{"id":"W6977507907","doi":"10.6084/m9.figshare.25749171.v1","title":"Universal Rapid Weather Prediction Model (Sonagi Model) Forecast Current Result","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National weather service; Weather forecasting; Current (fluid); Weather prediction; Numerical weather prediction; Tropical cyclone forecast model; Global Forecast System","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":[0.0005754892,0.001739504,0.0007655924,0.00167524,0.0004216589,0.001105548,0.001811323,0.001474976,0.0200468],"category_scores_gemma":[0.002951786,0.0004124136,0.001336392,0.002211915,0.0002473364,0.001351652,0.0009610659,0.001352308,0.04424472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009318161,"about_ca_system_score_gemma":0.0009804775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03301531,"about_ca_topic_score_gemma":0.06435613,"domain_scores_codex":[0.9995815,0.00005728737,0.00004795568,0.0001539629,0.00009932924,0.00005997296],"domain_scores_gemma":[0.9991027,0.0001610528,0.00007276206,0.0003026088,0.0002952785,0.00006568015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009163396,0.00003952687,0.004770428,0.0004005607,0.00005312793,0.00003628352,0.00002249361,0.004027302,0.0001829806,0.0004637972,0.9840731,0.005838736],"study_design_scores_gemma":[0.0004243313,0.00009036369,0.02446286,0.0004323778,0.00009833106,0.0001878996,0.0001840314,0.03383425,0.001761009,0.004206453,0.9342014,0.0001167354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00104968,0.00008282502,0.0003304727,0.00009650277,0.00004454987,0.0000161019,0.9953004,0.001847126,0.001232324],"genre_scores_gemma":[0.002660828,0.0000544211,0.0007528523,0.00002927064,0.000008216389,0.00003967081,0.9957209,0.00009455197,0.0006392779],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03301531,"threshold_uncertainty_score":0.06706321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222574015274238,"score_gpt":0.2426606603526629,"score_spread":0.2204349201999206,"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."}}