{"id":"W2024228238","doi":"10.1175/waf842.1","title":"A Unique Satellite Perspective of the 13–14 January 2004 Record Cold Outbreak in the Northeast","year":2005,"lang":"en","type":"article","venue":"Weather and Forecasting","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Oceanic and Atmospheric Administration","keywords":"Environmental science; Arctic; Snow; Air mass (solar energy); Cold front; Geostationary Operational Environmental Satellite; Warm front; Geostationary orbit; Climatology; Satellite; Physical geography; Oceanography; Geology; Geography; Meteorology","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":[0.0001903175,0.0001491751,0.0001993264,0.001212727,0.001187321,0.001093228,0.0002524196,0.0005562291,0.00147905],"category_scores_gemma":[0.00046604,0.0001255932,0.0001168937,0.001377087,0.0003706838,0.0004439948,0.0005302037,0.0006090245,0.0003188088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581687,"about_ca_system_score_gemma":0.0006525789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1981961,"about_ca_topic_score_gemma":0.504168,"domain_scores_codex":[0.9999206,0.000007412718,0.000006225536,0.00001752094,0.00002197862,0.00002633835],"domain_scores_gemma":[0.9995738,0.00003274731,0.0001425273,0.00003364893,0.0001248585,0.00009244667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004483623,0.0001458244,0.9132042,0.0001422132,0.0001039692,0.003701987,0.006154098,0.001994194,0.01296512,0.00102138,0.03184922,0.02826945],"study_design_scores_gemma":[0.000005958071,0.00002382774,0.979359,0.0000276362,0.00001827773,0.0002622905,0.001704255,0.0005429393,0.0005201407,0.0000665935,0.01745933,0.000009734769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777541,0.0006076338,0.0002747162,0.001750835,0.0001125163,0.00001668069,0.005766155,0.00007139619,0.01364611],"genre_scores_gemma":[0.9897386,0.0004288581,0.0005166951,0.0003738284,0.0002036502,0.00001086272,0.006111979,0.00002471071,0.002590742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1981961,"threshold_uncertainty_score":0.3940849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009746771416858944,"score_gpt":0.1973330584347077,"score_spread":0.1875862870178487,"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."}}