{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001467583,0.00014438,0.0003016587,0.00003393574,0.00008627369,0.00001621903,0.0001742965,0.0001018103,0.0003173145],"category_scores_gemma":[0.0001020109,0.00011419,0.00007759271,0.0001125311,0.0001608007,0.0001950606,0.0001474261,0.00008730683,0.00006950922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008769581,"about_ca_system_score_gemma":0.000006609993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003801838,"about_ca_topic_score_gemma":0.000005375338,"domain_scores_codex":[0.9985774,0.0001666561,0.0005014535,0.0002656912,0.0002179823,0.0002708855],"domain_scores_gemma":[0.9992381,0.0001791304,0.0001705809,0.0003237923,0.00001389228,0.00007447767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001830592,0.001075244,0.0007258499,0.002854432,0.00007335767,0.000001579299,0.02832197,0.4292963,0.01451031,0.5224741,0.00005091985,0.0004329886],"study_design_scores_gemma":[0.00013844,0.00001807631,0.00001544153,0.0001580446,0.00004996248,0.00000551746,0.0008947675,0.8637577,0.0001512272,0.1346798,0.000001953334,0.0001291454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4308423,0.00001735216,0.4854701,5.053972e-7,0.00006302722,0.0003387547,0.000006707478,0.0000322018,0.08322909],"genre_scores_gemma":[0.9740601,0.000002468094,0.02575212,0.000008057782,0.00001283167,0.00003072406,0.000001347487,0.00001969182,0.0001126116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5432179,"threshold_uncertainty_score":0.4656532,"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."}}