{"id":"W2102666746","doi":"10.1007/s10459-012-9435-3","title":"A comparison of online versus face-to-face teaching delivery in statistics instruction for undergraduate health science students","year":2012,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Mathematics education; Face-to-face; Psychology; Aptitude; Medical education; Test (biology); Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00590281,0.0001050549,0.0002625423,0.0005685429,0.001033078,0.00005594083,0.0005119608,0.00003347896,0.000002465071],"category_scores_gemma":[0.0009576289,0.0001091229,0.00001722134,0.001678162,0.0004941537,0.00159928,0.00005640719,0.0002270152,0.000001983423],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018328,"about_ca_system_score_gemma":0.00564462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004444122,"about_ca_topic_score_gemma":0.01831858,"domain_scores_codex":[0.9971421,0.0002611093,0.000658631,0.0003371732,0.0008361589,0.0007648756],"domain_scores_gemma":[0.9986059,0.0003686212,0.0005267807,0.0001172162,0.0001191587,0.0002623425],"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":[0.00003493724,0.0005800991,0.4354725,0.0001115814,8.161323e-7,1.064506e-8,0.01975137,0.005902437,0.000006406237,0.02306771,0.00005333814,0.5150188],"study_design_scores_gemma":[0.002022019,0.002433585,0.3633431,0.00117684,0.000008328908,9.999034e-7,0.4962386,0.008063523,0.00007294941,0.006182307,0.119837,0.0006207899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822595,0.002434969,0.004817902,0.005936311,0.003337671,0.0009311713,0.00001624593,0.00002211594,0.0002441322],"genre_scores_gemma":[0.8969821,0.0009669262,0.1016225,0.0001794512,0.0001720345,0.00002833697,0.00001346713,0.000005091374,0.00003011455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.514398,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07306944315224828,"score_gpt":0.5402145577135257,"score_spread":0.4671451145612774,"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."}}