{"id":"W2613051669","doi":"","title":"Explosive cyclones in CMIP5 climate models","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climatology; Environmental science; Meteorology; Climate model; Climate change; Geology; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003848966,0.000157286,0.000247797,0.00009420892,0.0001494023,0.00008068109,0.0003028747,0.00009687627,0.0001761865],"category_scores_gemma":[0.0001320594,0.0001207363,0.00006824578,0.0001702626,0.00007541745,0.0002639359,0.00004227835,0.0002766296,0.001080463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005636061,"about_ca_system_score_gemma":0.00001366362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01741253,"about_ca_topic_score_gemma":0.06912159,"domain_scores_codex":[0.9980599,0.0002132244,0.0003028866,0.0003614798,0.0003512474,0.0007112763],"domain_scores_gemma":[0.9991529,0.0003506136,0.00005346852,0.0001986802,0.00003477727,0.0002095709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004293541,0.00001679316,0.9633237,0.00003402363,0.000003750154,0.00001251491,0.0001019085,0.008037346,0.00007192043,0.001041065,0.0001960982,0.02711794],"study_design_scores_gemma":[0.0004626864,0.0001572228,0.803369,0.00007446886,0.000005213562,0.000005779603,0.0001325393,0.1829534,0.00008739141,0.009421702,0.003037568,0.0002930216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759353,0.0003718951,0.0003885426,0.0004882105,0.0001507864,0.0001257519,0.00001505481,0.00006445425,0.02245995],"genre_scores_gemma":[0.9976748,0.0002386688,0.001556743,0.0002118377,0.0002365414,0.000003965279,0.00003246323,0.000006207764,0.00003877478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1749161,"threshold_uncertainty_score":0.9996973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347148269836872,"score_gpt":0.2355425166332773,"score_spread":0.2120710339349086,"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."}}