{"id":"W4311870967","doi":"10.5194/esd-13-1689-2022","title":"Rapid attribution analysis of the extraordinary heat wave on the Pacific coast of the US and Canada in June 2021","year":2022,"lang":"en","type":"article","venue":"Earth System Dynamics","topic":"Climate variability and models","field":"Environmental Science","cited_by":315,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Environment and Climate Change Canada; Pacific Institute for Climate Solutions; University of Victoria","funders":"","keywords":"Heat wave; Climatology; Climate change; Event (particle physics); Intensity (physics); Range (aeronautics); Environmental science; Meteorology; Atmospheric sciences; Geography; Geology; Physics; Oceanography; Materials science","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":[0.001057829,0.0003083383,0.0002292388,0.001538787,0.00076092,0.0008812106,0.0006372684,0.000290393,0.0008703911],"category_scores_gemma":[0.00350284,0.0001529469,0.000583052,0.002078452,0.000270882,0.0003296693,0.0007348505,0.0006127532,0.0001131019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004150341,"about_ca_system_score_gemma":0.003964241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8171015,"about_ca_topic_score_gemma":0.8033676,"domain_scores_codex":[0.9995624,0.00004497095,0.00001793693,0.00007931999,0.0002076966,0.00008762005],"domain_scores_gemma":[0.9980637,0.0003024236,0.0003208876,0.0001528326,0.0009153428,0.0002447896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001167146,0.00006150932,0.9469721,0.00005067886,0.0001878439,0.0003745681,0.0003831772,0.02631508,0.000942092,0.0009579048,0.00321593,0.02042235],"study_design_scores_gemma":[0.000005272967,0.00001736745,0.8933344,0.00001720672,0.00003595002,0.000050823,0.0007130054,0.1029807,0.0004936,0.0003328402,0.001990699,0.00002820397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876069,0.0001564818,0.003909927,0.0003563356,0.00005042422,0.00005568405,0.005328295,0.0002158352,0.002320188],"genre_scores_gemma":[0.9946283,0.00007179268,0.001366383,0.00002407133,0.000009481502,0.00001217168,0.003382521,0.00001680511,0.0004884748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828985,"threshold_uncertainty_score":0.3679513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009896024240222028,"score_gpt":0.1752936580639361,"score_spread":0.1653976338237141,"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."}}