{"id":"W2918186211","doi":"10.1021/acs.jpca.9b00167","title":"Organic Surfactants Protect Dissolved Aerosol Components against Heterogeneous Oxidation","year":2019,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry A","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chemistry; Pulmonary surfactant; Aerosol; Radical; Reaction rate constant; Sodium dodecyl sulfate; Photochemistry; Kinetics; Inorganic chemistry; Environmental chemistry; Chromatography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001423994,0.0003671159,0.0002420779,0.0002311005,0.0001702123,0.0003483611,0.0001915208,0.0003133854,0.000434707],"category_scores_gemma":[0.0002213666,0.000127715,0.0002411475,0.0001283155,0.0001563193,0.0002055781,0.0002712361,0.0002754004,0.000177292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002212208,"about_ca_system_score_gemma":0.0002247367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429616,"about_ca_topic_score_gemma":0.001302748,"domain_scores_codex":[0.9998316,0.00001959425,0.00001216269,0.00003693102,0.0000524828,0.00004730482],"domain_scores_gemma":[0.9998399,0.00002766374,0.00004878605,0.00001417771,0.0000501198,0.00001934081],"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":[0.00002259641,0.000007986136,0.0004696664,0.00002235388,0.000006924692,0.00001719969,0.00000782519,0.00009223365,0.9983134,0.0000359341,0.000008545734,0.0009953406],"study_design_scores_gemma":[0.000003217868,0.00009302019,0.002207829,0.000002444031,0.00000902327,0.0000256502,0.00001700563,0.0006525616,0.9964832,0.00003356333,0.0004700981,0.00000232689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955088,0.0009570048,0.00267705,0.00002369933,0.00001424163,0.00001851824,0.0001024215,0.00003619812,0.0006621248],"genre_scores_gemma":[0.9961923,0.0006445787,0.002098252,0.00004015955,0.000007673827,0.00001568521,0.0001819967,0.0000122536,0.0008070172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001429616,"threshold_uncertainty_score":0.002842605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009651764365953965,"score_gpt":0.1997478715790187,"score_spread":0.1900961072130647,"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."}}