{"id":"W4389301585","doi":"10.3389/fsybi.2023.1301879","title":"Influence of three different manure treatments on antimicrobial resistance genes and mobile genetic elements","year":2023,"lang":"en","type":"article","venue":"Frontiers in Synthetic Biology","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Mobile genetic elements; Manure; Biology; Antibiotic resistance; Biotechnology; Metagenomics; Antimicrobial; Food science; Agronomy; Microbiology; Antibiotics; Gene; Genetics; Plasmid","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004149806,0.0005427879,0.0007937246,0.0003724789,0.0003968272,0.001033886,0.0003373806,0.0005664482,0.0006992595],"category_scores_gemma":[0.0008428126,0.0001990523,0.0005326411,0.000484313,0.0003525072,0.0003843384,0.000539601,0.0005030396,0.0001227866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003060274,"about_ca_system_score_gemma":0.0004659533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317285,"about_ca_topic_score_gemma":0.004543928,"domain_scores_codex":[0.9993188,0.0001271404,0.00009192065,0.0001764532,0.0001529285,0.0001326374],"domain_scores_gemma":[0.9996177,0.0001230448,0.00008567364,0.00002180227,0.00009311366,0.00005870152],"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":[0.001164784,0.0003415165,0.007801749,0.0002408932,0.00007828535,0.0001148072,0.0001174747,0.0003024778,0.9812343,0.00002284955,0.00005968417,0.008521164],"study_design_scores_gemma":[0.0000654875,0.005883427,0.1283532,0.00008046071,0.0003384583,0.0002079609,0.001129376,0.002162362,0.8583939,0.0001298948,0.003194537,0.00006090686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986398,0.0003652931,0.000364677,0.0000414494,0.00002915857,0.00003420549,0.0002393331,0.00001113589,0.0002748422],"genre_scores_gemma":[0.9944938,0.0005799538,0.00342209,0.0001670138,0.00001471875,0.0001126489,0.0005349334,0.00001523371,0.000659609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002317285,"threshold_uncertainty_score":0.004607618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01300098895933252,"score_gpt":0.2560413170439972,"score_spread":0.2430403280846647,"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."}}