{"id":"W2957815438","doi":"","title":"Regional Climate Projections for British Columbia: Tools and Uncertainty","year":2008,"lang":"en","type":"article","venue":"13th Conference on Mountain Meteorology/17th Conference on Applied Climatology (11–15 August 2008)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Climatology; Climate change; Geography; Meteorology; Regional 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0006653215,0.000756792,0.00119508,0.00006083597,0.001558416,0.000265022,0.0008292533,0.0009222937,0.004339068],"category_scores_gemma":[0.0001157386,0.0009661203,0.0002016683,0.0003711707,0.003591672,0.0003063839,0.0004528635,0.0008334867,0.0003443594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762024,"about_ca_system_score_gemma":0.0001869788,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345539,"about_ca_topic_score_gemma":0.02380165,"domain_scores_codex":[0.9943298,0.0002748859,0.0009708845,0.002005632,0.0006322532,0.001786512],"domain_scores_gemma":[0.9975594,0.00049577,0.0005433421,0.0008463971,0.00006691086,0.0004881836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002584697,0.002419156,0.7722843,0.0001829872,0.0003260038,0.000426774,0.001115678,0.01111926,0.002392954,0.1314087,0.04479905,0.03094043],"study_design_scores_gemma":[0.01871935,0.006021672,0.7183136,0.0003159039,0.0007369542,0.004895721,0.007585097,0.1046735,0.0001455916,0.04655972,0.08487928,0.00715368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735723,0.00003244905,0.004284272,0.001474506,0.0003143717,0.002293508,0.0002745587,0.0003097868,0.01744423],"genre_scores_gemma":[0.9807122,0.001366809,0.009857332,0.003836911,0.00007373784,0.001367892,0.0003128548,0.0001052777,0.002366991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09355421,"threshold_uncertainty_score":0.9997414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02988921064833338,"score_gpt":0.2444882386284783,"score_spread":0.2145990279801449,"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."}}