{"id":"W2801614940","doi":"10.2166/wh.2018.222","title":"Campylobacter in recreational lake water in southern Quebec, Canada: presence, concentration, and association with precipitation and ruminant farm proximity","year":2018,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Salmonella and Campylobacter epidemiology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Public Health Agency of Canada","funders":"University of Waterloo; Public Health Agency; Public Health Agency of Canada; Canadian Space Agency; Université de Sherbrooke","keywords":"Campylobacter; Campylobacter jejuni; Veterinary medicine; Precipitation; Animal science; Biology; Environmental science; Geography; Bacteria; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002682428,0.0003256674,0.0002397968,0.0008775661,0.001673899,0.000867244,0.0006069411,0.0003868061,0.001823339],"category_scores_gemma":[0.0007657584,0.0001994144,0.0002362914,0.002344324,0.0006778919,0.0002722314,0.0005294288,0.0003812743,0.0001321306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01013397,"about_ca_system_score_gemma":0.007493812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9825969,"about_ca_topic_score_gemma":0.9924515,"domain_scores_codex":[0.9997007,0.00003112472,0.00001696915,0.00006165934,0.00009411741,0.00009546443],"domain_scores_gemma":[0.9990208,0.00006832378,0.0002417555,0.00002105499,0.0004028488,0.0002451316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003668082,0.00002023375,0.9966338,0.00001971466,0.00002015604,0.00006785629,0.000282069,0.00007037007,0.0004523597,0.00001462771,0.0002287341,0.002153376],"study_design_scores_gemma":[0.000001750525,0.00001651361,0.9987624,0.00001033113,0.000005584664,0.00003153529,0.0007185699,0.0001757321,0.00003876887,0.000005614312,0.0002299635,0.000003364514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978714,0.0003565055,0.00008965142,0.0001057481,0.000003503383,0.00001640119,0.0008807002,0.00000572284,0.0006704014],"genre_scores_gemma":[0.998698,0.0001714611,0.0001301543,0.00003716238,0.000002391763,0.000008402868,0.0004071117,0.000001713622,0.0005435463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01740307,"threshold_uncertainty_score":0.0735274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756252873625886,"score_gpt":0.2384874369095267,"score_spread":0.2209249081732678,"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."}}