{"id":"W2614282723","doi":"10.14288/1.0343449","title":"Occurrence and potential predictors of verotoxigenic Escherichia coli (VTEC), Salmonella, and Listeria monocytogenes in surface water used for produce irrigation in the Lower Mainland of British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"VTEC; Listeria monocytogenes; Salmonella; Escherichia coli; Irrigation; Microbiology; Geography; Biology; Bacteria; Agronomy","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":[0.0002222197,0.0004577955,0.0003367384,0.001303894,0.00162518,0.001417694,0.000762764,0.0003993754,0.00134149],"category_scores_gemma":[0.001010223,0.0003349498,0.000265681,0.003389012,0.0006814552,0.0002538822,0.0006680854,0.0006349428,0.0002106162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01292887,"about_ca_system_score_gemma":0.01270799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9906259,"about_ca_topic_score_gemma":0.9965819,"domain_scores_codex":[0.9994603,0.00002900285,0.00004425959,0.0001094784,0.0001652324,0.0001917795],"domain_scores_gemma":[0.9982665,0.0001158358,0.0003322959,0.00004233744,0.0008631546,0.0003799407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000449511,0.00002416197,0.9950846,0.0000268522,0.00001989696,0.0001237167,0.0003399769,0.0001020785,0.0008278286,0.00001532998,0.0004723127,0.002918257],"study_design_scores_gemma":[0.000002156593,0.00001176518,0.9978909,0.00001928765,0.000009541843,0.00004230194,0.001286727,0.0002218637,0.0001026969,0.000005688442,0.0004016544,0.000005385812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971235,0.0002746707,0.00006476579,0.00009202994,0.000004562462,0.00002299744,0.001298715,0.000007130071,0.001111656],"genre_scores_gemma":[0.9974017,0.0003039092,0.0001545881,0.00005613622,0.000002317186,0.00001578067,0.001039641,0.000003369423,0.001022623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01292887,"threshold_uncertainty_score":0.09380597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699498946384459,"score_gpt":0.2144074980979063,"score_spread":0.1974125086340617,"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."}}