{"id":"W2536453356","doi":"10.1175/mwr-d-16-0072.1","title":"Structure and Evolution of a Warm Frontal Precipitation Band during the GPM Cold Season Precipitation Experiment (GCPEx)","year":2016,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Climatology; Environmental science; Global Precipitation Measurement; Meteorology; Atmospheric sciences; Geology; 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":[0.0001976865,0.0002074344,0.0001969019,0.0004539027,0.0004197473,0.0004258079,0.0001941944,0.0002718323,0.0004968823],"category_scores_gemma":[0.0004394035,0.0001306303,0.000162394,0.0004234718,0.0002626497,0.0001194206,0.0002390367,0.0002076307,0.00008289619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408932,"about_ca_system_score_gemma":0.000554846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2317499,"about_ca_topic_score_gemma":0.3145743,"domain_scores_codex":[0.999915,0.000009432015,0.000003322538,0.00002814014,0.00002318186,0.00002097527],"domain_scores_gemma":[0.9997587,0.00002767611,0.0000469446,0.000019781,0.00008234713,0.00006455098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007054623,0.0001791187,0.9573272,0.00004010863,0.0001283792,0.0002504121,0.0004449544,0.005992868,0.02507439,0.0002197249,0.002070725,0.0075665],"study_design_scores_gemma":[0.000008870744,0.00001666605,0.9969297,0.000001589745,0.00000540526,0.00001085464,0.0000450375,0.002072238,0.0005719223,0.000009411409,0.0003253231,0.000003024775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980567,0.00001831165,0.000116379,0.00001967701,0.000003981336,0.000008531153,0.001297803,0.00001927958,0.0004593801],"genre_scores_gemma":[0.9969628,0.00001575238,0.0002336206,0.00001360481,0.000003666884,0.0000125945,0.002495938,0.000005617992,0.0002563076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2317499,"threshold_uncertainty_score":0.4608018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317815815224144,"score_gpt":0.2248197749641489,"score_spread":0.2116416168119074,"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."}}