{"id":"W3082591144","doi":"10.26685/urncst.194","title":"An Agricultural Perspective for Combating Antibiotic Resistance: A Literature Review","year":2020,"lang":"en","type":"review","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Bacteriophages and microbial interactions","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Antibiotics; Antimicrobial; Antibiotic resistance; Biology; Biotechnology; Microbiology","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":[0.0008748486,0.0008696197,0.001284001,0.008922779,0.0005503335,0.001821153,0.0009698148,0.00136952,0.006069951],"category_scores_gemma":[0.002577928,0.0003424388,0.001366144,0.008032238,0.0005476812,0.002396314,0.0007780378,0.001292182,0.0008634766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001131937,"about_ca_system_score_gemma":0.004009021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837233,"about_ca_topic_score_gemma":0.004940929,"domain_scores_codex":[0.9995083,0.0001055188,0.0001379724,0.00007388037,0.0001364341,0.00003789279],"domain_scores_gemma":[0.9976919,0.001439223,0.0003839021,0.00003062143,0.0003715039,0.00008286977],"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":[0.0001037334,0.00009737722,0.0009095996,0.2611214,0.0004162164,0.0007803796,0.0005779446,0.0004175291,0.001083775,0.004921772,0.03958302,0.6899874],"study_design_scores_gemma":[0.00002702002,0.0001572151,0.004508486,0.2107635,0.001999975,0.003455037,0.0009749716,0.0002108718,0.0004006765,0.00359702,0.7738478,0.0000574302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000182815,0.9982687,0.00009452056,0.0006508094,0.0001704149,0.00001035928,0.0000394059,0.000005008332,0.0005779174],"genre_scores_gemma":[0.001114776,0.9979976,0.0002064043,0.0003622304,0.0001352729,0.00001134086,0.00003658628,0.000001057986,0.000134702],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008922779,"threshold_uncertainty_score":0.02030605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05729209115492394,"score_gpt":0.4563982381194723,"score_spread":0.3991061469645484,"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."}}