{"id":"W1978369689","doi":"10.3138/jvme.35.2.310","title":"Comparison of Student Performance after Lecture-Based and Case-Based/Problem-Based Teaching in a Large Group","year":2008,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Problem and Project Based Learning","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Final examination; Class (philosophy); Multiple choice; Teaching method; Psychology; Medical education; Medicine; Internal medicine; Significant difference; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003067684,0.0001094896,0.000284534,0.0002994599,0.0002817726,0.00002075499,0.000166342,0.0001291479,0.0001665383],"category_scores_gemma":[0.0004026917,0.00009524349,0.00006829801,0.0002183292,0.0001812929,0.000207502,0.00001817385,0.0006351047,7.498133e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581117,"about_ca_system_score_gemma":0.002188829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000307871,"about_ca_topic_score_gemma":0.0003002647,"domain_scores_codex":[0.9975899,0.0006980091,0.0005910991,0.0001296052,0.0007494725,0.0002419485],"domain_scores_gemma":[0.998894,0.0003016963,0.0004052847,0.00008563972,0.00009123249,0.0002221571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006465688,0.002656097,0.9286916,0.0003020247,0.00001455382,0.000522488,0.02316584,0.0005235943,0.0001891706,0.00005589627,0.0002989176,0.04293331],"study_design_scores_gemma":[0.01068083,0.0133702,0.8333014,0.006032694,0.0001485167,0.002340193,0.01392029,0.02933245,0.0003079097,0.00009736348,0.08947622,0.0009919109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945917,0.000967811,0.002165449,0.001595871,0.0002797965,0.0001545428,9.809287e-7,0.000008868514,0.0002349498],"genre_scores_gemma":[0.9953203,0.0000415282,0.003788188,0.0006254594,0.0001904216,0.00001557446,0.000003273388,0.000008978649,0.000006327476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09539012,"threshold_uncertainty_score":0.3883917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05796993645339708,"score_gpt":0.4200600995969128,"score_spread":0.3620901631435157,"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."}}