{"id":"W2785008830","doi":"","title":"NWP Forecast Performance for Significant Precipitation Events over Southwest British Columbia","year":2018,"lang":"en","type":"article","venue":"98th American Meteorological Society Annual Meeting","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climatology; Meteorology; Precipitation; Environmental science; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003501616,0.0004554368,0.0003057614,0.0004966756,0.0009466539,0.001193729,0.000526224,0.0005227869,0.003254005],"category_scores_gemma":[0.001625443,0.0002676121,0.0002334766,0.0007466851,0.0002415704,0.0005772479,0.0004348416,0.0006395415,0.0007749844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004940057,"about_ca_system_score_gemma":0.007446381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9508012,"about_ca_topic_score_gemma":0.9524356,"domain_scores_codex":[0.999816,0.00001487372,0.00001401287,0.00005092194,0.00005438253,0.0000498134],"domain_scores_gemma":[0.9992946,0.00009242368,0.00002996834,0.00004278637,0.0004093525,0.0001308388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001362964,0.0003515712,0.2884415,0.0001425828,0.0002631646,0.0005148523,0.0003473643,0.5835198,0.009677006,0.0008547966,0.0393324,0.07519198],"study_design_scores_gemma":[0.0001838549,0.0000631104,0.1872781,0.00004555392,0.00008508134,0.00002982742,0.0005329294,0.8007638,0.004479288,0.0002351668,0.006243757,0.00005949885],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859035,0.0002115199,0.0005151334,0.0005077529,0.00009226362,0.00001774407,0.005451414,0.00042389,0.006876682],"genre_scores_gemma":[0.9896863,0.0001227905,0.000449817,0.00003931851,0.00001014629,0.000007107232,0.005768991,0.00003712258,0.003878292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04919881,"threshold_uncertainty_score":0.09897703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845153794468786,"score_gpt":0.237618049404494,"score_spread":0.2191665114598061,"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."}}