{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000830012,0.00006943038,0.0001866419,0.00001180234,0.00007508992,0.00002789342,0.00003049854,0.00005451825,0.00002246147],"category_scores_gemma":[0.00001921947,0.00002158447,0.000007863608,0.00003863774,0.00004000954,0.0001243563,0.00001287838,0.0001007062,2.869687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009958124,"about_ca_system_score_gemma":0.00006209852,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1618163,"about_ca_topic_score_gemma":0.9721971,"domain_scores_codex":[0.9990926,0.0001522999,0.0003116064,0.0001147058,0.0001191275,0.0002097088],"domain_scores_gemma":[0.9996021,0.00006782726,0.0001341148,0.00001370384,0.0001026577,0.0000796342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009721297,0.00001953741,0.9906419,0.000009298002,0.000005803072,0.000002181155,0.002658343,8.619037e-7,0.002052818,0.00001226594,0.0001266176,0.004373178],"study_design_scores_gemma":[0.0003403641,0.0002641052,0.9960458,0.00005087477,0.000003501922,0.00001832476,0.0006362585,0.00002214153,0.0003623414,0.000271416,0.001928855,0.0000560317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879181,0.0001085386,0.000002481688,0.0117633,0.0000516206,0.0001226893,0.000008763788,0.00000155096,0.00002294686],"genre_scores_gemma":[0.9990839,0.0001613731,0.00002983857,0.0003971195,0.0001401224,0.000002307684,0.00002570203,5.893038e-7,0.0001589844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8103808,"threshold_uncertainty_score":0.8437653,"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."}}