{"id":"W2354041896","doi":"","title":"Analysis on Climatic Disaster in Winter in Middle and High Latitude Regions of Northern Hemisphere","year":2012,"lang":"en","type":"article","venue":"Gaoyuan qixiang","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Winter storm; Climatology; Rossby wave; Snow; Jet stream; Subtropical ridge; Blocking (statistics); Polar vortex; Environmental science; Northern Hemisphere; Atmospheric sciences; Meteorology; Geology; Precipitation; Geography; Jet (fluid); Troposphere","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001115139,0.00007761768,0.0001892626,0.00005125109,0.00003466148,0.000009586597,0.00006133815,0.00002992711,0.0006138794],"category_scores_gemma":[0.0000225248,0.00006193305,0.00004212365,0.0004745052,0.00003990508,0.0001011513,0.00001156569,0.00006416423,0.00002268134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005928669,"about_ca_system_score_gemma":0.000004612348,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006891,"about_ca_topic_score_gemma":0.1709352,"domain_scores_codex":[0.9993721,0.00002537551,0.0001963765,0.0001145158,0.0000935467,0.0001980454],"domain_scores_gemma":[0.9996549,0.0001077781,0.00005240799,0.0001263701,0.000009901541,0.00004858942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009435375,0.00002882659,0.9929604,0.00001509844,0.00003413401,0.000001173446,0.001756673,0.002998249,0.000001470068,0.00005300709,0.00002860942,0.002112939],"study_design_scores_gemma":[0.0001638483,0.00002215116,0.9956757,0.00003282812,0.00003532782,3.912782e-7,0.001653936,0.002018886,0.000001695551,0.00008602937,0.0002381233,0.00007105013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997529,0.0005635753,0.00004615166,0.0002319782,0.00005044907,0.00007254921,0.0000177976,0.000005153904,0.0014833],"genre_scores_gemma":[0.9992105,0.00004798954,0.0004398501,0.0001174223,0.00002749295,0.000001545792,0.00002510448,0.000002112772,0.0001279459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669283,"threshold_uncertainty_score":0.8441931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783765300714007,"score_gpt":0.219744204844266,"score_spread":0.191906551837126,"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."}}