{"id":"W2173852065","doi":"10.60692/abk95-39q82","title":"DOWNSCALING TROPICAL CYCLONES FROM GLOBAL RE-ANALYSIS AND SCENARIOS: STATISTICS OF MULTI-DECADAL VARIABILITY OF TC ACTIVITY IN E ASIA","year":2011,"lang":"en","type":"article","venue":"Max Planck Digital Library","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Downscaling; Climatology; Environmental science; Tropical cyclone; Storm; Meteorology; Atmospheric research; Climate model; Climate change; Precipitation; Geography; Geology","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":[0.0004778948,0.0003589015,0.0002142517,0.0004655085,0.0001392444,0.0003613761,0.0002998701,0.0002437401,0.0007636041],"category_scores_gemma":[0.001209579,0.0001624696,0.0004850328,0.0007658346,0.0001245871,0.0003925115,0.0002650046,0.0003723728,0.0001074512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467694,"about_ca_system_score_gemma":0.0004709671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01490462,"about_ca_topic_score_gemma":0.01227133,"domain_scores_codex":[0.9998779,0.00003035782,0.00001491354,0.00004107401,0.00001932287,0.00001643251],"domain_scores_gemma":[0.999647,0.00009089518,0.00005288961,0.00008250709,0.00009296129,0.00003374154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003937534,0.0001541184,0.1832718,0.00008466023,0.0003194206,0.0002615282,0.0001801521,0.7827113,0.007679741,0.00160368,0.00235853,0.02098132],"study_design_scores_gemma":[0.00007580173,0.0001400501,0.2296288,0.00001732022,0.00008717382,0.00007955196,0.0001287,0.7602553,0.006020021,0.0007795313,0.002750799,0.00003695998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924726,0.00003643116,0.002834612,0.00004837934,0.00001593212,0.00002454139,0.003464079,0.0001007886,0.001002524],"genre_scores_gemma":[0.9921485,0.00003128872,0.002544936,0.000009646804,0.000006112294,0.00002727354,0.005028304,0.00002952972,0.0001742903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01490462,"threshold_uncertainty_score":0.02963573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579103541581152,"score_gpt":0.2278473992187707,"score_spread":0.2020563638029592,"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."}}