{"id":"W4291227536","doi":"10.1016/j.aquaculture.2022.738726","title":"Dynamics of bacterial community and antibiotic resistance genes in the aquaculture ponds of channel catfish (Ietalurus Punetaus): An association with the mobile genetic elements and environmental factors","year":2022,"lang":"en","type":"article","venue":"Aquaculture","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency","funders":"China Scholarship Council","keywords":"Biology; Aquaculture; Proteobacteria; Mobile genetic elements; Aeromonas veronii; Catfish; Firmicutes; Ecology; Microbiology; 16S ribosomal RNA; Bacteria; Aeromonas; Fishery; Genetics; Gene; Plasmid","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":[0.0004239776,0.0001817834,0.0001966904,0.00001440177,0.0003640262,0.00002626116,0.0003244996,0.00006456559,0.0001371149],"category_scores_gemma":[0.000008013149,0.0001010762,0.00003243344,0.0001585576,0.0003636937,0.0001629599,0.0002713803,0.0003714225,7.343431e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680454,"about_ca_system_score_gemma":0.000003966481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003203772,"about_ca_topic_score_gemma":0.001470504,"domain_scores_codex":[0.9984223,0.0004496176,0.0002240709,0.0002052138,0.0004670056,0.0002318014],"domain_scores_gemma":[0.9994163,0.00007257066,0.0002245556,0.0002203765,0.000002136274,0.00006405132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001509492,0.001085457,0.7752987,0.00005455333,0.00007945899,0.000007904167,0.0230632,0.0007563975,0.1979632,0.00002187054,0.0002732966,0.001245124],"study_design_scores_gemma":[0.0007591482,0.0005332338,0.9621597,0.00001292959,0.00009049408,0.00001483166,0.0291486,0.0006012868,0.005684549,0.00007017104,0.0007172403,0.0002077925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985391,0.0002357015,0.00000227967,0.0002993559,0.0000227731,0.0004065523,0.0003279431,0.000004915454,0.0001613039],"genre_scores_gemma":[0.9991615,0.000160387,0.0000589842,0.0001676708,0.000008996244,0.000007016824,0.0002645979,0.00001108739,0.0001597685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1922786,"threshold_uncertainty_score":0.412177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01158366951585437,"score_gpt":0.2326542519445862,"score_spread":0.2210705824287318,"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."}}