{"id":"W2612331088","doi":"10.5539/enrr.v7n2p58","title":"Vertical Characteristics of Reflectivity in Intense Convective Clouds using TRMM PR Data","year":2017,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precipitation; Altitude (triangle); Convection; Climatology; Radar; Atmospheric sciences; Troposphere; Environmental science; Monsoon; Free convective layer; Meteorology; Geography; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003190649,0.0002248559,0.0001489737,0.0009004218,0.0001257023,0.0003447202,0.0002460862,0.0002508567,0.0004429116],"category_scores_gemma":[0.0007555279,0.0001230642,0.0002147419,0.001008563,0.00008631236,0.0002634349,0.0002149443,0.0001875993,0.000195155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000158635,"about_ca_system_score_gemma":0.0001167513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006412605,"about_ca_topic_score_gemma":0.004464438,"domain_scores_codex":[0.9998172,0.00002038301,0.00001653817,0.00004361616,0.00005272737,0.00004964344],"domain_scores_gemma":[0.9997155,0.00004717531,0.0000912806,0.00003498394,0.00007686421,0.00003414946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002444561,0.00008212975,0.8956869,0.00005371269,0.0001023428,0.0002334219,0.0003590877,0.01366064,0.05279273,0.0003133869,0.0008970604,0.03557425],"study_design_scores_gemma":[0.000007005474,0.00005898917,0.9626961,0.000008315923,0.00002399752,0.0001785132,0.0001342854,0.03066835,0.005413298,0.00006451306,0.0007340377,0.00001268769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970078,0.00006708041,0.001309239,0.00001594894,0.000003216002,0.000007184001,0.0008305489,0.00007905511,0.0006799137],"genre_scores_gemma":[0.9977076,0.00003071855,0.0009596799,0.000005442502,0.000003079462,0.000004073276,0.00115682,0.000007402501,0.0001251183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006412605,"threshold_uncertainty_score":0.01275057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555923657948383,"score_gpt":0.3615963907560021,"score_spread":0.2060040249611639,"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."}}