{"id":"W2802731048","doi":"10.1002/awwa.1044","title":"Hexavalent Chromium in Drinking Water","year":2018,"lang":"en","type":"article","venue":"American Water Works Association","topic":"Chromium effects and bioremediation","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Hexavalent chromium; Chromium; Risk assessment; Water contamination; Toxicology; Contamination; Toxicity; Environmental science; Environmental chemistry; Environmental health; Chemistry; Biology; Medicine; Ecology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004688516,0.0001777094,0.0001848997,0.001204802,0.0003445118,0.0009736546,0.0003875943,0.0005598774,0.001009204],"category_scores_gemma":[0.0006960592,0.0001298571,0.000169746,0.0008087053,0.0003200971,0.0003556143,0.000526462,0.0002833936,0.0005361077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118752,"about_ca_system_score_gemma":0.001148992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01075689,"about_ca_topic_score_gemma":0.01078486,"domain_scores_codex":[0.9988434,0.0001158478,0.00009120758,0.0001751502,0.0006741529,0.0001000977],"domain_scores_gemma":[0.9997779,0.00003046223,0.00004355069,0.00001989474,0.0001155055,0.00001278737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004548362,0.0002480916,0.04572354,0.00193289,0.0001114551,0.001127979,0.0006003122,0.01470753,0.4294305,0.02656193,0.006241896,0.472859],"study_design_scores_gemma":[0.00002473663,0.0007382709,0.03989077,0.000370573,0.00009622575,0.001483538,0.0007970099,0.007070804,0.793988,0.03126057,0.1242052,0.00007433432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7182902,0.05471576,0.1047183,0.00354718,0.0007406364,0.0003561159,0.002842647,0.001013261,0.1137759],"genre_scores_gemma":[0.9558756,0.0159095,0.01158205,0.0004119401,0.00004072474,0.00005245979,0.0006092511,0.00003446002,0.01548396],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01075689,"threshold_uncertainty_score":0.02138853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00331847762956976,"score_gpt":0.2041604676771259,"score_spread":0.2008419900475561,"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."}}