{"id":"W1965350535","doi":"10.1175/2011jcli3764.1","title":"A Synoptic Weather-Typing Approach to Project Future Daily Rainfall and Extremes at Local Scale in Ontario, Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Climate variability and models","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; Environment and Climate Change Canada","funders":"","keywords":"Downscaling; Climatology; Environmental science; Meteorology; Climate model; Climate change; GCM transcription factors; Precipitation; General Circulation Model; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002640918,0.0001800951,0.0001376265,0.001281538,0.0005970254,0.0005707956,0.0003498089,0.00008690063,0.001356138],"category_scores_gemma":[0.0007787306,0.0001447396,0.0001790544,0.002313218,0.0002025633,0.000197977,0.0003116576,0.000135872,0.00008798058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006672616,"about_ca_system_score_gemma":0.008861755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757131,"about_ca_topic_score_gemma":0.9844748,"domain_scores_codex":[0.999836,0.00001837215,0.00001132161,0.00003604097,0.00006648957,0.00003180046],"domain_scores_gemma":[0.9995983,0.00003274081,0.00005160936,0.00002841989,0.0002483026,0.00004057767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000136337,0.0000440033,0.8268423,0.0001217313,0.0001368641,0.0002163284,0.00116174,0.09253839,0.004327819,0.002175807,0.003696811,0.06860188],"study_design_scores_gemma":[0.00001376957,0.00002017232,0.9031833,0.0000191319,0.00003035619,0.00002246293,0.001081209,0.08854681,0.00082854,0.0002743637,0.005958432,0.00002141091],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746948,0.0001392239,0.008042202,0.0001181111,0.00000768179,0.000119014,0.008182933,0.000172526,0.008523397],"genre_scores_gemma":[0.9888114,0.0001328861,0.006234113,0.0000102994,0.000003089562,0.0000556522,0.002639378,0.00001552689,0.002097691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428687,"threshold_uncertainty_score":0.04885972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332900681132326,"score_gpt":0.2111614026783837,"score_spread":0.1878323958670604,"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."}}