{"id":"W2619711511","doi":"10.1073/pnas.1620571114","title":"Microlayer source of oxygenated volatile organic compounds in the summertime marine Arctic boundary layer","year":2017,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":207,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Fisheries and Oceans Canada; Université du Québec à Rimouski; Environment and Climate Change Canada; University of Toronto","funders":"ArcticNet","keywords":"Arctic; Boundary layer; Environmental science; The arctic; Oceanography; Layer (electronics); Mixed layer; Environmental chemistry; Chemistry; Geology; Organic chemistry; Physics","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":[0.0001391797,0.0004136614,0.0002300689,0.0005842482,0.0006132553,0.0006437675,0.0001716223,0.0002682073,0.0006895333],"category_scores_gemma":[0.0002096463,0.000205466,0.0002745727,0.0002902145,0.0001378603,0.0003796376,0.0005116916,0.0002334749,0.000206377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008079408,"about_ca_system_score_gemma":0.0004359885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04114624,"about_ca_topic_score_gemma":0.03980085,"domain_scores_codex":[0.9999092,0.000004942533,0.00000370793,0.00003259581,0.00002780951,0.00002178418],"domain_scores_gemma":[0.9998952,0.00001343716,0.00002230114,0.000004257132,0.00003763122,0.00002717386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006142587,0.0001022273,0.4549847,0.0001433733,0.0002205178,0.0004597576,0.0003352856,0.002464425,0.5215765,0.0002407408,0.0006197726,0.01823837],"study_design_scores_gemma":[0.00002616228,0.0001131555,0.9561192,0.00002215051,0.00007781737,0.00008981358,0.000467253,0.006620945,0.0347829,0.0001393237,0.001514095,0.00002721651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978929,0.0003373895,0.0003930473,0.00004727009,0.00001715397,0.000004816673,0.0004625872,0.00002854798,0.0008163074],"genre_scores_gemma":[0.9982784,0.0002595829,0.000426688,0.0000255013,0.00001168035,0.000005750718,0.0006379835,0.00001074097,0.0003437118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04114624,"threshold_uncertainty_score":0.08181351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174134213976043,"score_gpt":0.2601235294398924,"score_spread":0.228382187300132,"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."}}