{"id":"W2990493271","doi":"10.1289/isee.2011.00103","title":"CLIMATE CHANGE AND INCREASED PRECIPITATIONS: THE IMPACT OF HEAVY RAINFALLS ON SURFACE WATER TOTAL ORGANIC CARBON (TOC) AND RESULTING HUMAN EXPOSURE TO TRIHALOMETHANES","year":2011,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec; Université du Québec à Montréal","funders":"","keywords":"Trihalomethane; Total organic carbon; Surface water; Environmental chemistry; Environmental science; Chloroform; Chemistry; Water treatment; Environmental engineering","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":[0.0002878982,0.0002550543,0.0001740813,0.0002665658,0.0001901278,0.0005053106,0.0001458784,0.0003989905,0.001036172],"category_scores_gemma":[0.000370441,0.0001001789,0.0003362609,0.000453988,0.0002769296,0.0002381331,0.0003182898,0.0002169344,0.0001164436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005912607,"about_ca_system_score_gemma":0.000335284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01356311,"about_ca_topic_score_gemma":0.01088415,"domain_scores_codex":[0.9998168,0.00006403375,0.000008049494,0.00004331868,0.00003886551,0.00002883011],"domain_scores_gemma":[0.9997531,0.00007729161,0.00008934692,0.00001373436,0.00003769624,0.00002884477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000743525,0.0001235015,0.9323036,0.0001962732,0.0003321411,0.0003574597,0.0002626255,0.01235177,0.03524338,0.0002924445,0.000506939,0.01728629],"study_design_scores_gemma":[0.000005606453,0.0001410455,0.9927486,0.000005812257,0.00004210265,0.00007520527,0.0001269207,0.004042999,0.002014739,0.00008939103,0.0006988122,0.000008913289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970676,0.0004554964,0.0007539101,0.0001438441,0.00001243802,0.0000129823,0.0005128884,0.00001423457,0.001026647],"genre_scores_gemma":[0.9990156,0.0002416358,0.0002737737,0.00002844189,0.00001325858,0.000006595407,0.0002464188,0.000002824348,0.0001715192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356311,"threshold_uncertainty_score":0.0269683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05516320653370708,"score_gpt":0.2676968610069268,"score_spread":0.2125336544732197,"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."}}