{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006336504,0.0001347948,0.0001421755,0.0000369332,0.0002221909,0.0000229893,0.0002292035,0.00007145412,0.005200634],"category_scores_gemma":[0.00004469443,0.0001232014,0.00008039152,0.0003751155,0.0000878772,0.0002240049,0.0005972596,0.0000942869,0.03356865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007411947,"about_ca_system_score_gemma":0.000003378586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004397934,"about_ca_topic_score_gemma":0.0000370351,"domain_scores_codex":[0.9984443,0.00004399616,0.0002205771,0.0003645487,0.000239683,0.0006869552],"domain_scores_gemma":[0.999387,0.00007552021,0.00003627609,0.0003778545,0.000004314155,0.0001190811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008807688,0.0003193934,0.912436,0.000131757,0.0000231981,0.00006511916,0.001848629,0.008880407,0.04776577,0.006453857,0.01788896,0.004098804],"study_design_scores_gemma":[0.001391589,0.0001460463,0.8398777,0.00007322457,0.00005870249,0.00002426746,0.000515271,0.03492356,0.001650808,0.01434434,0.1059527,0.001041716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627011,0.000004958211,0.00001242513,0.0005127419,0.0002811012,0.0001668534,0.00006724834,0.0003426948,0.03591089],"genre_scores_gemma":[0.9981899,0.0004625226,0.000213076,0.0003782186,0.00003722579,0.00003765505,0.00006417849,0.00002661764,0.0005906355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08806378,"threshold_uncertainty_score":0.9957088,"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."}}