{"id":"W2051560947","doi":"10.1016/j.chemosphere.2011.12.044","title":"Modeling urban films using a dynamic multimedia fugacity model","year":2012,"lang":"en","type":"article","venue":"Chemosphere","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Mashhad University of Medical Sciences","keywords":"Fugacity; Impervious surface; Sink (geography); Environmental science; Downtown; Meteorology; Storm; Pollutant; Environmental engineering; Atmospheric sciences; Chemistry; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001995019,0.0008263813,0.0006640279,0.0005868644,0.0006316882,0.001105081,0.001483185,0.001794933,0.005642179],"category_scores_gemma":[0.0009224816,0.0006819295,0.0007847777,0.0007699853,0.0004614338,0.001169591,0.0006773581,0.0007517525,0.0003792712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486122,"about_ca_system_score_gemma":0.001038002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1126762,"about_ca_topic_score_gemma":0.06229012,"domain_scores_codex":[0.9998957,0.00002365561,0.000004728117,0.00002875415,0.00002013091,0.00002702463],"domain_scores_gemma":[0.999671,0.0001871107,0.00002893787,0.00001933936,0.00005440467,0.00003916634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001101368,0.00001275109,0.0001754132,0.000005495653,0.000005605888,0.00001843193,0.000007876003,0.9980907,0.0002077828,0.0006058331,0.0001221377,0.0007369385],"study_design_scores_gemma":[0.000003239541,0.000002995174,0.00004877267,7.012649e-7,0.000002302027,0.000001776421,0.000004246434,0.9996221,0.0000626232,0.0001567672,0.00009248518,0.000001902885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7110356,0.0007290125,0.243136,0.001184011,0.0002612008,0.0001894168,0.003771879,0.001656776,0.03803615],"genre_scores_gemma":[0.9776635,0.0002834664,0.01398587,0.00007450037,0.00003850687,0.00008961435,0.0006399764,0.0001143931,0.007110164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126762,"threshold_uncertainty_score":0.2240407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02191192076390793,"score_gpt":0.2393770586235809,"score_spread":0.2174651378596729,"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."}}