{"id":"W3031015574","doi":"10.22606/epp.2020.52001","title":"Is Our Water Safe To Drink?","year":2020,"lang":"en","type":"article","venue":"Environmental Pollution and Protection","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scrutiny; Business; Public health; Stewardship (theology); Liability; Welfare; Environmental health; Medicine; Political science; Finance; Law; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003575375,0.0003156406,0.0005853187,0.0005267293,0.003079443,0.005465329,0.0007939062,0.003882899,0.02349096],"category_scores_gemma":[0.01384028,0.0001713575,0.0003827397,0.0006317818,0.009764414,0.007514264,0.002426623,0.005835812,0.007317872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964105,"about_ca_system_score_gemma":0.006155976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0125979,"about_ca_topic_score_gemma":0.01361056,"domain_scores_codex":[0.9971082,0.001225563,0.000123549,0.0002993945,0.0008316087,0.0004118305],"domain_scores_gemma":[0.9968098,0.0007562182,0.0003251869,0.0001815943,0.001093189,0.0008339072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001369361,0.0001817237,0.006576931,0.0008687181,0.00004845468,0.0003910188,0.005567991,0.00007632143,0.0008477482,0.08721282,0.6319912,0.2661001],"study_design_scores_gemma":[0.00000872196,0.00005683323,0.002645945,0.0006799923,0.00001571734,0.0002609018,0.008672907,0.00005032279,0.0003440733,0.04350094,0.9437442,0.00001945695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004193738,0.02917788,0.001050972,0.897735,0.009379361,0.00002138924,0.0001446583,0.00006238183,0.05823456],"genre_scores_gemma":[0.2783386,0.1233406,0.00310533,0.4614715,0.01171415,0.0001281324,0.0006112288,0.0002234943,0.1210669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02349096,"threshold_uncertainty_score":0.07858509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651374015812619,"score_gpt":0.2239990944794732,"score_spread":0.197485354321347,"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."}}