{"id":"W2996696689","doi":"10.24124/2011/bpgub816","title":"Dispersion modelling during particulate matter episode events in Golden, British Columbia.","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; University of British Columbia; Library and Archives Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Ministry of Education, India; Ministry of Environment","keywords":"Particulates; Dispersion (optics); Meteorology; Geography; Physics; Optics; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002542247,0.0004212979,0.0003883424,0.0005940127,0.001235559,0.001357751,0.0008132607,0.0007556015,0.001339332],"category_scores_gemma":[0.0007823384,0.000297756,0.0004070507,0.000839318,0.0002299084,0.0003269961,0.0005391196,0.000573988,0.0003639171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006715078,"about_ca_system_score_gemma":0.006152362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775373,"about_ca_topic_score_gemma":0.9771417,"domain_scores_codex":[0.9998554,0.00001442345,0.00001043842,0.00003571859,0.00003671943,0.00004729486],"domain_scores_gemma":[0.9997675,0.00003653892,0.00001895764,0.00001359475,0.00011627,0.00004711828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005909312,0.0002978733,0.6223994,0.0001645895,0.0003597781,0.0009468709,0.001077503,0.315851,0.004726823,0.001147603,0.01122314,0.04121452],"study_design_scores_gemma":[0.00006001721,0.00005806325,0.4643057,0.00006247364,0.00009894835,0.00007308758,0.002093419,0.5255895,0.001455587,0.0003380488,0.005810209,0.0000549474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910193,0.0001987411,0.0009248103,0.0002367774,0.00002567072,0.00004542022,0.004355707,0.00008795781,0.003105595],"genre_scores_gemma":[0.9921422,0.0001313068,0.0008824134,0.00002217132,0.000004349533,0.00002524403,0.003385525,0.00002486906,0.003381911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02246273,"threshold_uncertainty_score":0.04872149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699150561973333,"score_gpt":0.2657480436776805,"score_spread":0.2387565380579472,"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."}}