{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009166242,0.0001798928,0.0005305604,0.000083871,0.000368237,0.00001211235,0.000185685,0.0001419936,0.00007959435],"category_scores_gemma":[0.0004568136,0.0001487871,0.0001993975,0.0007339024,0.0007120905,0.000123264,0.00004027106,0.0002279119,8.536634e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006063025,"about_ca_system_score_gemma":0.000112536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05278202,"about_ca_topic_score_gemma":0.001567734,"domain_scores_codex":[0.9981942,0.0001050251,0.0006666585,0.0003135159,0.0003041857,0.0004164292],"domain_scores_gemma":[0.998762,0.0001213224,0.0004167824,0.0001688644,0.0002709234,0.0002600873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006267973,0.0003145326,0.01558076,0.001111781,0.0008206101,0.000004177667,0.0229152,0.0119093,0.5589719,0.0007387403,0.0002356699,0.3867705],"study_design_scores_gemma":[0.005038334,0.001602877,0.0143322,0.001661706,0.001314541,0.0000354804,0.1826353,0.6125419,0.169393,0.00197613,0.006359807,0.003108733],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922758,0.0002507759,0.0008402402,0.0007917083,0.00001401149,0.000006538205,0.0002766544,0.00005071302,0.005493538],"genre_scores_gemma":[0.9917464,0.000302705,0.007474842,0.0002755237,0.0000842931,0.000003688087,0.00001978838,0.00001032668,0.00008244772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6006326,"threshold_uncertainty_score":0.9535256,"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."}}