{"id":"W2513773057","doi":"10.1175/mwr-d-16-0015.1","title":"Climatology of Banded Precipitation over the Contiguous United States","year":2016,"lang":"en","type":"article","venue":"Monthly Weather Review","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Precursory Research for Embryonic Science and Technology; University of Manchester; Natural Environment Research Council; Sight Research UK","keywords":"Precipitation; Precipitation types; Climatology; Storm; Geology; Monsoon; Environmental science; Winter storm; Meteorology; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002266594,0.0001610585,0.0001848316,0.001463508,0.0002592361,0.0004211234,0.0001931809,0.0001232931,0.001332269],"category_scores_gemma":[0.0005824685,0.00009315384,0.0001306565,0.002413764,0.0001020942,0.0001772219,0.0002707496,0.0001919645,0.0002312684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007277972,"about_ca_system_score_gemma":0.0004557694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1257862,"about_ca_topic_score_gemma":0.1828338,"domain_scores_codex":[0.9998598,0.00002019494,0.00001558363,0.00003317601,0.00005357015,0.000017645],"domain_scores_gemma":[0.9993895,0.00004687922,0.0001489495,0.00002926711,0.0003291401,0.00005621356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007351402,0.0000762217,0.9562953,0.00007574822,0.0001410761,0.000173237,0.0002674166,0.00324247,0.001479551,0.0002261249,0.01659059,0.02135876],"study_design_scores_gemma":[0.0000042396,0.00001273353,0.9904356,0.00001749243,0.00001210919,0.00005094504,0.0002575807,0.002310232,0.00026213,0.00003970549,0.006591125,0.000006020362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9311726,0.0004319953,0.001115528,0.0001397036,0.00003979027,0.0000483962,0.0618214,0.0001844705,0.005046122],"genre_scores_gemma":[0.9523906,0.000272677,0.00276822,0.0000654637,0.00001537562,0.00008958474,0.04284441,0.0000171736,0.00153643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1257862,"threshold_uncertainty_score":0.2501081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02774850237450759,"score_gpt":0.254820287717034,"score_spread":0.2270717853425264,"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."}}