{"id":"W4400549595","doi":"10.1021/acs.est.4c01358","title":"Occurrence, Sources and Virulence Potential of <i>Arcobacter butzleri</i> in Urban Municipal Stormwater Systems","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Air Canada; University of Calgary; University of Victoria; University of Alberta","funders":"City of Calgary; Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; University of Alberta","keywords":"Arcobacter; Stormwater; Virulence; Environmental science; Environmental health; Biology; Surface runoff; Medicine; Ecology; Bacteria; Campylobacter","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002628585,0.0001262856,0.0001391264,0.0003067666,0.00008651211,0.00003906928,0.000380626,0.0001098611,0.00001418074],"category_scores_gemma":[0.00002225597,0.0001065673,0.00002487293,0.000312665,0.002837377,0.00002184343,0.0007603015,0.0001373831,0.00001249842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004771074,"about_ca_system_score_gemma":0.00003324058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002719087,"about_ca_topic_score_gemma":0.000006180941,"domain_scores_codex":[0.9987432,0.00002510176,0.0001793908,0.0004735925,0.0002084182,0.0003703193],"domain_scores_gemma":[0.9996505,0.000005458715,0.0000337034,0.0002540264,0.00000548112,0.00005085128],"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":[0.00001284336,0.00002901658,0.02393702,0.00001876887,0.000009010915,0.0000114109,0.0001224028,0.00002469817,0.9745867,0.00005004986,0.00005401597,0.001144077],"study_design_scores_gemma":[0.0005168185,0.0008580259,0.04251042,0.0001101294,0.00001675899,0.000123334,0.001883996,0.001022882,0.9080991,0.00006966281,0.04433846,0.0004503798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956726,0.003673697,0.00005412791,0.0001143843,0.0001530593,0.0001567065,0.00008423861,0.00001792266,0.00007326288],"genre_scores_gemma":[0.9990432,0.0007339077,0.00004740639,0.00001086591,0.00002538939,0.00003014556,0.00001345049,0.00000522355,0.00009043687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06648754,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004685857633039964,"score_gpt":0.2254395201248825,"score_spread":0.2207536624918426,"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."}}