{"id":"W3187608774","doi":"10.1007/s10661-021-09376-5","title":"Tempo-spatial patterns of PM2.5 measured using a portable particulate monitor around a mine complex in Canada’s Arctic","year":2021,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"Environment and Natural Resources, Northwest Territories","keywords":"Environmental science; Tundra; Particulates; Arctic; Air pollution; Physical geography; Sampling (signal processing); Wind direction; Hydrology (agriculture); Spatial variability; Pollution; Atmospheric sciences; Wind speed; Meteorology; Geology; Oceanography; Geography; Ecology","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":[0.0002164669,0.0002132299,0.000206642,0.001082851,0.001498463,0.0009009547,0.0006945884,0.0004726717,0.000845436],"category_scores_gemma":[0.0005121654,0.0002280148,0.0002144679,0.001359317,0.0006103142,0.0002351798,0.0007212964,0.0002966642,0.0001787326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005397925,"about_ca_system_score_gemma":0.005913917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9509409,"about_ca_topic_score_gemma":0.9813722,"domain_scores_codex":[0.9997422,0.00001730241,0.0000119424,0.00006629946,0.00006531679,0.00009690923],"domain_scores_gemma":[0.9992763,0.00005536122,0.00008613206,0.00002057715,0.0004027744,0.0001588455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727055,0.000058184,0.9813653,0.00003051979,0.00006480602,0.000271911,0.003637409,0.0005202667,0.005205153,0.0001597982,0.0009556141,0.007558571],"study_design_scores_gemma":[0.000001604898,0.000007036657,0.9970392,0.000006034791,0.000007481016,0.00002487822,0.001859423,0.0003448063,0.0001278675,0.000008387855,0.0005685036,0.00000485487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99794,0.00006553181,0.00008352281,0.00006577122,0.000006151697,0.00000754597,0.0006797232,0.000007701893,0.001143911],"genre_scores_gemma":[0.9984567,0.00005242923,0.0001648074,0.0000196351,0.000003923453,0.000005253471,0.0004103279,0.000003017442,0.000883857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04905909,"threshold_uncertainty_score":0.09869599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562374467463477,"score_gpt":0.233835077976176,"score_spread":0.2082113333015412,"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."}}