{"id":"W4361004552","doi":"10.1175/jcli-d-22-0719.1","title":"Atmospheric Circulation Patterns Associated with Extreme Wind Events in Canadian Cities","year":2023,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Climate variability and models","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Dean of the Faculty of Arts and Sciences, Dartmouth College","keywords":"Downscaling; Climatology; Atmospheric circulation; Environmental science; Climate model; Middle latitudes; Troposphere; Wind speed; Global wind patterns; Atmospheric sciences; Climate change; Meteorology; Geology; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001336037,0.0002045395,0.0001266429,0.0007024452,0.001010199,0.0007520868,0.0003072895,0.0001610079,0.0009925517],"category_scores_gemma":[0.0006574487,0.00009983259,0.0002114198,0.001584414,0.000267607,0.0001711066,0.0003981635,0.0002092948,0.00005334925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007519707,"about_ca_system_score_gemma":0.005685737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9782062,"about_ca_topic_score_gemma":0.9892182,"domain_scores_codex":[0.9998738,0.000008483676,0.000004899797,0.0000278908,0.00004192595,0.00004303114],"domain_scores_gemma":[0.9997179,0.00002276052,0.00006643272,0.00001294073,0.0001328303,0.0000471766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006756166,0.00001679742,0.9796007,0.0000297533,0.0000579644,0.0001189783,0.0005329112,0.006271779,0.002053564,0.0005467613,0.001462714,0.009240566],"study_design_scores_gemma":[0.000002378087,0.000003968889,0.9940827,0.00000605733,0.00000977233,0.00001429868,0.0005069238,0.004493845,0.0001309657,0.00005584398,0.0006856681,0.000007418221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966356,0.00005122598,0.0001604097,0.00007546978,0.000003324064,0.000007275706,0.001567491,0.00001379641,0.001485313],"genre_scores_gemma":[0.9990667,0.00003269971,0.0001273213,0.000004976564,8.087207e-7,0.000001713599,0.0005756807,0.000001595717,0.0001885448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02179384,"threshold_uncertainty_score":0.05455953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685368324874592,"score_gpt":0.236676544372371,"score_spread":0.2098228611236251,"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."}}