{"id":"W1968127406","doi":"10.1175/waf-d-11-00071.1","title":"Synoptic-Scale Analysis of Freezing Rain Events in Montreal, Quebec, Canada","year":2011,"lang":"en","type":"article","venue":"Weather and Forecasting","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Anticyclone; Trough (economics); Frontogenesis; Climatology; Synoptic scale meteorology; Siberian High; Cyclogenesis; Cyclone (programming language); Precipitation; Cold front; Pressure system; Geology; Geostrophic wind; Environmental science; Atmospheric sciences; East Asia; Geography; Meteorology; Oceanography; Mesoscale meteorology","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":[0.0002887074,0.0003606432,0.0002212714,0.002454971,0.0008551254,0.0008881379,0.000588696,0.0002396492,0.002240143],"category_scores_gemma":[0.0007352977,0.0001333256,0.000270708,0.003706906,0.0002650599,0.0002162121,0.0003509693,0.0001915896,0.000171102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0102912,"about_ca_system_score_gemma":0.006896528,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898701,"about_ca_topic_score_gemma":0.9941891,"domain_scores_codex":[0.9997799,0.00001356903,0.00001326297,0.00005242341,0.00007162227,0.00006923554],"domain_scores_gemma":[0.9992217,0.00005055817,0.0001081681,0.00002605576,0.0004592979,0.000134257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001196444,0.00005792506,0.9604502,0.00007915394,0.0002372109,0.0002875913,0.0004905108,0.00722541,0.002885713,0.0002952365,0.01018915,0.01768228],"study_design_scores_gemma":[0.000004865809,0.000008269746,0.99278,0.0000086857,0.00001637978,0.00001480812,0.0003100025,0.004412471,0.000125138,0.00001281424,0.002296608,0.00001004653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645852,0.000525741,0.0007145462,0.0001679587,0.00001991301,0.0001200704,0.02933032,0.0001180258,0.004418318],"genre_scores_gemma":[0.9840745,0.0002175524,0.0006773885,0.00003826531,0.00001090316,0.00003495622,0.01353187,0.00001355967,0.001401017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0102912,"threshold_uncertainty_score":0.07466829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03673123802271584,"score_gpt":0.2003308455415487,"score_spread":0.1635996075188328,"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."}}