{"id":"W1586366360","doi":"","title":"Testing of Cloud Microphysics Scheme with Snow Events","year":2008,"lang":"en","type":"article","venue":"EGUGA","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weather Research and Forecasting Model; Snow; Environmental science; Meteorology; Graupel; Global Precipitation Measurement; Satellite; Radiance; Advanced Microwave Sounding Unit; Remote sensing; Cloud cover; Precipitation; Cloud computing; Computer science; Geography","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":[0.0007898314,0.0004032202,0.0002868976,0.0002536495,0.0004711445,0.0003560379,0.0005439638,0.0003221993,0.0005503382],"category_scores_gemma":[0.002559214,0.0001667943,0.0003689088,0.0002798041,0.0002901216,0.0005131691,0.0003173675,0.0003893612,0.00006884686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008082946,"about_ca_system_score_gemma":0.0009486986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09621022,"about_ca_topic_score_gemma":0.05511232,"domain_scores_codex":[0.9996732,0.00008335854,0.00002650952,0.00005428021,0.00007180091,0.00009075335],"domain_scores_gemma":[0.9986797,0.000559719,0.0001219649,0.0002184479,0.0003053748,0.0001148783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008848511,0.0005037964,0.1430172,0.00005981179,0.0001457514,0.000183252,0.0001642934,0.8214709,0.01327072,0.000963066,0.001073822,0.01826265],"study_design_scores_gemma":[0.0001030119,0.000258795,0.0292704,0.000004222334,0.0000214686,0.00002268192,0.00004739294,0.9616004,0.008153602,0.0001094669,0.0003962217,0.00001242922],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984079,0.00001760905,0.000652983,0.00003218991,0.000009709933,0.00001759715,0.0001953486,0.00008739399,0.0005791457],"genre_scores_gemma":[0.9985328,0.000009996974,0.0009856108,0.000009099666,0.000003347593,0.000006866162,0.000300135,0.00001404472,0.0001381618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09621022,"threshold_uncertainty_score":0.1913004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04328127500271076,"score_gpt":0.2149245410381823,"score_spread":0.1716432660354715,"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."}}