{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007745822,0.0002546485,0.0005514254,0.001567681,0.01062153,0.01323429,0.00144252,0.01500632,0.08795772],"category_scores_gemma":[0.02438548,0.0003910236,0.0004949041,0.002325093,0.01213036,0.02197632,0.0059208,0.01253188,0.01553641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005805617,"about_ca_system_score_gemma":0.02342026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02580856,"about_ca_topic_score_gemma":0.04624846,"domain_scores_codex":[0.9909158,0.002402349,0.0003789215,0.0007742097,0.002230391,0.003298312],"domain_scores_gemma":[0.9764798,0.005500797,0.001475043,0.001327982,0.003475592,0.01174074],"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":[0.0000379292,0.0001557111,0.003370842,0.0001799214,0.000006281299,0.0003299713,0.01068957,0.00001645858,0.0001473053,0.2306087,0.7015258,0.05293157],"study_design_scores_gemma":[0.00001670515,0.00005712815,0.003253723,0.0005383938,0.000005482333,0.0004131859,0.03488629,0.00002837079,0.00004305803,0.01858504,0.9421546,0.00001802222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004502269,0.004101635,0.0002824301,0.8987497,0.008711532,0.0000145277,0.0000724862,0.00002072325,0.08354474],"genre_scores_gemma":[0.1720703,0.008634504,0.0004020184,0.5281634,0.008791915,0.00008249514,0.0001261775,0.00007566116,0.2816535],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08795772,"threshold_uncertainty_score":0.2942479,"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."}}