{"id":"W4406726301","doi":"10.1007/s00704-025-05357-7","title":"Assessment of Regional Climate Model simulations at reproducing the link between PDO and Climate Extreme Precipitation indices in Mexico","year":2025,"lang":"en","type":"article","venue":"Theoretical and Applied Climatology","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ouranos; École de Technologie Supérieure","funders":"","keywords":"Precipitation; Climatology; Environmental science; Climate model; Climate extremes; Climate change; General Circulation Model; Downscaling; Atmospheric sciences; Meteorology; Geography; Geology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001971,0.0001396883,0.0003129603,0.00005480985,0.0002282995,0.00001616468,0.0001334942,0.0001343988,0.0001291051],"category_scores_gemma":[0.00005060534,0.0001027576,0.00002872907,0.0001722014,0.00139263,0.00006124643,0.0005651461,0.0001840118,0.000003882885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004979902,"about_ca_system_score_gemma":0.00001085193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009077172,"about_ca_topic_score_gemma":0.00005063678,"domain_scores_codex":[0.9984704,0.0001174024,0.0004580023,0.0004893039,0.0001422025,0.0003227409],"domain_scores_gemma":[0.9985703,0.0009646993,0.0001139049,0.0002926105,0.00000798922,0.00005053116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007230802,0.00003271685,0.2400696,0.0000593846,0.000008474764,2.44097e-7,0.000444381,0.01533701,0.001679082,0.7409333,0.000004656727,0.001358872],"study_design_scores_gemma":[0.0005979851,0.00003288409,0.1797194,0.00004146283,0.00006697133,0.000003157136,0.0001398383,0.3675374,0.0003717063,0.4513006,0.00004609954,0.0001424619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799449,0.00002810581,0.00161847,0.00452865,0.00001666317,0.0003621029,0.0000359216,0.00001982158,0.01344541],"genre_scores_gemma":[0.9976296,0.0001778909,0.001877297,0.0002227719,0.00001218423,0.00003614364,0.00003053906,0.000007314567,0.000006195506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3522004,"threshold_uncertainty_score":0.5131204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453038273436401,"score_gpt":0.293923640317729,"score_spread":0.269393257583365,"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."}}