{"id":"W1998792870","doi":"10.1163/156939300x01373","title":"Differential Rain Attenuation Statistics Including an Accurate Estimation of the Effective Slant Path Lengths - Abstract","year":2000,"lang":"en","type":"article","venue":"Journal of Electromagnetic Waves and Applications","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attenuation; Path (computing); Path length; Statistics; Differential (mechanical device); Estimation; Remote sensing; Computer science; Mathematics; Environmental science; Optics; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000332103,0.0004891505,0.0002883353,0.0004991704,0.0001499703,0.0004062242,0.0005577044,0.0002573684,0.0007237393],"category_scores_gemma":[0.00228901,0.0002548321,0.0002314038,0.0005917216,0.000221352,0.0005830795,0.0002776953,0.0002713364,0.0003189204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005297122,"about_ca_system_score_gemma":0.0008059388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03589842,"about_ca_topic_score_gemma":0.03586918,"domain_scores_codex":[0.999763,0.00003508383,0.00001115847,0.00004408786,0.0001125323,0.00003413607],"domain_scores_gemma":[0.9992784,0.0001790518,0.0001150051,0.0001125321,0.000276807,0.00003825592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002413775,0.00008524923,0.124943,0.0001069536,0.00008702243,0.0002874605,0.00007979637,0.7654909,0.03733287,0.0005932564,0.0005737448,0.0701782],"study_design_scores_gemma":[0.00001317768,0.00006477431,0.05190971,0.000007762543,0.00002099786,0.00008094273,0.0000184867,0.9356057,0.0117218,0.0001640494,0.0003779858,0.00001463269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8065009,0.00008297918,0.1906973,0.00004138607,0.00001765521,0.00002751942,0.0004239834,0.000925092,0.001283007],"genre_scores_gemma":[0.9907968,0.0000365764,0.008585611,0.000004155634,0.000005489132,0.000009681342,0.0003083214,0.00001804031,0.000235284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03589842,"threshold_uncertainty_score":0.07137895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358315170407532,"score_gpt":0.2514987581377703,"score_spread":0.237915606433695,"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."}}