{"id":"W3118674442","doi":"10.1111/risa.13676","title":"Drinking Water Consumption Patterns among Private Well Users in Ontario: Implications for Exposure Assessment of Waterborne Infection","year":2021,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Public Health Ontario; McMaster University; University of Saskatchewan; Queen's University","funders":"","keywords":"Bottled water; Consumption (sociology); Environmental health; Tap water; Water supply; Water consumption; Population; Water use; Medicine; Demography; Environmental science; Water resource management; Environmental engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004762001,0.00009256924,0.0002024063,0.0001046976,0.00008540812,0.0000299128,0.00007107882,0.00005857089,0.001730782],"category_scores_gemma":[0.000008888,0.00007554364,0.0001676851,0.0002211905,0.00003939576,0.0001759099,0.000076879,0.0001048285,0.00001916586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519104,"about_ca_system_score_gemma":0.000007750517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08745787,"about_ca_topic_score_gemma":0.6824545,"domain_scores_codex":[0.9989058,0.0001513397,0.0003512182,0.0002869671,0.0001367353,0.0001679169],"domain_scores_gemma":[0.9995184,0.00003804256,0.0001208522,0.0002528478,0.00002606889,0.0000437801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003099346,0.00008915283,0.9872746,0.000009075919,0.0001128997,4.765794e-7,0.0004552075,0.007225522,0.004212714,0.00004655051,0.000003238673,0.000567482],"study_design_scores_gemma":[0.000288338,0.00001702927,0.9855653,0.000005805182,0.0003194311,1.809248e-7,0.00001985206,0.003060799,0.01017503,0.0002678145,0.0001799238,0.000100516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574735,0.000001419201,0.04211211,0.00008732454,0.00002719147,0.0001515645,0.00001228147,0.00001308741,0.000121552],"genre_scores_gemma":[0.9985605,0.00002647819,0.0007663923,0.00002335146,0.000004167568,0.00005109633,0.0002606818,0.000005691109,0.0003016599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5949966,"threshold_uncertainty_score":0.9991817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02025634526423063,"score_gpt":0.278874402896036,"score_spread":0.2586180576318053,"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."}}