matter? Lecture Attendance in Online and Face to Face Histology Courses","year":2012,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Innovations in Educational Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Attendance; Positive correlation; Medical education; Mathematics education; Face-to-face; Psychology; Computer science; Medicine; Internal medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.001586531,0.00008427334,0.0001153216,0.0001280934,0.0005407127,0.00006000851,0.0002807164,0.00006652438,0.0002854957],"category_scores_gemma":[0.0006111774,0.00006045388,0.00002082081,0.0003960665,0.0002300265,0.0001472373,0.00003380505,0.0004054692,0.00002831449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942866,"about_ca_system_score_gemma":0.0001742902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001529191,"about_ca_topic_score_gemma":0.0004255578,"domain_scores_codex":[0.9986743,0.0004924178,0.0001784812,0.00009338348,0.0002213573,0.0003400079],"domain_scores_gemma":[0.9992494,0.0003428716,0.0001028203,0.0001113146,0.00009636702,0.00009723296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008212199,0.0004036388,0.6101887,0.00001457708,0.00006270462,0.000007191271,0.2239868,0.001976182,0.01596412,0.03164052,0.05326458,0.06240878],"study_design_scores_gemma":[0.0004273354,0.00006987735,0.7291696,0.00008529687,0.00003787756,0.0004662988,0.04580081,0.00002552059,0.002264329,0.01944551,0.201754,0.0004535218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9364926,0.001603909,0.0068544,0.05174882,0.00164927,0.0001313121,0.000007800335,0.000009529511,0.00150235],"genre_scores_gemma":[0.9813769,0.000042636,0.01369727,0.003285206,0.0008905218,0.000005062446,0.000001182327,0.000007888353,0.0006933502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.178186,"threshold_uncertainty_score":0.415878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430822014162761,"score_gpt":0.4053467135266032,"score_spread":0.3610384933849756,"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."}}