{"id":"W7038407090","doi":"","title":"Impact of UV disinfection on the virulence and antibiotic resistance gene profile of Escherichia coli in municipal wastewater and its receiving waters","year":2013,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virulence; Escherichia coli; Antibiotic resistance; Pathogenic Escherichia coli; Wastewater; Population; Antibiotics; Bacteria; Pathogenic bacteria; Feces","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002346082,0.0001533099,0.0002089817,0.0002082902,0.0002021119,0.0004722353,0.0001222493,0.0002576777,0.001127427],"category_scores_gemma":[0.0002875915,0.0001244441,0.0002961536,0.0002804724,0.0001622142,0.0001573786,0.000208379,0.0003252972,0.0002700445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089,"about_ca_system_score_gemma":0.0002621943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00268284,"about_ca_topic_score_gemma":0.003797126,"domain_scores_codex":[0.9996318,0.00009085497,0.00003258558,0.00006129168,0.0001031362,0.00008048206],"domain_scores_gemma":[0.9997631,0.00005710309,0.00006061243,0.00002031628,0.00007172373,0.00002708288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006875657,0.0003548198,0.009594192,0.000150325,0.00003208112,0.00008819487,0.0002182917,0.0003867016,0.9806112,0.00006906979,0.0002304613,0.007577091],"study_design_scores_gemma":[0.00001145554,0.002355357,0.1302563,0.00002771316,0.00006071925,0.0001421765,0.000598062,0.001050184,0.8619173,0.00006329973,0.003490588,0.0000269345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987067,0.000215044,0.0001893413,0.00004088248,0.000009719585,0.000008382211,0.0002240689,0.00001001887,0.0005959044],"genre_scores_gemma":[0.9959818,0.0003607133,0.0005024564,0.00006069165,0.000004252669,0.00002391217,0.0005305907,0.000007817455,0.002527687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00268284,"threshold_uncertainty_score":0.005334496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261751925278839,"score_gpt":0.2522199633932098,"score_spread":0.2396024441404215,"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."}}