{"id":"W4401574724","doi":"10.3138/jvme-2024-0042","title":"Understanding the Quiet Student: Perspectives from Instructors and Students","year":2024,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Class (philosophy); Psychology; QUIET; Judgement; Polling; Student engagement; Medical education; Mathematics education; Pedagogy; Medicine","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":[0.01239468,0.0006371323,0.0009439983,0.001605172,0.009040185,0.01021245,0.001950643,0.004239453,0.003939864],"category_scores_gemma":[0.03701899,0.0005453344,0.0007576589,0.0006774922,0.004021788,0.004986361,0.007096553,0.008313341,0.001015135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002723581,"about_ca_system_score_gemma":0.003803939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743092,"about_ca_topic_score_gemma":0.005732328,"domain_scores_codex":[0.9797249,0.01271542,0.0006258884,0.000820193,0.00317776,0.002935746],"domain_scores_gemma":[0.9565774,0.01628248,0.005142492,0.0007544059,0.007327142,0.01391601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001176357,0.0004266561,0.04562945,0.000208238,0.00003452977,0.001827511,0.9082579,0.00006573454,0.002016085,0.0009375783,0.009778166,0.03070049],"study_design_scores_gemma":[0.00001310043,0.0003071155,0.01029115,0.0002333893,0.00002421202,0.0009171434,0.9536343,0.0001329673,0.0003924722,0.0003011938,0.0336998,0.00005303487],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9451173,0.002597443,0.001841179,0.03279217,0.0008197295,0.00009005779,0.00008282922,0.00008403513,0.01657525],"genre_scores_gemma":[0.980185,0.001512392,0.0006705404,0.01086675,0.000370872,0.00008122058,0.00005366372,0.00006355184,0.006195925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239468,"threshold_uncertainty_score":0.06555015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.260832315639849,"score_gpt":0.5391509476662885,"score_spread":0.2783186320264394,"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."}}