{"id":"W3025209207","doi":"10.7939/r3-kz2b-5r47","title":"Spatial and Temporal Variabilities of Climate Extremes over Canada in a Changing Climate","year":2019,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Climate variability and models","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Climatology; Environmental science; Geography; Physical geography; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001026676,0.00008177797,0.0001816949,0.00006839189,0.00004103003,0.000004732075,0.0001366865,0.00004602184,0.004247873],"category_scores_gemma":[0.000007245378,0.00009165872,0.00002897112,0.0001531745,0.0001204804,0.0005258681,0.0005272159,0.00005480751,0.000005025137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004081729,"about_ca_system_score_gemma":0.00004385112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6422204,"about_ca_topic_score_gemma":0.4730141,"domain_scores_codex":[0.99928,0.00004019799,0.000128111,0.0001965665,0.0001167887,0.0002383861],"domain_scores_gemma":[0.9995479,0.000162357,0.00007629003,0.0001637572,0.000001917281,0.00004778201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008352935,0.00003684511,0.9948447,0.0001044459,0.000004859545,0.000003113902,0.003001708,0.0002490567,0.0001799413,0.001225541,0.0000801557,0.0001860738],"study_design_scores_gemma":[0.00204297,0.0001608301,0.9408728,0.0002272982,0.00003431663,0.000003745032,0.007038777,0.03628039,0.0006257229,0.000924101,0.01128117,0.0005078156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696413,0.000008160958,0.000005170121,0.0001768758,0.00003957935,0.0001290244,0.00002822882,0.000005971602,0.02996566],"genre_scores_gemma":[0.9987301,0.00007638938,0.0003543575,0.00004508343,0.000003386759,8.310091e-8,0.00001641953,0.000005666152,0.000768489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1692063,"threshold_uncertainty_score":0.9966624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004925768617606521,"score_gpt":0.1534561168162066,"score_spread":0.1485303481986001,"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."}}