{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002044775,0.0002479533,0.0002329223,0.001294537,0.0003968549,0.000691937,0.0001641936,0.0002457134,0.0008531177],"category_scores_gemma":[0.0003949632,0.0001493115,0.0001993712,0.001241478,0.0002869777,0.0002638897,0.0004593528,0.0001442009,0.0001518422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004430026,"about_ca_system_score_gemma":0.0004468786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03020722,"about_ca_topic_score_gemma":0.03534432,"domain_scores_codex":[0.9995856,0.00004199545,0.00005186819,0.0001105737,0.0001113369,0.00009875574],"domain_scores_gemma":[0.9995425,0.00004762988,0.0002409229,0.00002187647,0.0001010813,0.00004606424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002074457,0.00004904281,0.9334711,0.00007960602,0.00003338082,0.0002896617,0.0006376029,0.0002376737,0.05854306,0.00002446048,0.0001007686,0.006326091],"study_design_scores_gemma":[0.000001905819,0.0001085847,0.9921124,0.00001100398,0.00002506142,0.0002320713,0.001081272,0.0002209754,0.005882893,0.00001346994,0.0003041392,0.00000618531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994253,0.00006612344,0.00006068593,0.00001026107,4.885598e-7,0.000005156789,0.0002882411,0.000004705997,0.0001390288],"genre_scores_gemma":[0.9992035,0.0001079733,0.0001587476,0.000007933125,0.000001393742,0.000004582482,0.0003941797,0.000001264286,0.0001204585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03020722,"threshold_uncertainty_score":0.06006277,"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."}}