{"id":"W1985413381","doi":"10.3138/jvme.33.4.492","title":"The Future of Veterinary Medicine in Poultry Production","year":2006,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Product (mathematics); Business; Production (economics); Workforce; Poultry farming; Quality (philosophy); Work (physics); Poultry meat; Marketing; Biotechnology; Veterinary medicine; Medicine; Engineering; Food science; Economic growth; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004005597,0.0003979632,0.0003316642,0.001116769,0.001805815,0.003846289,0.0008090309,0.004196274,0.02579187],"category_scores_gemma":[0.00459045,0.0001447434,0.0002735584,0.0009302527,0.003090322,0.003733527,0.002207459,0.003749524,0.004435719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002699118,"about_ca_system_score_gemma":0.009413865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002932756,"about_ca_topic_score_gemma":0.006121948,"domain_scores_codex":[0.9979717,0.000913439,0.00009487521,0.0001448228,0.0006367291,0.000238514],"domain_scores_gemma":[0.9933606,0.001599947,0.0005157419,0.000220003,0.001291659,0.00301214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008817861,0.0003189253,0.004435283,0.001761574,0.00001316965,0.0003377254,0.001653441,0.0003907065,0.00106764,0.05252772,0.2187524,0.7186533],"study_design_scores_gemma":[0.00001423219,0.0001883194,0.005466525,0.002285094,0.000008557581,0.0008406305,0.001557313,0.0001720798,0.0001293423,0.01386331,0.9754523,0.0000222725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005729097,0.5341352,0.00216055,0.337195,0.0139694,0.00003789745,0.00007325541,0.0001251863,0.1065744],"genre_scores_gemma":[0.1732163,0.6277767,0.01317703,0.07855481,0.03306415,0.000153981,0.0001784922,0.0000593442,0.07381915],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02579187,"threshold_uncertainty_score":0.08628243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2299421623370168,"score_gpt":0.5335970072360967,"score_spread":0.3036548448990799,"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."}}