{"id":"W2785438638","doi":"","title":"High Resolution Air Quality Modeling of Emissions, Transformation, and Fate of Canadian Oil Sands Pollutants","year":2018,"lang":"en","type":"article","venue":"98th American Meteorological Society Annual Meeting","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oil sands; Pollutant; Environmental science; Air quality index; Air pollutants; Environmental engineering; Air pollution; Meteorology; Geography; Chemistry; Asphalt; Archaeology","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":[0.0003324749,0.0008121696,0.0005565463,0.0004556494,0.00150543,0.001243122,0.001632443,0.0009290401,0.001291082],"category_scores_gemma":[0.0006492671,0.0005362552,0.0007168562,0.0006582889,0.0004513027,0.0006542101,0.0004652026,0.000855663,0.0002207576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007803584,"about_ca_system_score_gemma":0.01009205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9442106,"about_ca_topic_score_gemma":0.8951923,"domain_scores_codex":[0.999731,0.00001890458,0.000011562,0.00006930086,0.0000938298,0.00007540508],"domain_scores_gemma":[0.9997607,0.00005206582,0.00001761917,0.00001939999,0.0001263587,0.00002385864],"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":[0.0001295057,0.0001590555,0.01263427,0.00003292352,0.00006977306,0.00005132178,0.00004839638,0.9757572,0.00475725,0.0007372234,0.0006956652,0.00492742],"study_design_scores_gemma":[0.00003357662,0.00001704362,0.009016585,0.00000224754,0.00002189303,0.000004537247,0.00002166807,0.9889966,0.001372228,0.0001183919,0.0003791541,0.00001607784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797556,0.0002312313,0.008332708,0.0003546885,0.00004663979,0.00006338258,0.002432222,0.0004485318,0.008334866],"genre_scores_gemma":[0.9945978,0.0001019406,0.002366006,0.00003272717,0.00000767697,0.00001805616,0.0009041162,0.00003079856,0.001940751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05578935,"threshold_uncertainty_score":0.1122358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900839526595416,"score_gpt":0.2681446966997886,"score_spread":0.2491363014338345,"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."}}