{"id":"W1990542343","doi":"10.1021/es026345u","title":"Airborne Haloacetic Acids","year":2003,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Toronto; Environment and Climate Change Canada","funders":"","keywords":"Haloacetic acids; Environmental science; Environmental chemistry; Remote sensing; Chemistry; Water treatment; Geography; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00008718417,0.0005133636,0.0002532206,0.0006444182,0.0010008,0.0007113195,0.0004053446,0.0002522839,0.001973004],"category_scores_gemma":[0.0002567402,0.0001638539,0.0001854442,0.001007814,0.0002243785,0.0001439386,0.0002421497,0.0001625021,0.0003613893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00322837,"about_ca_system_score_gemma":0.001866346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.605585,"about_ca_topic_score_gemma":0.8223557,"domain_scores_codex":[0.9997789,0.000008570612,0.000008240328,0.0000530088,0.0001115453,0.00003972357],"domain_scores_gemma":[0.9996721,0.00001526474,0.0000558954,0.00001048177,0.0001953344,0.00005100928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005963588,0.00005187146,0.6818376,0.0003684597,0.0001050274,0.0005787825,0.00107139,0.0004635473,0.2880629,0.0001507971,0.001461692,0.02525157],"study_design_scores_gemma":[0.000008203183,0.0001104774,0.9800084,0.00001550854,0.00002201682,0.0001879997,0.000402151,0.0002240362,0.01283071,0.00002407635,0.006158632,0.000007940083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879651,0.0009699797,0.000560948,0.00003661712,0.000008566491,0.00008406463,0.003355594,0.00006165851,0.006957409],"genre_scores_gemma":[0.9861492,0.00112009,0.001448035,0.00005481056,0.000006792336,0.00004597194,0.003057187,0.00001017741,0.008107703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.605585,"threshold_uncertainty_score":0.7934755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004572535842692054,"score_gpt":0.1754337539389074,"score_spread":0.1708612180962154,"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."}}