{"id":"W2327146738","doi":"10.1021/acs.iecr.5b03964","title":"A Promising Surfactant for Enhanced Sorption and Desorption of Polycyclic Aromatic Hydrocarbons","year":2016,"lang":"en","type":"article","venue":"Industrial & Engineering Chemistry Research","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China; Chinese Academy of Sciences; National Science Foundation","keywords":"Pulmonary surfactant; Sorption; Chemistry; Environmental remediation; Desorption; Adsorption; Environmental chemistry; Micelle; Cationic polymerization; Soil water; Chemical engineering; Soil contamination; Aqueous solution; Amphiphile; Aqueous two-phase system; Organic chemistry; Contamination; Environmental science; Soil science","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":[0.0001872649,0.0002905451,0.0001957721,0.0002348067,0.0001654324,0.000232232,0.000157062,0.0003223802,0.0003635219],"category_scores_gemma":[0.0001890136,0.00008478258,0.0001778692,0.0002017984,0.0001176822,0.0003893237,0.0001560194,0.0002572131,0.0001819315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001786905,"about_ca_system_score_gemma":0.0002085873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005067919,"about_ca_topic_score_gemma":0.00139117,"domain_scores_codex":[0.9998894,0.00002310612,0.000009509682,0.00002138559,0.0000422764,0.00001432748],"domain_scores_gemma":[0.9999313,0.00001410791,0.00001839827,0.000003522897,0.00002022629,0.00001238164],"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":[0.00003091179,0.00001471034,0.0001768369,0.00008930294,0.000005949247,0.00004211141,0.000009107996,0.0000931816,0.9959084,0.0001023789,0.00002691008,0.00350023],"study_design_scores_gemma":[0.000005462278,0.0002178778,0.0006855624,0.000004561976,0.00001495579,0.0001422786,0.00001570662,0.001055715,0.9943045,0.000030093,0.003518517,0.000004796204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683208,0.01224454,0.01707067,0.0002935853,0.00007684031,0.00006192992,0.0001234,0.00009751254,0.001710647],"genre_scores_gemma":[0.9778162,0.005801324,0.01354253,0.0000863071,0.00001933541,0.00002569269,0.0001644848,0.00001512753,0.002528993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005067919,"threshold_uncertainty_score":0.00129652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07334815798712037,"score_gpt":0.3057994584176504,"score_spread":0.2324513004305301,"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."}}