{"id":"W2163424634","doi":"10.1136/vr.c364","title":"A public or private profession?","year":2010,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture Food and Rural Development","funders":"","keywords":"Private sector; Business; Service (business); Tertiary sector of the economy; Public sector; Marketing; Public administration; Public relations; Economic growth; Economics; Law; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007100098,0.0002124931,0.0002816023,0.0001526624,0.001440836,0.00002659908,0.0003127026,0.0002173858,0.009324113],"category_scores_gemma":[0.0007257683,0.0001517469,0.00006363083,0.0003467914,0.00008331287,0.0006285485,0.0004330699,0.001245593,0.003735288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004819861,"about_ca_system_score_gemma":0.0003762954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004886097,"about_ca_topic_score_gemma":0.00008768035,"domain_scores_codex":[0.9978054,0.0004364174,0.0005265017,0.0003743143,0.0001877956,0.0006695376],"domain_scores_gemma":[0.9981173,0.0005583334,0.0002943663,0.0006289167,0.0001801422,0.0002209665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003896627,0.001279246,0.4444675,0.001164529,0.0002541902,0.0004871558,0.01324759,4.972267e-8,0.09894473,0.005521546,0.2603,0.1704368],"study_design_scores_gemma":[0.0005070664,0.0008179447,0.02947567,0.00006732671,0.0000125209,0.0001183645,0.003300095,0.00001154235,0.000007616632,0.0003187863,0.9651406,0.000222462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517452,0.00002251829,0.00004599196,0.01042019,0.009054115,0.0006339219,0.000007036845,0.0002848097,0.02778619],"genre_scores_gemma":[0.9566758,0.0001550565,0.00513483,0.001780526,0.001240911,0.0008045775,0.00001493028,0.00004853509,0.03414489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7048406,"threshold_uncertainty_score":0.9998592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5263523991685436,"score_gpt":0.5289862947913332,"score_spread":0.002633895622789595,"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."}}