{"id":"W4225092362","doi":"10.1021/acs.est.1c08429","title":"Polycyclic Aromatic Hydrocarbons in the Marine Atmosphere from the Western Pacific to the Southern Ocean: Spatial Variability, Gas/Particle Partitioning, and Source Apportionment","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Particulates; Environmental science; Atmosphere (unit); Coal combustion products; Oceanography; Combustion; Environmental chemistry; Atmospheric sciences; Geology; Chemistry; Meteorology; Geography","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":[0.0001795624,0.0002902854,0.0001785741,0.0007806058,0.000481283,0.0005718117,0.000169699,0.0001312095,0.0004091563],"category_scores_gemma":[0.0002801065,0.0001739313,0.0003648399,0.001492932,0.0002194259,0.0002748847,0.0004980903,0.0001761692,0.0001159078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003356934,"about_ca_system_score_gemma":0.0006460207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1243663,"about_ca_topic_score_gemma":0.1139343,"domain_scores_codex":[0.9999019,0.000009312392,0.000007536458,0.00003442834,0.00002795145,0.00001896643],"domain_scores_gemma":[0.9998005,0.0000237053,0.000057244,0.00001717344,0.00007618334,0.00002521366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004707671,0.00001341571,0.9845976,0.00003422432,0.00008292137,0.00008713455,0.0003279842,0.0002670898,0.006366753,0.00002744698,0.00007686297,0.008071543],"study_design_scores_gemma":[8.568775e-7,0.000006477097,0.9991267,0.000003161135,0.00001711686,0.00002728575,0.0001757334,0.0002234368,0.000210759,0.00001105313,0.0001956678,0.000001856613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985638,0.000232711,0.0001631049,0.00001865679,0.000003729543,0.000004297512,0.0004431051,0.000005923071,0.0005645466],"genre_scores_gemma":[0.9979474,0.0004012741,0.0003514758,0.00001324383,0.000007673635,0.000009260126,0.0009648689,0.000004098394,0.0003006355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243663,"threshold_uncertainty_score":0.2472848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00451447116878399,"score_gpt":0.1899668504250718,"score_spread":0.1854523792562878,"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."}}