{"id":"W2015785109","doi":"10.3138/jvme.36.3.256","title":"My Thoughts on Teaching","year":2009,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Honor; Curriculum; Specialty; Medical education; Library science; Medicine; Psychology; Management; Political science; Family medicine; Pedagogy; Law","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":[0.002009863,0.000122354,0.0002539502,0.0001935368,0.000549209,0.00001103377,0.0002289758,0.0001431339,0.0005972215],"category_scores_gemma":[0.003455668,0.00009101052,0.00008593253,0.00011279,0.00003250651,0.0004058092,0.00002942726,0.001345658,0.0002386859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001789676,"about_ca_system_score_gemma":0.001808028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005051322,"about_ca_topic_score_gemma":4.241174e-7,"domain_scores_codex":[0.9975321,0.0007373254,0.0007432083,0.0001248631,0.0006124634,0.0002499875],"domain_scores_gemma":[0.9980146,0.0005925026,0.0006423542,0.0001846796,0.0002455827,0.0003202859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001417792,0.003361605,0.002240834,0.0001358941,0.00007740629,0.0001362022,0.01983394,0.00000238156,0.001361439,0.002516981,0.5114908,0.4574247],"study_design_scores_gemma":[0.000693442,0.003967972,0.05543245,0.0009954821,0.00003394211,0.0007164268,0.009837128,0.00001009032,0.000007273592,0.001226904,0.9269508,0.0001281127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106433,0.0003612231,0.0001733068,0.06407806,0.006903643,0.0001381342,4.301576e-7,0.00002204221,0.01767983],"genre_scores_gemma":[0.9735321,0.0003472243,0.001259773,0.0152475,0.007475424,0.00001034453,0.000002750083,0.00001008674,0.002114755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4572966,"threshold_uncertainty_score":0.6539156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3982908247247532,"score_gpt":0.5924195165765486,"score_spread":0.1941286918517953,"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."}}