{"id":"W2793988827","doi":"","title":"An evaluation of statistical downscaling methods in central Canada for climate change impact studies","year":2008,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Downscaling; Climate change; Climatology; Environmental science; Geology; Oceanography","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":[0.02995687,0.0008055918,0.0005829086,0.001690577,0.002886257,0.002273944,0.00254236,0.0005799336,0.003895176],"category_scores_gemma":[0.08493135,0.0003981189,0.0007394457,0.004322042,0.0009690746,0.001120711,0.001336643,0.0009232175,0.000303167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0270435,"about_ca_system_score_gemma":0.06377564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9754562,"about_ca_topic_score_gemma":0.9794295,"domain_scores_codex":[0.9897394,0.004784831,0.0005977008,0.0006908079,0.003657118,0.0005301865],"domain_scores_gemma":[0.9123686,0.04181704,0.002592691,0.003433119,0.03802522,0.001763323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.007078873,0.001340658,0.1769195,0.0008377462,0.0008958353,0.0001781283,0.003168757,0.09959823,0.003843895,0.0148925,0.02042183,0.6708241],"study_design_scores_gemma":[0.001957743,0.001251619,0.4001609,0.000446738,0.0010033,0.0001196266,0.005692692,0.5514462,0.006772374,0.004099322,0.0268078,0.000241774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8824116,0.00301305,0.0789176,0.003819627,0.0002592466,0.002205499,0.005527986,0.002448228,0.02139713],"genre_scores_gemma":[0.8291043,0.00112568,0.1592558,0.0004630294,0.00003921172,0.0005329425,0.003674031,0.0005016295,0.005303337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02995687,"threshold_uncertainty_score":0.1962153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620207159893761,"score_gpt":0.3435090391258723,"score_spread":0.1814883231364962,"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."}}