{"id":"W3016376125","doi":"","title":"Heat Flow, Climate Change and Advective Heat Transfer Beneath Winnipeg, Canada","year":2002,"lang":"en","type":"article","venue":"AGUFM","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Advection; Heat transfer; Heat flow; Environmental science; Climate change; Flow (mathematics); Geology; Climatology; Meteorology; Geography; Mechanics; Oceanography; Thermodynamics","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":[0.0001357498,0.0003338359,0.0002655899,0.0006856148,0.002968011,0.001315975,0.0008292494,0.0004216547,0.004556222],"category_scores_gemma":[0.0006699092,0.0002669529,0.0002683127,0.0009094281,0.0007204205,0.0005018184,0.00066424,0.0004554079,0.0002586468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02147399,"about_ca_system_score_gemma":0.01803085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995162,"about_ca_topic_score_gemma":0.9972432,"domain_scores_codex":[0.9998183,0.00001203942,0.000004978133,0.00003095355,0.00003460641,0.00009914974],"domain_scores_gemma":[0.9997923,0.00001690083,0.00001362542,0.000005700727,0.0001237325,0.0000478911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001547579,0.0002509966,0.8472928,0.0003580942,0.0002301979,0.001623465,0.00585769,0.02820821,0.02180559,0.007934984,0.01281566,0.07207471],"study_design_scores_gemma":[0.0000906055,0.00004170228,0.9617829,0.00008607234,0.00007481975,0.0001046034,0.005753472,0.01804124,0.00170306,0.000500716,0.01176068,0.00006017627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910901,0.0002823993,0.0002650729,0.0006601181,0.00002160127,0.0000388086,0.001010529,0.0000474835,0.006583827],"genre_scores_gemma":[0.9955183,0.0001133548,0.0003399883,0.0000481577,0.000003486576,0.00001157886,0.000169391,0.00001000398,0.003785728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02147399,"threshold_uncertainty_score":0.1558054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645565590396845,"score_gpt":0.1785459056048592,"score_spread":0.1620902497008908,"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."}}