{"id":"W4292289480","doi":"10.36909/jer.16821","title":"Troposphere Delay Remote Sensing Using Single GPS Receiver","year":2022,"lang":"en","type":"article","venue":"Journal of Engineering Research","topic":"GNSS positioning and interference","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Troposphere; GNSS applications; Global Positioning System; Environmental science; Remote sensing; Code (set theory); Geodesy; Meteorology; Computer science; Geology; Geography; Telecommunications","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":[0.001011332,0.0001196024,0.0001976635,0.0003637974,0.000199375,0.00008124146,0.0002435173,0.00004563587,0.0001297141],"category_scores_gemma":[0.0001600255,0.0001277682,0.0000953201,0.0005373275,0.00002604339,0.0001665065,0.00009262852,0.001367185,0.000007253829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006818726,"about_ca_system_score_gemma":0.00004935621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002855274,"about_ca_topic_score_gemma":9.320352e-7,"domain_scores_codex":[0.99835,0.00008981567,0.0003521423,0.0001059474,0.0006876206,0.0004145249],"domain_scores_gemma":[0.9992577,0.0001517795,0.00004939981,0.0001717993,0.0002417219,0.0001275877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001854415,0.00001475504,0.0000107298,0.00003645417,0.00004993414,0.0001368209,0.0002895764,0.812565,0.1802837,0.000027199,0.001695949,0.004871354],"study_design_scores_gemma":[0.0002969027,0.0003392759,0.00009934587,0.0002272741,0.00001420328,0.001504895,0.0003177635,0.9734927,0.0141654,0.0001214938,0.00923101,0.0001896975],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200931,0.001133201,0.07535297,0.00006242843,0.001049177,0.00006891235,0.00000373263,0.00008755854,0.00214894],"genre_scores_gemma":[0.9793176,0.00003253501,0.02020119,0.000006233801,0.0002544526,2.171559e-7,9.026415e-7,0.00005216388,0.0001347242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661183,"threshold_uncertainty_score":0.5939814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05344410774803472,"score_gpt":0.298357072095546,"score_spread":0.2449129643475113,"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."}}