{"id":"W2044656990","doi":"10.1007/s00382-010-0846-7","title":"Impact of resolution and downscaling technique in simulating recent Atlantic tropical cylone activity","year":2010,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":67,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Downscaling; Climatology; Tropical wave; Tropical cyclogenesis; Tropical cyclone; African easterly jet; Cyclogenesis; Teleconnection; Environmental science; Tropical Atlantic; Climate model; Cyclone (programming language); Precipitation; Meteorology; Geology; Sea surface temperature; Climate change; Geography; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001503831,0.0001036265,0.0002011802,0.00008395045,0.00007400646,0.00002903872,0.0001023852,0.000137781,0.0002044897],"category_scores_gemma":[0.0001442608,0.00007677903,0.00005272369,0.0002304979,0.0001414643,0.0001121661,0.00003135416,0.0004786168,0.000005802875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622232,"about_ca_system_score_gemma":0.00002608231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00547389,"about_ca_topic_score_gemma":0.02696726,"domain_scores_codex":[0.9989785,0.0000711112,0.0002155587,0.0002052087,0.0001645836,0.000365013],"domain_scores_gemma":[0.9994636,0.0001914135,0.00005412114,0.000135623,0.00003256448,0.0001226538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001469795,0.00003723027,0.9642503,0.0000366688,0.000003693943,0.000007676138,0.00001159571,0.001256954,0.003880545,0.0001678065,4.482746e-7,0.03020007],"study_design_scores_gemma":[0.0001477636,0.0001246033,0.6601566,0.00001183064,0.000002260127,0.000007359521,0.000004603284,0.3391244,0.00002716347,0.0003285814,0.000005192383,0.00005960097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984428,0.00002190548,0.0008733227,0.00009605866,0.00005103683,0.0001696098,0.0000486119,0.0000217738,0.0002749344],"genre_scores_gemma":[0.9981566,0.0001883675,0.001569466,0.000003798067,0.00003376158,0.000001273141,0.00004225594,0.0000032333,0.000001248697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3378675,"threshold_uncertainty_score":0.990788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145539477708432,"score_gpt":0.2871434132752281,"score_spread":0.272589465504385,"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."}}