{"id":"W4385732882","doi":"10.3390/cli11080169","title":"Super Climate Events","year":2023,"lang":"en","type":"article","venue":"Climate","topic":"Climate variability and models","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental science; Jet stream; Climatology; Winter storm; Arctic; Snow; Abrupt climate change; Storm; Effects of global warming; Global warming; Geography; Oceanography; Geology; Meteorology; Jet (fluid)","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":[0.0008031065,0.0005047356,0.0003712626,0.001336565,0.0009273819,0.001999193,0.0006912259,0.0008499374,0.01995585],"category_scores_gemma":[0.002397274,0.0001694061,0.0006518342,0.002541035,0.0003920239,0.001925369,0.002097395,0.001401223,0.003060426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000631349,"about_ca_system_score_gemma":0.0006110645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004786938,"about_ca_topic_score_gemma":0.005315302,"domain_scores_codex":[0.9993598,0.0001046598,0.00004694709,0.0001274084,0.000202414,0.0001588542],"domain_scores_gemma":[0.9986057,0.0002560956,0.0003955626,0.0002325133,0.0002556308,0.0002546242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000784456,0.0002495245,0.2045126,0.001060602,0.0003106801,0.001301249,0.002893642,0.02503359,0.001855279,0.1824482,0.3932296,0.1863206],"study_design_scores_gemma":[0.00006281564,0.00009937007,0.1040702,0.00025701,0.0000739022,0.0008171538,0.001545463,0.0136943,0.0007585114,0.05618713,0.822336,0.00009816957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3051254,0.004836424,0.06293884,0.003777045,0.003933489,0.001139474,0.1403379,0.005168876,0.4727425],"genre_scores_gemma":[0.8825641,0.003117987,0.0136529,0.00191037,0.001036412,0.0008712662,0.060442,0.0004949279,0.03591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01995585,"threshold_uncertainty_score":0.06675893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623004641211635,"score_gpt":0.2654479724352921,"score_spread":0.2392179260231757,"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."}}