{"id":"W6939493379","doi":"10.6084/m9.figshare.25749513","title":"Universal Rapid Weather Prediction Model (Sonagi Model) Forecast Current Result","year":2024,"lang":"en","type":"dataset","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","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; Nowcasting","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":[0.0006507043,0.002071595,0.001039222,0.001753802,0.0004488392,0.001252866,0.002294951,0.001922382,0.02425192],"category_scores_gemma":[0.003163772,0.0004894587,0.001583045,0.002645476,0.0002503672,0.001389048,0.001057395,0.001503754,0.05325712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009518126,"about_ca_system_score_gemma":0.00108201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02386633,"about_ca_topic_score_gemma":0.04621758,"domain_scores_codex":[0.9994747,0.00007449476,0.00006361929,0.0002079713,0.0001132787,0.00006593076],"domain_scores_gemma":[0.9990999,0.0001988031,0.0000810277,0.0002733757,0.000272669,0.00007441188],"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":[0.0001113402,0.00004293434,0.003335836,0.0005850076,0.00006643829,0.00003640883,0.0000181163,0.002858792,0.0001968631,0.0003969363,0.987531,0.00482034],"study_design_scores_gemma":[0.0005546802,0.00007794562,0.01529147,0.0004372843,0.0001069257,0.0001343048,0.0001174992,0.02019103,0.001390186,0.003260788,0.9583372,0.0001006373],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006390571,0.0001031608,0.0002211031,0.00006648857,0.00003843171,0.00001217048,0.9968867,0.001297417,0.0007355009],"genre_scores_gemma":[0.001333292,0.00005182228,0.0006309238,0.00002689081,0.000006152894,0.00003764464,0.9974205,0.00006818643,0.0004245451],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02425192,"threshold_uncertainty_score":0.08113074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04283165433727158,"score_gpt":0.2402172733932493,"score_spread":0.1973856190559777,"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."}}