{"id":"W4239917410","doi":"10.5194/acpd-15-32157-2015","title":"Single particle characterization of biomass burning organic aerosol (BBOA): evidence for non-uniform mixing of high molecular weight organics and potassium","year":2015,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Aerosol; Chemistry; Soot; Particle (ecology); Combustion; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001579995,0.0002499703,0.000226145,0.0006565343,0.0003232836,0.0003149801,0.0002145536,0.0003418286,0.0005457045],"category_scores_gemma":[0.000168425,0.0001163705,0.0002281551,0.0002410654,0.0001754586,0.0001809976,0.0001788669,0.0001786855,0.0001726963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961763,"about_ca_system_score_gemma":0.0001475761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00362204,"about_ca_topic_score_gemma":0.003925519,"domain_scores_codex":[0.9998533,0.000005735169,0.000007874524,0.00005325389,0.00005784388,0.00002203403],"domain_scores_gemma":[0.9998637,0.00001767191,0.00003063201,0.000006583981,0.00005525627,0.00002599102],"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":[0.0001010901,0.00003138217,0.0256469,0.00003980417,0.00002881518,0.00006390873,0.00005249318,0.0002159575,0.9708047,0.00003892563,0.00005649901,0.002919365],"study_design_scores_gemma":[0.00001622462,0.0002631012,0.411073,0.00001288974,0.00005907729,0.0003566117,0.0002260025,0.01393893,0.5729541,0.0001039568,0.0009707634,0.00002534467],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997209,0.0001475236,0.001854673,0.000008838332,0.000010838,0.0000156259,0.0003179288,0.00003792894,0.0003976469],"genre_scores_gemma":[0.996917,0.00006947432,0.002380757,0.00001732965,0.000005270205,0.000009507671,0.0002964485,0.00001405584,0.0002902451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00362204,"threshold_uncertainty_score":0.00720191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02592462600771368,"score_gpt":0.229613634127023,"score_spread":0.2036890081193094,"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."}}