{"id":"W2090970704","doi":"10.3138/jvme.33.3.411","title":"The Global Veterinarian: The Why? The What? The How?","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Oath; Public relations; Business; Face (sociological concept); Engineering ethics; Political science; Engineering; Sociology; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050348,0.0001934332,0.0002235323,0.00003148731,0.00407862,0.0002716052,0.001178406,0.000143712,0.0003544115],"category_scores_gemma":[0.002514608,0.00006989478,0.000175311,0.0003769605,0.000539118,0.0007829222,0.0002574319,0.001323918,0.00008356778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000276452,"about_ca_system_score_gemma":0.002462489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002149195,"about_ca_topic_score_gemma":0.00008001003,"domain_scores_codex":[0.9952964,0.002221338,0.000845988,0.0001552324,0.001023751,0.0004573256],"domain_scores_gemma":[0.9941783,0.003396216,0.001087985,0.0006096073,0.000575437,0.0001524646],"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":[0.0005892935,0.0004163516,0.003290372,0.00006021175,0.0001513259,0.00003486671,0.005951936,0.000003508909,0.0000610078,0.00467362,0.9080045,0.07676303],"study_design_scores_gemma":[0.0002879908,0.0004909324,0.04728853,0.0002189544,0.00006958562,0.001740582,0.0705556,0.00001761071,6.030498e-7,0.001767897,0.877483,0.00007868193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3766777,0.007473888,0.0001176432,0.6003451,0.01295436,0.0003733062,0.000001456018,0.00001296055,0.002043607],"genre_scores_gemma":[0.9643072,0.005419775,0.00007388357,0.01995098,0.007673922,0.0001812389,0.000003482759,0.00001873179,0.002370736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5876296,"threshold_uncertainty_score":0.997218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2908435937645062,"score_gpt":0.5310286472036367,"score_spread":0.2401850534391305,"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."}}