{"id":"W4211253812","doi":"10.1016/j.prevetmed.2022.105590","title":"Alberta dairy farmers’ and veterinarians’ opinion about bovine leukemia virus control measures","year":2022,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Bovine leukemia virus; Culling; Herd; Agricultural science; Control (management); Business; Test (biology); Dairy industry; Environmental health; Marketing; Veterinary medicine; Medicine; Biology; Virus; Virology; Economics; Food science; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005710642,0.000331785,0.0005950123,0.0001679226,0.0007975373,0.000006907719,0.0002737454,0.0001079711,0.002774405],"category_scores_gemma":[0.0001211332,0.0002666496,0.0001009871,0.0001565921,0.0006436043,0.00008380465,0.0005204665,0.0004947136,0.00005951915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426167,"about_ca_system_score_gemma":0.00005483066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239131,"about_ca_topic_score_gemma":0.00003366139,"domain_scores_codex":[0.9976668,0.0008006546,0.0004172222,0.0005355115,0.0001130403,0.0004668159],"domain_scores_gemma":[0.9990723,0.0003329444,0.0001937477,0.0002969818,0.00005110146,0.0000528964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003019306,0.0001673861,0.002754849,0.0001098064,0.0008072184,0.00008579478,0.003565107,0.000003083456,0.9615692,0.0001955735,0.017238,0.01048467],"study_design_scores_gemma":[0.00693714,0.01048976,0.02343139,0.0001269612,0.0001668192,0.001148545,0.002468321,0.000006040591,0.001093723,0.0001246225,0.953597,0.000409658],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9307693,0.05635986,0.0002797372,0.001603478,0.004748595,0.0007918444,0.0001880362,0.0001108284,0.00514837],"genre_scores_gemma":[0.9854777,0.001197015,0.00001591374,0.0005636074,0.0001608553,0.0001950435,0.0001234385,0.00003061329,0.01223584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9604755,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541564349191315,"score_gpt":0.2661832354155343,"score_spread":0.2407675919236212,"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."}}