{"id":"W2885758681","doi":"","title":"Climate Change and Extreme Weather Events at Local Scale over Canada","year":2014,"lang":"en","type":"article","venue":"20th International Congress of Biometeorology (28 September–2 October 2014)","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Climate change; Extreme weather; Scale (ratio); Climatology; Environmental science; Meteorology; Geography; Cartography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002906229,0.0001672813,0.0002840972,0.0009979146,0.002021083,0.001718747,0.000554118,0.0003778761,0.003910473],"category_scores_gemma":[0.0009912782,0.0002050358,0.0003653299,0.003930909,0.000573741,0.0005778342,0.0009347547,0.0007411523,0.0002158053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02687763,"about_ca_system_score_gemma":0.02707319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9980393,"about_ca_topic_score_gemma":0.9991794,"domain_scores_codex":[0.9997502,0.00001532137,0.00001399979,0.00004510173,0.00006537496,0.0001099699],"domain_scores_gemma":[0.9989609,0.0000686962,0.0001239261,0.00002378716,0.0005331137,0.0002895613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001353344,0.00006373075,0.9610538,0.00007664833,0.0001559379,0.0002513888,0.001654939,0.004384741,0.0005150759,0.001540406,0.01002869,0.02013931],"study_design_scores_gemma":[0.000005364107,0.00000410915,0.9942562,0.00001862362,0.00001898349,0.00001685087,0.001243258,0.001211343,0.00003714618,0.00007964698,0.003094412,0.00001406274],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809068,0.001142093,0.0002256493,0.00204181,0.00004376651,0.00002071906,0.008502007,0.00004052573,0.007076703],"genre_scores_gemma":[0.9940115,0.0006302372,0.0001187784,0.00009977675,0.00001297986,0.000006150506,0.001964756,0.00001050501,0.003145371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02687763,"threshold_uncertainty_score":0.1950117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041318481097657,"score_gpt":0.2422340880536293,"score_spread":0.2218209032426527,"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."}}