{"id":"W2034687642","doi":"10.1081/ese-200068007","title":"Photolytic Treatment of Aqueous Linear Alkylbenzene Sulfonate","year":2005,"lang":"en","type":"article","venue":"Journal of Environmental Science and Health Part A","topic":"Environmental Chemistry and Analysis","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sulfonate; Hydrogen peroxide; Linear alkylbenzene; Aqueous solution; Chemistry; Reaction rate constant; Ultraviolet; Degradation (telecommunications); Linear relationship; Photochemistry; Kinetics; Organic chemistry; Materials science; Pulmonary surfactant; Sodium","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":[0.0002166023,0.0005248507,0.0003623214,0.0001578698,0.0001840738,0.0002901274,0.000151748,0.0003597253,0.0008333633],"category_scores_gemma":[0.0002334206,0.0001511029,0.000292463,0.0002104052,0.0001660724,0.0002464165,0.0001898408,0.0003675899,0.0002467273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963123,"about_ca_system_score_gemma":0.0003394252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190568,"about_ca_topic_score_gemma":0.00200566,"domain_scores_codex":[0.9997813,0.00004474318,0.00001760362,0.00003799825,0.00006954574,0.00004874542],"domain_scores_gemma":[0.9998456,0.00002902245,0.00005327334,0.00001091989,0.00004491802,0.00001615552],"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":[0.00001674356,0.000006431077,0.00003125817,0.00002574824,0.000001381181,0.000009252655,0.000007374736,0.00002292998,0.9993556,0.00001081645,0.000005926417,0.0005063929],"study_design_scores_gemma":[0.000001086367,0.00006951064,0.0002258451,0.000001257132,0.000002378813,0.0000175413,0.000007540161,0.00007796902,0.9993061,0.000003632103,0.0002859483,0.000001168647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892116,0.00170165,0.007522478,0.00007465165,0.00003090189,0.00004887802,0.0001591266,0.00006199099,0.00118873],"genre_scores_gemma":[0.9857532,0.002020347,0.008197654,0.00004489976,0.00001062972,0.00004455417,0.0002595835,0.0000262461,0.003643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001190568,"threshold_uncertainty_score":0.002787888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947699561092611,"score_gpt":0.2824412846943986,"score_spread":0.2629642890834725,"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."}}