{"id":"W4240402095","doi":"10.1175/2008waf2007015","title":"Visibility During Blowing Snow Events Over Arctic Sea Ice","year":2007,"lang":"en","type":"article","venue":"Weather and Forecasting","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visibility; Snow; Wind speed; Environmental science; Meteorology; Arctic; Sea ice; Atmospheric sciences; Climatology; Geology; Geography; Oceanography","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":[0.0002579383,0.0002245388,0.0002334893,0.0006108179,0.0005775286,0.0004149038,0.0002037574,0.0001625364,0.0004310577],"category_scores_gemma":[0.0008155,0.0001348012,0.0001698552,0.0003702267,0.0002622103,0.0002125359,0.0002214489,0.0001773003,0.00007433473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250083,"about_ca_system_score_gemma":0.0006365239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3057441,"about_ca_topic_score_gemma":0.5103286,"domain_scores_codex":[0.9998025,0.00002393542,0.000009506752,0.00004652032,0.00006851478,0.00004897805],"domain_scores_gemma":[0.9995629,0.00006516932,0.0001254087,0.00001502187,0.0001457978,0.00008562466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002821497,0.00007039978,0.9818308,0.00002922757,0.00004684005,0.000227291,0.001574589,0.0003965477,0.007933625,0.00001728175,0.0001821801,0.007409137],"study_design_scores_gemma":[0.000001115056,0.00003553548,0.9993365,0.000002284101,0.000003167826,0.00003002395,0.0001840641,0.000130429,0.0001875857,0.000002754342,0.00008415913,0.00000228818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995967,0.00002213836,0.00003225769,0.000002459918,0.00000117473,0.000004167016,0.0001221686,0.000002118272,0.0002168375],"genre_scores_gemma":[0.9992827,0.00003516725,0.00009319081,0.000004765073,0.00000194389,0.000003949986,0.0004051382,0.000001319512,0.0001720158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3057441,"threshold_uncertainty_score":0.6079289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724844837961496,"score_gpt":0.2309663717279579,"score_spread":0.203717923348343,"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."}}