{"id":"W2465050823","doi":"","title":"Prevalence of Shiga Toxin-producing Escherichia coli in Irrigation Waters and Fresh Produce in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"2014 Annual Meeting","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Escherichia coli; Shiga toxin; Irrigation; Fresh water; Toxin; Geography; Biology; Microbiology; Fishery; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001358696,0.00006498196,0.0001368625,0.00001442149,0.00005406307,0.00004046176,0.0001170411,0.00003836342,0.00009565021],"category_scores_gemma":[0.0004148194,0.00009357151,0.000009760884,0.0001261486,0.00008188995,0.0002133923,0.00009941391,0.0001043045,0.00000372941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001371134,"about_ca_system_score_gemma":0.00002270368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9310513,"about_ca_topic_score_gemma":0.9780205,"domain_scores_codex":[0.9986781,0.0002178339,0.0003100741,0.0003447434,0.0002356821,0.0002135886],"domain_scores_gemma":[0.9996291,0.00006506871,0.0000992577,0.0001325313,0.00001700854,0.00005702688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003069042,0.00002116959,0.9858704,0.0001031661,8.266433e-7,0.000001842946,0.001226757,0.0001829566,0.008888629,0.000002470467,0.0005111436,0.003187617],"study_design_scores_gemma":[0.0002205037,0.00002798788,0.9942669,0.0001284733,0.000002181628,9.081804e-7,0.000362272,0.0006235339,0.003919968,0.00008473054,0.0002436531,0.0001189494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985925,0.00001916285,0.000008447113,0.0001912296,0.00007897303,0.0002028015,0.00001151998,0.000009111751,0.0008862558],"genre_scores_gemma":[0.9989694,0.000004722664,0.0003568428,0.0001602627,0.0000186303,0.00001081426,0.000003168609,0.000007059024,0.0004691475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04696921,"threshold_uncertainty_score":0.3815735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005783141950326636,"score_gpt":0.1974819194443857,"score_spread":0.1916987774940591,"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."}}