{"id":"W2093968210","doi":"10.3138/jvme.34.4.377","title":"Teaching as a First, Second, or Third Language","year":2007,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Medical education; Teaching method; Faculty development; Psychology; Pedagogy; Professional development; Mathematics education; Medicine; Computer 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":[0.003886771,0.0004261136,0.0003907945,0.0008127147,0.003374391,0.008421092,0.0009915786,0.001858305,0.0262363],"category_scores_gemma":[0.005669185,0.000132605,0.0004344619,0.0005759622,0.003613853,0.003978,0.003458281,0.002365426,0.01119343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893783,"about_ca_system_score_gemma":0.004877037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720605,"about_ca_topic_score_gemma":0.006737585,"domain_scores_codex":[0.997253,0.0009575969,0.0001524262,0.0002263894,0.000679702,0.0007310095],"domain_scores_gemma":[0.9950173,0.0009611996,0.0005838355,0.0004369608,0.000824095,0.002176544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002083707,0.0002717772,0.004771085,0.0008079404,0.00001764897,0.0009205123,0.04807983,0.0001841866,0.00750073,0.1563556,0.3530453,0.4278371],"study_design_scores_gemma":[0.00001440947,0.0002179803,0.001022233,0.0007852547,0.000009721049,0.001455712,0.01457517,0.0002378423,0.001242418,0.008543367,0.9718627,0.00003328261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02553498,0.01941221,0.02005196,0.101374,0.03562515,0.0001771522,0.000158471,0.00106458,0.7966014],"genre_scores_gemma":[0.3349968,0.01667208,0.01809107,0.03599492,0.004072607,0.0001955404,0.0001386272,0.0007049023,0.5891335],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0262363,"threshold_uncertainty_score":0.08776915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2889042111371817,"score_gpt":0.5759316336390613,"score_spread":0.2870274225018796,"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."}}