{"id":"W2261561173","doi":"10.1039/c5ra19359a","title":"Effects of pH value and temperature on the initiation, promotion, inhibition and direct reaction rate constants of natural organic matter in ozonation","year":2016,"lang":"en","type":"article","venue":"RSC Advances","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Institute for Water Security","funders":"Ministry of Science and Technology, Taiwan","keywords":"Chemistry; Reaction rate constant; Natural organic matter; Kinetics; Organic matter; Environmental chemistry; Inorganic chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001189609,0.00007971877,0.00008949693,0.00003431106,0.00004104448,0.000004981778,0.00002308599,0.00002732922,0.00004545449],"category_scores_gemma":[0.00008586547,0.0000440735,0.000008157826,0.0001226699,0.0001265572,0.0005004953,0.00002008991,0.00003704232,0.000008515267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007443654,"about_ca_system_score_gemma":0.000003410398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006408638,"about_ca_topic_score_gemma":0.000028228,"domain_scores_codex":[0.9993992,0.000100333,0.0001482621,0.0001647912,0.0001174002,0.00006995935],"domain_scores_gemma":[0.9995577,0.0002101778,0.0001339361,0.0000683192,0.00001556033,0.0000142777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003314637,0.00005324317,0.0381012,0.0000251183,0.000003741715,7.740766e-7,0.0001970947,0.00001922985,0.9582762,0.0001606103,0.00001219598,0.003117431],"study_design_scores_gemma":[0.0004464763,0.00005994397,0.4663172,0.0001215098,0.000005113011,0.000001978439,0.00002075111,0.00000830072,0.5308154,0.002125478,0.00003253711,0.00004536054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99858,0.0001139679,0.00007141695,0.0006784665,0.00004541196,0.0003156611,0.000005747059,0.000007884739,0.0001814691],"genre_scores_gemma":[0.9994354,0.0002496398,0.0001510876,0.00005748296,0.000007080471,0.00002124096,0.000004781308,0.000005383687,0.00006793008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.428216,"threshold_uncertainty_score":0.1797265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004093901320224063,"score_gpt":0.2112926316915484,"score_spread":0.2071987303713243,"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."}}