{"id":"W1986177862","doi":"10.1029/2004jd005298","title":"Formation of cloud condensation nuclei by oxidative processing: Unsaturated fatty acids","year":2004,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Oleic acid; Linoleic acid; Chemistry; Supersaturation; Ozone; Cloud condensation nuclei; Differential mobility analyzer; Aerosol; Fatty acid; Organic chemistry; Biochemistry","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":[0.0001935323,0.0004813268,0.0001586821,0.0002179202,0.0002004216,0.0002762977,0.0002271607,0.0002305562,0.0008527608],"category_scores_gemma":[0.0002942765,0.0001972127,0.0002135566,0.0001062878,0.0002759171,0.0003050181,0.0003061041,0.0002300685,0.0001662121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004318764,"about_ca_system_score_gemma":0.000267376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003996742,"about_ca_topic_score_gemma":0.004483765,"domain_scores_codex":[0.9998505,0.00001662484,0.000006263897,0.00004257131,0.00004893231,0.00003497895],"domain_scores_gemma":[0.9998218,0.00005485435,0.00003909157,0.0000118884,0.00004590269,0.00002642617],"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":[0.00005555001,0.000004333641,0.0009346388,0.00001681991,0.000004927011,0.00001996785,0.00002052305,0.00004977424,0.9979132,0.00004742014,0.000006387638,0.0009265238],"study_design_scores_gemma":[0.000005314259,0.00005116572,0.003078981,0.000002549632,0.000005007337,0.00003113018,0.00001278515,0.0005924517,0.9958287,0.00002258738,0.0003664407,0.000002880967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992968,0.0009086256,0.004525705,0.00001731652,0.00001286393,0.0000403214,0.0001060384,0.00002718937,0.001393773],"genre_scores_gemma":[0.9965218,0.0003569171,0.001892369,0.0000217839,0.000005162552,0.00002507491,0.0001553197,0.00001186961,0.001009705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003996742,"threshold_uncertainty_score":0.007946908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02904153085148804,"score_gpt":0.2912025863916972,"score_spread":0.2621610555402092,"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."}}