{"id":"W4404194402","doi":"10.1002/joc.8651","title":"A Stepwise‐Clustered Precipitation Downscaling Method for Ensemble Climatic Projections in the Mediterranean Region","year":2024,"lang":"en","type":"article","venue":"International Journal of Climatology","topic":"Climate variability and models","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Mitacs; Canada Research Chairs","keywords":"Downscaling; Climatology; Precipitation; Mediterranean climate; Environmental science; Meteorology; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000642664,0.0005365249,0.0004222995,0.0006576076,0.0002593038,0.0002797548,0.000607435,0.0002880833,0.001334553],"category_scores_gemma":[0.001491833,0.000279558,0.000649536,0.0007010988,0.00009845299,0.0002671945,0.0003230577,0.0004374876,0.0002266391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002162092,"about_ca_system_score_gemma":0.0008275959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175117,"about_ca_topic_score_gemma":0.01596406,"domain_scores_codex":[0.9998524,0.00005625006,0.0000105449,0.00003550574,0.00003069219,0.00001456516],"domain_scores_gemma":[0.999692,0.00009578434,0.0000323853,0.00003488993,0.0001299086,0.00001503886],"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":[0.00008524622,0.00005839207,0.006146336,0.00004287807,0.0001611608,0.00007081821,0.00004048552,0.8738239,0.003131135,0.0007568681,0.001617689,0.1140652],"study_design_scores_gemma":[0.00000376805,0.000004323544,0.0008141149,0.000001289843,0.000003970641,0.000002186348,0.000002587029,0.9987092,0.0002279449,0.0001108448,0.0001175466,0.00000219325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3239193,0.0002470397,0.6709,0.0001116861,0.00006893808,0.0001368142,0.001335198,0.00184584,0.001435241],"genre_scores_gemma":[0.7462804,0.0001227548,0.2505448,0.00002776669,0.00002891222,0.0002089965,0.001871754,0.0001308449,0.0007837253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0175117,"threshold_uncertainty_score":0.03481954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05839757097997178,"score_gpt":0.372716395887359,"score_spread":0.3143188249073872,"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."}}