{"id":"W2054155414","doi":"10.1021/es903480k","title":"Persistence of Persulfate in Uncontaminated Aquifer Materials","year":2010,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Advanced oxidation water treatment","field":"Environmental Science","cited_by":152,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Persulfate; Aquifer; Decomposition; Chemistry; Kinetic energy; Ionic strength; Environmental science; Geology; Groundwater; Aqueous solution; Geotechnical engineering; Organic chemistry; Catalysis; Physics","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":[0.0003697054,0.0003693181,0.0003296948,0.0003357503,0.0002074971,0.0005558642,0.0002691261,0.0002950432,0.0003819515],"category_scores_gemma":[0.0007031052,0.0001893433,0.0002159577,0.0003079241,0.0002699997,0.0003395707,0.000219428,0.0002194111,0.0001081788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498473,"about_ca_system_score_gemma":0.0004012958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005714663,"about_ca_topic_score_gemma":0.00664787,"domain_scores_codex":[0.9997053,0.00003624948,0.00003323231,0.00006853327,0.00008544426,0.00007128114],"domain_scores_gemma":[0.999612,0.00009653357,0.0001222919,0.00002053265,0.000119957,0.00002864367],"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":[0.0002256838,0.00003345822,0.009637471,0.0001244818,0.0000228041,0.00007555611,0.0001315831,0.0007347714,0.9860252,0.00004747265,0.00002477466,0.002916809],"study_design_scores_gemma":[0.00001053979,0.0008910339,0.03165291,0.00001230452,0.00003556539,0.0001245306,0.0002082149,0.001689316,0.9646497,0.00004480487,0.0006645464,0.00001654358],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992662,0.00008480321,0.0003630431,0.000005855222,0.000001010414,0.000005301126,0.0001350301,0.00001272534,0.000126103],"genre_scores_gemma":[0.9982003,0.0001389284,0.0007257972,0.000008456306,0.000001388285,0.00001423669,0.0003407386,0.000008629483,0.000561393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005714663,"threshold_uncertainty_score":0.01136279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004762694300067815,"score_gpt":0.2044486791538348,"score_spread":0.199685984853767,"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."}}