{"id":"W3013958656","doi":"","title":"Source Attribution of Toronto Regional Air Pollution Measured with Fourier Transform Spectroscopy","year":2013,"lang":"en","type":"article","venue":"AGUFM","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental science; Fourier transform spectroscopy; Air pollution; Fourier transform; Pollution; Meteorology; Remote sensing; Geography; Fourier transform infrared spectroscopy; Mathematics; Optics; Physics; Chemistry","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":[0.0005171982,0.00116607,0.0005288573,0.007218254,0.001940325,0.001434862,0.001706884,0.0008013784,0.14137],"category_scores_gemma":[0.002989175,0.0004047928,0.000693209,0.01009312,0.0004481007,0.0007735961,0.001452592,0.0006519365,0.04111226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01193997,"about_ca_system_score_gemma":0.01103403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8233708,"about_ca_topic_score_gemma":0.8180022,"domain_scores_codex":[0.9984956,0.00004327951,0.00008583951,0.000187214,0.0009461592,0.0002419505],"domain_scores_gemma":[0.9968664,0.000118353,0.0002081277,0.0004264337,0.002148267,0.0002323919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004309011,0.00005672207,0.01945566,0.0008051202,0.00005492032,0.0004453447,0.0004272967,0.001938034,0.003297796,0.004202062,0.8990204,0.06986573],"study_design_scores_gemma":[0.00007102983,0.00004421756,0.1816725,0.0004036579,0.00005376313,0.0002248137,0.0006105885,0.002081733,0.005824074,0.0006193108,0.8083213,0.00007300045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01582112,0.0007754352,0.001777844,0.0007904787,0.00265402,0.0005255787,0.8075762,0.001323231,0.1687561],"genre_scores_gemma":[0.1983822,0.002818938,0.0047978,0.0002162244,0.0005151312,0.0004915074,0.4034405,0.001753864,0.3875839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1766292,"threshold_uncertainty_score":0.4729297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409040043570765,"score_gpt":0.2212538450515,"score_spread":0.2071634446157924,"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."}}