{"id":"W2997564403","doi":"","title":"Regional Modelling of Air Quality in the Canadian Arctic: Impact of marine shipping and North American wild fire emissions","year":2015,"lang":"en","type":"article","venue":"AGUFM","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Air quality index; Arctic; Environmental science; The arctic; Environmental protection; Geography; Meteorology; Climatology; Physical geography; Oceanography; Geology","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":[0.0007127934,0.001361407,0.0008799452,0.0007322584,0.00232899,0.002446996,0.002654872,0.001730622,0.002042658],"category_scores_gemma":[0.001242458,0.0008505166,0.001915502,0.001297521,0.001046831,0.0007186219,0.0008434235,0.001210183,0.0002463214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01878913,"about_ca_system_score_gemma":0.02170892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9891636,"about_ca_topic_score_gemma":0.9789804,"domain_scores_codex":[0.9996706,0.00003825145,0.0000146789,0.00008781751,0.00005257865,0.0001361464],"domain_scores_gemma":[0.9994449,0.00009640078,0.00003989577,0.00002722768,0.0002653317,0.0001261885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002082089,0.0001030598,0.02315003,0.00003882739,0.0001911785,0.00008699483,0.00007819202,0.9709688,0.0009933752,0.0007309776,0.001178877,0.00227153],"study_design_scores_gemma":[0.00007995615,0.00003339575,0.02512792,0.00001447618,0.0001121012,0.00001623047,0.0002184384,0.9727524,0.0004238833,0.0001697183,0.001003002,0.00004853264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890686,0.0003555928,0.001156241,0.0005451106,0.00007972673,0.00002918992,0.003004537,0.0001424584,0.005618539],"genre_scores_gemma":[0.9956164,0.0002009107,0.001169371,0.00004955333,0.00001369376,0.0000150573,0.001177901,0.00003222603,0.001724879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01878913,"threshold_uncertainty_score":0.1363254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06895337348309195,"score_gpt":0.2688963175354029,"score_spread":0.1999429440523109,"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."}}