{"id":"W3042380220","doi":"","title":"Climate model downscaling of Vancouver Island precipitation using a synoptic typing approach","year":2011,"lang":"en","type":"article","venue":"Mathematical Systems Theory","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Downscaling; Precipitation; Climatology; Environmental science; Climate model; Meteorology; Climate change; Geography; Oceanography; Geology","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":[0.0003399764,0.0002040041,0.0002760373,0.0003864132,0.000560683,0.0009467906,0.0006046671,0.0004016506,0.0009636694],"category_scores_gemma":[0.001162159,0.0003237329,0.0002650978,0.0007100827,0.000263948,0.0004637539,0.0003242673,0.0004497577,0.00009744547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521859,"about_ca_system_score_gemma":0.001759416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4188797,"about_ca_topic_score_gemma":0.4328507,"domain_scores_codex":[0.9999052,0.00003003917,0.000007496435,0.00002356249,0.00001717764,0.00001653774],"domain_scores_gemma":[0.9997415,0.00005370995,0.00003544612,0.00003726793,0.0001030892,0.00002903094],"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":[0.00004932659,0.00002862978,0.0106183,0.000009598247,0.00004290107,0.0000239032,0.00004525711,0.9795387,0.0009763014,0.00253006,0.0006184537,0.005518503],"study_design_scores_gemma":[0.00001009123,0.000001823606,0.002673018,9.574463e-7,0.000006061037,0.000001464002,0.000008458719,0.9966614,0.00009937256,0.0003582595,0.0001759837,0.000003031662],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557674,0.000109266,0.03622407,0.000434392,0.0000686546,0.00002957798,0.0008536865,0.0002750234,0.006237954],"genre_scores_gemma":[0.991877,0.0000692534,0.006558822,0.00001964647,0.00001636171,0.00001761226,0.0003166109,0.00004064351,0.001083979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5811204,"threshold_uncertainty_score":0.832883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05035740643974245,"score_gpt":0.2413288652660731,"score_spread":0.1909714588263306,"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."}}