{"id":"W6884442965","doi":"10.1021/es011156h.s001","title":"Distribution of Haloacetic Acids in\\nthe Water Columns of the\\nLaurentian Great Lakes and Lake\\nMalawi","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haloacetic acids; Watershed; Hydrology (agriculture); Dichloroacetic acid; Population; Precipitation; Urbanization","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":[0.00006945047,0.0001785981,0.0001843785,0.0006721971,0.0006698837,0.0005941418,0.0001724174,0.0002320762,0.0005128408],"category_scores_gemma":[0.0001418841,0.0002436137,0.0001788749,0.0007234839,0.0004368559,0.0002761719,0.0005431075,0.000169612,0.0001409347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161875,"about_ca_system_score_gemma":0.00108633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1900703,"about_ca_topic_score_gemma":0.3899986,"domain_scores_codex":[0.9999008,0.000005338266,0.000004864998,0.00002838222,0.00003305366,0.00002757829],"domain_scores_gemma":[0.9998831,0.000008418264,0.00003278335,0.000003293098,0.00004003429,0.00003237376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002546384,0.00003347383,0.8756929,0.00008258277,0.0000897597,0.000271365,0.004118022,0.0001608272,0.1093427,0.0001158659,0.000209329,0.009628643],"study_design_scores_gemma":[0.000001810077,0.00001562803,0.998023,0.000002431591,0.000005911721,0.00002291421,0.000519958,0.00006730747,0.0008521632,0.000006983817,0.000477773,0.000004109711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987502,0.0001298146,0.00003709768,0.00001496068,0.000001276254,0.000004261994,0.0002042378,0.000004457203,0.0008537151],"genre_scores_gemma":[0.997492,0.0002383532,0.0002692848,0.00003939883,0.000003273583,0.00001702872,0.0005405253,0.000003489213,0.001396763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8099297,"threshold_uncertainty_score":0.377928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009840715902261626,"score_gpt":0.1879039193484194,"score_spread":0.1780632034461578,"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."}}