{"id":"W4394339413","doi":"10.6084/m9.figshare.1572130.v1","title":"Characterization of PM<sub><b>2.5</b></sub> and PM<sub><b>10</b></sub> Fugitive Dust Source Profiles in the Athabasca Oil Sands Region","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Fugitive emissions; Environmental science; Characterization (materials science); Mineralogy; Chemistry; Geology; Geography; Materials science; Archaeology; Asphalt; Nanotechnology; Greenhouse gas","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":[0.00008084489,0.0002103936,0.0001195076,0.001376634,0.0007090093,0.0006149152,0.0002716367,0.000200435,0.0005841879],"category_scores_gemma":[0.0001168619,0.0001262455,0.0001337308,0.0009672333,0.0002018881,0.0001225575,0.0001944431,0.000116235,0.0001421929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001363818,"about_ca_system_score_gemma":0.0008416758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4913858,"about_ca_topic_score_gemma":0.698218,"domain_scores_codex":[0.9998854,0.000004028162,0.000004952281,0.00002395314,0.0000521062,0.00002944559],"domain_scores_gemma":[0.9998969,0.000005760141,0.00001677142,0.000003214819,0.00005424608,0.00002308602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404518,0.0000618897,0.8267019,0.00005762591,0.000045162,0.00040651,0.0008118017,0.0006860632,0.157423,0.0001247806,0.0003751763,0.01316562],"study_design_scores_gemma":[0.000001708672,0.000009523865,0.9956794,0.000002389041,0.000004395695,0.00004648386,0.000322902,0.000313529,0.003176074,0.0000110887,0.0004302934,0.000002236747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.9977733,0.00008452685,0.0002968076,0.00001849206,0.000001150471,0.00001383447,0.0005872737,0.00001591022,0.001208625],"genre_scores_gemma":[0.9975665,0.00009513861,0.0005749443,0.00002071731,0.000002467821,0.000009618321,0.0009001995,0.000006506351,0.0008239177],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5086142,"threshold_uncertainty_score":0.9770513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551776509623705,"score_gpt":0.204730338764873,"score_spread":0.1892125736686359,"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."}}