{"id":"W2113986494","doi":"10.1175/jhm542.1","title":"Catch Characteristics of Precipitation Gauges in High-Latitude Regions with High Winds","year":2006,"lang":"en","type":"article","venue":"Journal of Hydrometeorology","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Environmental science; Snow; Latitude; Wind speed; Climatology; Atmospheric sciences; Meteorology; Geology; Geography; Geodesy","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":[0.0008478376,0.0002024174,0.0002296801,0.0005744384,0.000235666,0.0003456586,0.0002369622,0.0001881957,0.000303635],"category_scores_gemma":[0.001280492,0.0001269109,0.0002467854,0.0007192032,0.0001973255,0.0002868098,0.0002896774,0.000148097,0.0001009855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331459,"about_ca_system_score_gemma":0.0002053451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0348777,"about_ca_topic_score_gemma":0.04659292,"domain_scores_codex":[0.9995366,0.00008825219,0.00004798646,0.0001183385,0.0001435427,0.00006515742],"domain_scores_gemma":[0.9991801,0.0001425089,0.0002709448,0.000102671,0.0002356394,0.00006807372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536277,0.00002493054,0.9888719,0.00001049928,0.0000606807,0.00006897837,0.0001182808,0.001384014,0.004346388,0.00002850412,0.0001205902,0.004811752],"study_design_scores_gemma":[0.00000401061,0.00004709208,0.9980744,0.000002027344,0.00000912703,0.00002716759,0.00006286892,0.0008828162,0.0007399049,0.000006729645,0.0001405331,0.000003325138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991866,0.0000208813,0.0002539067,0.000002409249,0.00000319568,0.000002638389,0.0001424158,0.000008199756,0.0003797208],"genre_scores_gemma":[0.9990434,0.00001265737,0.0002138281,0.000004013363,0.000001663509,0.000004487228,0.0005967318,0.00000241211,0.0001207147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0348777,"threshold_uncertainty_score":0.06934941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009967916083663864,"score_gpt":0.2035223842365665,"score_spread":0.1935544681529027,"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."}}