{"id":"W2140825986","doi":"10.5194/acp-7-3231-2007","title":"Fine aerosol bulk composition measured on WP-3D research aircraft in vicinity of the Northeastern United States – results from NEAQS","year":2007,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerosol; Sulfate; Chemistry; Particle (ecology); Total organic carbon; Ammonium sulfate; Mass concentration (chemistry); Environmental chemistry; Altitude (triangle); Particulates; Inorganic ions; Mass fraction; Fraction (chemistry); Ammonium; Chemical composition; Atmospheric sciences; Environmental science; Ion; Geology; Chromatography; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002496571,0.0002889264,0.0001618606,0.0006622066,0.0004644082,0.0003214687,0.0001865407,0.0002207625,0.0006528622],"category_scores_gemma":[0.000232935,0.0001355971,0.0001439178,0.0004655054,0.00008016708,0.0001995217,0.0001745633,0.0001525855,0.0002272608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005433006,"about_ca_system_score_gemma":0.0002069019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1317905,"about_ca_topic_score_gemma":0.2830828,"domain_scores_codex":[0.9998724,0.00001261757,0.00001119626,0.00003638127,0.00005605299,0.00001131338],"domain_scores_gemma":[0.9997836,0.00002203945,0.00003257481,0.00001083566,0.0001240681,0.0000269201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009548707,0.00009812265,0.9702448,0.00002794912,0.00006564264,0.0001741301,0.0001622039,0.0006060277,0.02088772,0.00002114276,0.0008289067,0.006787875],"study_design_scores_gemma":[0.000001405419,0.00001601675,0.9984427,0.000001866313,0.000005323237,0.00002223568,0.00005341445,0.000342381,0.0007984478,0.000002222516,0.0003122495,0.000001728495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961243,0.00009299156,0.0001456348,0.00001307431,0.000005446488,0.00001545627,0.002264534,0.00002147662,0.001317058],"genre_scores_gemma":[0.9937356,0.00007094893,0.0006815155,0.00003400306,0.000004427472,0.00001704012,0.004706603,0.000005059254,0.0007447595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1317905,"threshold_uncertainty_score":0.2620467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02346767413204016,"score_gpt":0.2471197203301994,"score_spread":0.2236520461981592,"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."}}