{"id":"W4386748468","doi":"10.5539/jel.v12n6p97","title":"Medical English Course Quality: A Study of Student and Instructor Perspectives","year":2023,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medical education; Quality (philosophy); Professional development; Faculty development; Psychology; Teaching method; Course evaluation; Higher education; Pedagogy; Medicine; Political science","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":[0.008391306,0.0001462458,0.0003356458,0.001667238,0.002238603,0.003612248,0.000562771,0.0005173235,0.001861348],"category_scores_gemma":[0.02996003,0.0002066314,0.0003021213,0.001008344,0.001105904,0.001895313,0.002046901,0.0009393377,0.000268369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181914,"about_ca_system_score_gemma":0.002355783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004232397,"about_ca_topic_score_gemma":0.006679522,"domain_scores_codex":[0.9937124,0.002723395,0.0004447849,0.0003753096,0.001936586,0.0008074852],"domain_scores_gemma":[0.9622455,0.01390529,0.007770716,0.0005202028,0.008744945,0.006813393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191805,0.0004554026,0.6387312,0.000127414,0.00003529407,0.0005096963,0.3163484,0.00004523177,0.001315305,0.0004867422,0.001599567,0.04022668],"study_design_scores_gemma":[0.00001774158,0.0005361112,0.5094776,0.0001364614,0.00002817587,0.0004052068,0.4776972,0.0004133054,0.0006125061,0.0001505868,0.01047866,0.00004644299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972319,0.0001246981,0.0002099386,0.0005427804,0.00002103054,0.00001295838,0.00002544266,0.00000573546,0.001825513],"genre_scores_gemma":[0.9988561,0.0001262367,0.0001134647,0.0001658106,0.00002739759,0.00001486398,0.00003005597,0.000005670837,0.0006604484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008391306,"threshold_uncertainty_score":0.04437798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03401866244075049,"score_gpt":0.3636045281392251,"score_spread":0.3295858656984746,"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."}}