{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007669397,0.0002211588,0.0003516633,0.0005262704,0.001024717,0.0009294483,0.000548035,0.0007373681,0.001309296],"category_scores_gemma":[0.001633855,0.00022446,0.0002700625,0.0003099059,0.001770433,0.0005638768,0.001791082,0.0005149527,0.0001541827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006719611,"about_ca_system_score_gemma":0.000532602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001647711,"about_ca_topic_score_gemma":0.003780259,"domain_scores_codex":[0.9990601,0.0003775159,0.0000312163,0.0001908883,0.0001736786,0.0001666572],"domain_scores_gemma":[0.9989604,0.0002394309,0.0003570224,0.00007541482,0.0001136988,0.0002540693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008235219,0.0003167342,0.6375802,0.000511402,0.0004519649,0.005203204,0.00447173,0.003838472,0.2452717,0.02047205,0.001720435,0.07933855],"study_design_scores_gemma":[0.00003710006,0.0005820519,0.9484212,0.00005725006,0.000127004,0.003919478,0.004468974,0.005076997,0.01091636,0.01746577,0.008812723,0.0001150408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960011,0.0006082889,0.0006574546,0.0003914843,0.00001017597,0.000002840567,0.00001584864,0.00000785719,0.002304984],"genre_scores_gemma":[0.9988239,0.0002877991,0.0004136173,0.00007781474,0.000008202129,0.000003856157,0.00001567239,0.000002905245,0.0003662883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001647711,"threshold_uncertainty_score":0.004875481,"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."}}