{"id":"W2143037767","doi":"10.1175/1520-0442(2003)016<0657:iosdcr>2.0.co;2","title":"Improvements of Satellite-Derived Cyclonic Rainfall over the North Atlantic","year":2003,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Climatology; Environmental science; Storm; Precipitation; Atlantic hurricane; Satellite; Tropical cyclone; Advanced very-high-resolution radiometer; Storm track; Cyclogenesis; Severe weather; Cyclone (programming language); Extratropical cyclone; Meteorology; Special sensor microwave/imager; Geology; Microwave; Geography; Brightness temperature","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":[],"category_scores_codex":[0.0005439067,0.00007467482,0.0001879325,0.00004428671,0.00008909818,0.00002251119,0.0001619093,0.00002726864,0.001573806],"category_scores_gemma":[0.0001048128,0.00003841061,0.0001049614,0.0001246117,0.0000542,0.0001114204,0.000005543264,0.0001263814,0.00002505288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002548299,"about_ca_system_score_gemma":0.00002804818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004100263,"about_ca_topic_score_gemma":0.000212211,"domain_scores_codex":[0.9989522,0.0001204149,0.0004373742,0.00006343955,0.0002323517,0.0001942601],"domain_scores_gemma":[0.9991252,0.0002573571,0.0003760702,0.0001062389,0.00005969476,0.00007536918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004468363,0.00002050086,0.9931434,0.00001069345,0.00003266893,0.000006573761,0.0001074496,0.003512689,0.0002160806,0.0001622334,0.00001659182,0.002726476],"study_design_scores_gemma":[0.0003860782,0.0002324773,0.9931869,0.000007170763,0.00002933163,0.000008898146,0.00003837117,0.0004934234,0.0000284668,0.001621715,0.003915415,0.00005175107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925821,0.000486588,0.00002846331,0.00007467533,0.0001899113,0.00006950497,0.00001026753,0.000002790317,0.006555632],"genre_scores_gemma":[0.9982934,0.001146132,0.0002592691,0.0002348825,0.00003983755,8.853596e-8,0.00000477297,0.000001699778,0.00001991565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006535717,"threshold_uncertainty_score":0.9993389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876162602686637,"score_gpt":0.2370885477013103,"score_spread":0.2183269216744439,"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."}}