{"id":"W3157080938","doi":"10.3138/jvme-2020-0074","title":"A Retrospective Analysis of Pre-/Post-Test Scores of Students Participating in Online Asynchronous Shelter Surgery Coursework","year":2021,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coursework; Timeline; Medical education; Test (biology); Curriculum; Asynchronous learning; Asynchronous communication; Medicine; Psychology; Mathematics education; Computer science; Teaching method; Pedagogy; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001695216,0.0003448769,0.0004780074,0.002243494,0.0006682953,0.000674488,0.0003565815,0.0002668363,0.001878728],"category_scores_gemma":[0.005566809,0.0002561749,0.0004396214,0.001223788,0.000471775,0.0005451711,0.0008500274,0.0004852444,0.0008539964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003409215,"about_ca_system_score_gemma":0.0005057298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001441646,"about_ca_topic_score_gemma":0.002022205,"domain_scores_codex":[0.9979286,0.0003033951,0.0002809915,0.0002779984,0.0009275402,0.0002814965],"domain_scores_gemma":[0.991402,0.00173653,0.002236457,0.0005299592,0.003113081,0.0009820852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002808624,0.0006121945,0.9803993,0.00003226234,0.00002261294,0.0002481885,0.00107386,0.00004184045,0.001977787,0.00001575455,0.0001720181,0.01512336],"study_design_scores_gemma":[0.000004651754,0.001577817,0.9949325,0.00000734601,0.00001672837,0.0004012731,0.001108226,0.00009563107,0.00138524,0.00001083031,0.0004499074,0.000009799365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988901,0.00005445605,0.0002244842,0.0000106285,0.000006674376,0.00005249237,0.0001524916,0.00000811856,0.0006004795],"genre_scores_gemma":[0.998379,0.0000568157,0.0003236037,0.00002017965,0.000006416881,0.00006996472,0.0003047947,0.00000617209,0.0008329652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002243494,"threshold_uncertainty_score":0.008965254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09715141121033309,"score_gpt":0.5039357732606473,"score_spread":0.4067843620503142,"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."}}