{"id":"W7161757243","doi":"10.82308/50781","title":"Development of new predictor climate variables for statistical downscaling of daily precipitation process","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downscaling; Geopotential height; Precipitation; Humidity; Climate change; Variable (mathematics); Climate model","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":[0.001306408,0.0005494134,0.0005379667,0.0006196165,0.0002070631,0.0005864758,0.0006099545,0.000310849,0.001084046],"category_scores_gemma":[0.003019071,0.0003115156,0.0003773074,0.0009804495,0.000144928,0.0008011013,0.0005296243,0.00115351,0.0003990968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002325349,"about_ca_system_score_gemma":0.001121754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090191,"about_ca_topic_score_gemma":0.003228922,"domain_scores_codex":[0.9997664,0.00006978528,0.00002105592,0.00005540063,0.0000616614,0.00002565265],"domain_scores_gemma":[0.998973,0.0003196935,0.00009371977,0.0001326659,0.0004455507,0.00003544584],"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":[0.0002812393,0.0002905815,0.07133958,0.0001945141,0.0001709067,0.0001324617,0.0001325583,0.5103633,0.02562031,0.006801426,0.004600981,0.3800722],"study_design_scores_gemma":[0.00002408707,0.00004656674,0.008288319,0.00001312327,0.00002064584,0.00001389574,0.00001645965,0.9804841,0.008063064,0.0005721782,0.002441871,0.0000156017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.157005,0.0003300353,0.8375455,0.0001355524,0.0001189831,0.0001914312,0.001876431,0.001635964,0.001161058],"genre_scores_gemma":[0.4273449,0.00043432,0.5645511,0.00005946213,0.00008286206,0.0005422196,0.00558409,0.0002804869,0.001120555],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003090191,"threshold_uncertainty_score":0.006909072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254947117375516,"score_gpt":0.2957403907354643,"score_spread":0.2731909195617091,"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."}}