{"id":"W1556339609","doi":"10.1002/9781118723098.ch15","title":"CALPUFF AND CALMET","year":2013,"lang":"en","type":"other","venue":"","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental science; Range (aeronautics); Meteorology; Air quality index; Atmospheric sciences; Engineering; Geography; Geology; Aerospace engineering","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":[0.0003782861,0.0007436005,0.0005381997,0.00057254,0.000913002,0.001785468,0.001819509,0.00143878,0.01797673],"category_scores_gemma":[0.001884822,0.0003482709,0.0007736234,0.001021651,0.0004215432,0.001808635,0.001235214,0.001371421,0.004907326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604204,"about_ca_system_score_gemma":0.002597562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03540992,"about_ca_topic_score_gemma":0.02896811,"domain_scores_codex":[0.9994946,0.00007003648,0.00001550014,0.00007951872,0.0002776842,0.00006263952],"domain_scores_gemma":[0.9996285,0.00008595576,0.00003402627,0.0000601244,0.0001563662,0.00003490136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000273475,0.000116242,0.005732252,0.0002375727,0.00006355862,0.0003923375,0.000175192,0.4953871,0.004021843,0.1662894,0.1596773,0.1676337],"study_design_scores_gemma":[0.00003920214,0.00005033184,0.001180075,0.00005657564,0.00001558227,0.0001296908,0.00004590964,0.720319,0.002400382,0.02107663,0.2546409,0.00004576621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04488423,0.001673408,0.4792688,0.003155786,0.001350931,0.0005252642,0.01705842,0.01136832,0.4407147],"genre_scores_gemma":[0.4755963,0.003036347,0.2610717,0.001976254,0.0004552326,0.001072036,0.02648796,0.00425746,0.2260468],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03540992,"threshold_uncertainty_score":0.07040763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003857093483663707,"score_gpt":0.1729636231215098,"score_spread":0.1691065296378461,"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."}}