{"id":"W4391993814","doi":"10.32920/25260832","title":"Impact of zinc and copper on antibiotic resistance and conjugative plasmid transfer in bacteria isolated from wastewater treatment plants","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Antibiotic resistance; Plasmid; Bacteria; Antibiotics; Microbiology; Zinc; Copper; Escherichia coli; Wastewater; Biology; Horizontal gene transfer; Chemistry; Gene; Environmental engineering; Genetics; Genome; Environmental science","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":[0.0002836456,0.0002791942,0.0004851734,0.0004792162,0.000284259,0.0005470651,0.0001741361,0.000332357,0.0007278523],"category_scores_gemma":[0.0006573597,0.0001539365,0.0002729323,0.0004752863,0.0003199009,0.0001651312,0.0003816969,0.000278998,0.0002494593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045516,"about_ca_system_score_gemma":0.0003200846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828407,"about_ca_topic_score_gemma":0.00206253,"domain_scores_codex":[0.9993344,0.0001795672,0.00006235141,0.0001016503,0.0002209917,0.0001010387],"domain_scores_gemma":[0.9996241,0.000147556,0.00008070395,0.00002748353,0.00008303098,0.0000370514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004370556,0.000114218,0.0114456,0.0000940875,0.00002332536,0.0002488525,0.000289656,0.0001535512,0.9832867,0.00002017245,0.00004274451,0.00384404],"study_design_scores_gemma":[0.00001890145,0.001584757,0.08626695,0.0000166512,0.00006790342,0.000548405,0.0007780482,0.000657804,0.9091303,0.00005495558,0.0008605468,0.00001474905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991061,0.0002144548,0.0001545612,0.00002546322,0.000004804754,0.000008780086,0.0001172606,0.000004490052,0.0003641462],"genre_scores_gemma":[0.9976961,0.0003608468,0.000559412,0.00002209961,0.000006547434,0.00001383324,0.0003054708,0.000006800642,0.001028928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002828407,"threshold_uncertainty_score":0.005623937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334241512327685,"score_gpt":0.2828183563945791,"score_spread":0.2594759412713022,"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."}}