{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001145884,0.0002207096,0.0004582954,0.00001944123,0.001175639,0.0002024995,0.0003597944,0.0001578702,0.00278918],"category_scores_gemma":[0.0006302741,0.000231968,0.0003042065,0.0005123004,0.0008669113,0.0003137914,0.00004182784,0.0002483714,0.00009005535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001909749,"about_ca_system_score_gemma":0.00004098967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009039026,"about_ca_topic_score_gemma":0.005886602,"domain_scores_codex":[0.997269,0.0002304071,0.0005361724,0.0006896695,0.0004151222,0.0008595689],"domain_scores_gemma":[0.9978805,0.001015502,0.0003533956,0.0001955789,0.0002510427,0.0003040039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001295226,0.00007296381,0.8881422,0.00002261445,0.00006589233,0.000001324531,0.0007511232,0.001903516,0.00009325711,0.00001028673,0.002374582,0.1064327],"study_design_scores_gemma":[0.0005421446,0.002888448,0.9478285,0.00001891304,0.00004744191,0.000003407716,0.001521248,0.04083194,0.000009493527,0.001341828,0.004588579,0.0003780323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941291,0.00006036049,0.001872955,0.0001299397,0.000272124,0.0006402823,0.0006116055,0.0001504085,0.002133188],"genre_scores_gemma":[0.9761104,0.00004174084,0.02112705,0.001562923,0.0006111097,0.00003260615,0.0002431777,0.00001108151,0.0002599274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1060547,"threshold_uncertainty_score":0.9981224,"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."}}