{"id":"W7111203153","doi":"10.1371/journal.pwat.0000273.s001","title":"Regulations worldwide for several DBPs and DBP classes.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Water supply; Water pollution; Water quality; Human health; Surface water","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":[0.004896715,0.001619937,0.0006871675,0.004692545,0.001258497,0.002288069,0.002229259,0.002195534,0.138143],"category_scores_gemma":[0.005268843,0.000857774,0.001281176,0.00811996,0.0009082011,0.002666285,0.001858001,0.003108432,0.08311606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001866907,"about_ca_system_score_gemma":0.005984907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04688757,"about_ca_topic_score_gemma":0.07194094,"domain_scores_codex":[0.9965486,0.0005850832,0.0003194677,0.0004649339,0.001753622,0.0003283375],"domain_scores_gemma":[0.9937479,0.001109972,0.0007130424,0.0006734183,0.003419041,0.0003366692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001358413,0.00006254663,0.0007699457,0.001297117,0.00002427178,0.000104481,0.0002071895,0.0001721121,0.005647768,0.005076258,0.9349495,0.05155291],"study_design_scores_gemma":[0.00001391349,0.00001852938,0.002187663,0.0003086349,0.00001147563,0.00004225188,0.00008251754,0.00002315647,0.001292005,0.0006166017,0.9953889,0.00001449882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.003328962,0.006178853,0.01438979,0.009908181,0.004237994,0.001128415,0.6032919,0.005166565,0.3523693],"genre_scores_gemma":[0.02011221,0.01453399,0.04557454,0.01870071,0.0006359664,0.003464633,0.5754154,0.003386441,0.3181762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.138143,"threshold_uncertainty_score":0.4621343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03734020285832423,"score_gpt":0.294201382539109,"score_spread":0.2568611796807848,"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."}}