{"id":"W2199080028","doi":"10.1111/eva.12353","title":"Predation and selection for antibiotic resistance in natural environments","year":2015,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seventh Framework Programme; Danmarks Frie Forskningsfond; University of Alberta","keywords":"Antibiotics; Biology; Antibiotic resistance; Predation; Resistance (ecology); Bacteria; Limiting; Ecology; Biotechnology; Microbiology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001226449,0.00008626777,0.00006830405,0.0000254919,0.000102775,0.000009632803,0.00007296989,0.00003923553,0.00003430021],"category_scores_gemma":[0.00002061777,0.0000875801,0.00001632954,0.0001605108,0.0001539511,0.0002725684,0.00006140011,0.00007274598,0.000131717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843852,"about_ca_system_score_gemma":0.000007033522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002322137,"about_ca_topic_score_gemma":0.00005270313,"domain_scores_codex":[0.9992541,0.00002372968,0.0001389369,0.0002620131,0.0001428483,0.0001783599],"domain_scores_gemma":[0.9997324,0.00003358534,0.00004016806,0.00007509274,0.000002034129,0.0001167255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000240475,0.001321987,0.7945054,0.00005552192,0.00002546764,0.000001370203,0.0003600054,0.003849242,0.1601534,0.01154041,0.0137542,0.01419259],"study_design_scores_gemma":[0.0008908791,0.00004750662,0.86399,0.00001277723,0.00001623231,0.000009546451,0.00006289489,0.01228342,0.002394882,0.01105689,0.1090115,0.0002234515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367429,0.001503964,0.04159365,0.003327942,0.0001189136,0.003116932,0.00007180499,0.0001039149,0.01342],"genre_scores_gemma":[0.9881435,0.00004573949,0.009975092,0.0001319131,0.00003199921,0.00006442642,0.00004435303,0.000008044491,0.001554945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1577585,"threshold_uncertainty_score":0.3571413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041893274472417,"score_gpt":0.2783581008256347,"score_spread":0.2579391680809106,"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."}}