{"id":"W2799415256","doi":"10.1093/af/vfy001","title":"Antimicrobial resistance in livestock: advances and alternatives to antibiotics","year":2018,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Antimicrobial Peptides and Activities","field":"Immunology and Microbiology","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Antimicrobial; Antibiotic resistance; Antibiotics; Livestock; Biotechnology; Biology; Microbiology; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.00009036194,0.0001655464,0.0002567314,0.0001389441,0.000159984,0.00002873669,0.0001548394,0.0001022509,0.00003979896],"category_scores_gemma":[0.0000375702,0.000160325,0.00003537016,0.0001345907,0.0005667533,0.000245657,0.00009811827,0.0001436665,0.00009502396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002605118,"about_ca_system_score_gemma":0.00002295546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008386323,"about_ca_topic_score_gemma":0.0004275204,"domain_scores_codex":[0.9990311,0.00005397739,0.0001869914,0.0003412954,0.00002200924,0.0003646505],"domain_scores_gemma":[0.9997213,0.00002626337,0.00006205994,0.0001221662,0.00004023546,0.00002800449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001441925,0.000121148,0.07363998,0.00006131431,0.00008300297,0.00001955544,0.003070263,0.000001555499,0.8302132,0.002053299,0.08552872,0.00376603],"study_design_scores_gemma":[0.001838891,0.001079146,0.1488331,0.0003573927,0.00003593764,0.00003705125,0.002468607,0.000005658983,0.5696385,0.0006919576,0.2741663,0.0008473466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911218,0.003751299,0.0006960859,0.0006032457,0.0006579966,0.0001790919,0.00003682045,0.0000388711,0.002914751],"genre_scores_gemma":[0.9900391,0.0004826734,0.006395121,0.0004777017,0.00008640147,7.331063e-7,0.000007494271,0.00001626301,0.002494524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2605747,"threshold_uncertainty_score":0.6537862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007998594641117124,"score_gpt":0.239215698818247,"score_spread":0.2312171041771299,"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."}}