{"id":"W107034678","doi":"","title":"THE SUCCESSFUL PRACTICE OF VETERINARY MEDICINE: NEW: CVMA — MEMBER OF THE NATIONAL COMMISSION ON VETERINARY ECONOMIC ISSUES (NCVEI).","year":2002,"lang":"en","type":"article","venue":"Canadian veterinary journal","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Commission; Benchmarking; Medicine; Veterinary medicine; Business; Public relations; Political science; Marketing; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001926741,0.0003182926,0.0004514712,0.000286395,0.002924557,0.00003615113,0.0008938718,0.000192531,0.003973207],"category_scores_gemma":[0.001571124,0.0002030645,0.0001741734,0.0002651566,0.000423581,0.0006766499,0.0002355384,0.001205234,0.0002481901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000818399,"about_ca_system_score_gemma":0.001241816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000735,"about_ca_topic_score_gemma":0.0007940706,"domain_scores_codex":[0.9955201,0.001672176,0.001225489,0.000294499,0.0006121912,0.0006755225],"domain_scores_gemma":[0.9944066,0.002628927,0.001311036,0.0005655066,0.0005266529,0.0005612473],"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":[0.001123334,0.0001641045,0.002192969,0.0001658053,0.0003296239,0.0001756137,0.0116306,0.00005920418,0.002615191,0.00128126,0.9743087,0.005953591],"study_design_scores_gemma":[0.000853504,0.003283033,0.009357357,0.0005205504,0.00005941958,0.002393214,0.009906849,0.00006325686,0.00001319437,0.0003279127,0.9730176,0.0002040694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7268525,0.003538551,0.000003971412,0.1147466,0.00662827,0.0006226894,0.00006979331,0.00002529322,0.1475123],"genre_scores_gemma":[0.9818027,0.003094128,0.000264552,0.002562038,0.001959005,0.00003740788,0.000004265619,0.00004968671,0.01022619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549503,"threshold_uncertainty_score":0.9983735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3438813535132083,"score_gpt":0.4979135303824833,"score_spread":0.154032176869275,"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."}}