{"id":"W2237541553","doi":"10.1175/jcli-d-15-0232.1","title":"The Importance of the Montreal Protocol in Mitigating the Potential Intensity of Tropical Cyclones","year":2016,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Climatology; Ozone layer; Environmental science; Tropical cyclone; Sea surface temperature; Stratosphere; Atmosphere (unit); Atmospheric sciences; Ozone depletion; Meteorology; Geography; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004011995,0.00007424162,0.0002139998,0.00002227404,0.000132428,0.00002141357,0.0004876552,0.00004212375,0.0001039251],"category_scores_gemma":[0.000315037,0.000021721,0.0001648418,0.0001420998,0.0004078412,0.0001041282,0.00004474061,0.0002630401,0.000003242761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005138389,"about_ca_system_score_gemma":0.00005261346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003972226,"about_ca_topic_score_gemma":0.005351833,"domain_scores_codex":[0.9983435,0.0002028932,0.0006359642,0.00007606586,0.0004799312,0.0002616552],"domain_scores_gemma":[0.9987933,0.0004218294,0.0004203977,0.0001661491,0.0001357584,0.00006258164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005713946,0.0000211749,0.9733275,0.00001902987,0.00001142838,0.0000119007,0.00003122513,0.00005539631,0.0008088258,0.0001336778,0.00003930304,0.02496921],"study_design_scores_gemma":[0.0005041857,0.000193304,0.9947718,0.00008067265,0.00000644505,0.00003829206,0.00008476944,0.000244026,0.0005744844,0.003153789,0.000315865,0.00003233102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928037,0.00006205892,0.00002253284,0.005043884,0.000114391,0.00164956,0.00001209346,0.000001637049,0.0002901402],"genre_scores_gemma":[0.9996273,0.00009772683,0.00007112168,0.00004286589,0.0001234238,0.00002296705,1.177325e-7,0.000001736338,0.0000127631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02493687,"threshold_uncertainty_score":0.2986448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127317475973311,"score_gpt":0.2629726166786104,"score_spread":0.2502408690812793,"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."}}