{"id":"W7132994905","doi":"","title":"An Investigation of Local and Regionally Significant Non-Agricultural Sources of Ammonia in Toronto and the Great Lakes Region","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Pollution; Air pollution; Air quality index; Hydrology (agriculture); Pollutant; Soil water; Ammonia","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":[0.0001888345,0.0002604225,0.0001287686,0.0006744614,0.0008848002,0.0006517865,0.000341933,0.0002895891,0.0007110325],"category_scores_gemma":[0.0005702939,0.0001941124,0.0002495326,0.0017574,0.0004099966,0.000269853,0.0004932854,0.0001552615,0.00009410515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007908832,"about_ca_system_score_gemma":0.004612752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9456643,"about_ca_topic_score_gemma":0.9783723,"domain_scores_codex":[0.999833,0.00002532239,0.000008762225,0.00003922906,0.00004617155,0.000047464],"domain_scores_gemma":[0.9996124,0.00005884493,0.00008266349,0.00001815997,0.0001590687,0.0000688748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001943473,0.00005121671,0.9518158,0.000239754,0.0001831631,0.002127774,0.004363238,0.01029632,0.01399669,0.0008272748,0.003366731,0.01253763],"study_design_scores_gemma":[0.000004997145,0.00001435502,0.9908207,0.00001427663,0.00002820278,0.00005522114,0.001887738,0.004395257,0.0005723163,0.00002874603,0.002166503,0.00001183759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954879,0.0002355882,0.0001950312,0.0001438169,0.000003894367,0.00001739822,0.001661636,0.00001623085,0.002238651],"genre_scores_gemma":[0.9971813,0.0002119996,0.0003357459,0.00003276734,0.000004514768,0.00001125115,0.001182804,0.000005435519,0.001034252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05433565,"threshold_uncertainty_score":0.1093112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009806311357202736,"score_gpt":0.2394172157886272,"score_spread":0.2296109044314245,"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."}}