{"id":"W4388085921","doi":"10.1186/s40168-023-01662-3","title":"Microbial hitchhikers harbouring antimicrobial-resistance genes in the riverine plastisphere","year":2023,"lang":"en","type":"article","venue":"Microbiome","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"European Social Fund; Agencia Estatal de Investigación; Agencia Nacional de Investigación y Desarrollo; Natural Environment Research Council; Sight Research UK","keywords":"Biology; Microbiology; Resistome; Virulence; Antibiotic resistance; Microbiome; Metagenomics; Antimicrobial; Biofilm; Shigella; Tetracycline; Acinetobacter; Pseudomonas aeruginosa; Antibiotics; Salmonella; Bacteria; Integron; Gene; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000326977,0.000216067,0.000172809,0.00009955531,0.0002159067,0.00008163063,0.0004753334,0.00009045396,0.0009105346],"category_scores_gemma":[0.00002526603,0.0001768665,0.00007071615,0.001003691,0.0002132784,0.0001136505,0.0002257307,0.0001706601,0.003318148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001451204,"about_ca_system_score_gemma":0.00001741687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003213197,"about_ca_topic_score_gemma":0.001505392,"domain_scores_codex":[0.9985163,0.00007227735,0.0002816877,0.0004004346,0.0001524506,0.0005768289],"domain_scores_gemma":[0.99948,0.0001048328,0.00008046006,0.0002741551,0.000005237499,0.00005529221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002874727,0.00004233384,0.00267669,0.00002330926,0.000007263144,0.00007628263,0.0003648069,0.001429433,0.9304338,0.00002949716,0.06437218,0.0005156943],"study_design_scores_gemma":[0.002414862,0.00006671512,0.1894308,0.0002423157,0.00004865396,0.000163101,0.0002503823,0.001100022,0.1267011,0.0001775857,0.6782193,0.001185189],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996672,0.00005914969,0.0003650493,0.0006337413,0.0004817063,0.000233011,0.0001554292,0.00008376765,0.001316161],"genre_scores_gemma":[0.9965014,0.00008511448,0.0007736586,0.0003123183,0.00008790046,0.00001096091,0.00006090761,0.00002638227,0.00214129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8037326,"threshold_uncertainty_score":0.9974579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007585660999868476,"score_gpt":0.1946420504026062,"score_spread":0.1870563894027377,"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."}}