{"id":"W208260873","doi":"","title":"Simulations of Lake-effect Storms during the Ontario Winter Lake-effect Systems Project","year":2015,"lang":"en","type":"article","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Storm; Environmental science; Winter storm; Meteorology; Climatology; Hydrology (agriculture); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002961384,0.0002344903,0.0004298029,0.00008659769,0.0002773314,0.00004679577,0.0004050822,0.00007801523,0.00004801723],"category_scores_gemma":[0.00001850957,0.0001769423,0.0001680001,0.0001898994,0.0003492812,0.0005422349,0.0003740577,0.0001402459,0.00008181113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005136,"about_ca_system_score_gemma":0.00007109579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01225035,"about_ca_topic_score_gemma":0.03202093,"domain_scores_codex":[0.9984066,0.0001603258,0.0003300327,0.000351699,0.0004428702,0.0003084285],"domain_scores_gemma":[0.9989994,0.000105332,0.0003239824,0.0004139847,0.00002837692,0.0001289381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004116402,0.00005541448,0.9657254,0.0002460923,0.0002934062,0.0001846797,0.008486831,0.01290781,0.0001227464,0.000004316127,0.01147438,0.00008727318],"study_design_scores_gemma":[0.00913545,0.005628704,0.4969999,0.0009054965,0.001054403,0.0004223736,0.02026138,0.001585775,0.002085351,0.00002832789,0.4601512,0.001741595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456534,0.00001613741,0.00009707837,0.0000189991,0.0005450476,0.0008661826,0.00004547102,0.00007214978,0.05268556],"genre_scores_gemma":[0.9135103,5.593552e-7,0.000007783085,0.000003294182,0.00002740563,0.000001347226,0.00002172479,0.00001194226,0.08641563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4687255,"threshold_uncertainty_score":0.9943272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295018582760215,"score_gpt":0.1914665373772218,"score_spread":0.1785163515496197,"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."}}