{"id":"W4387265163","doi":"10.3390/jrfm16100431","title":"Network Activity and Ethereum Gas Prices","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database transaction; Quantile; Quantile regression; Blockchain; Econometrics; Computer science; Cryptocurrency; Range (aeronautics); Distribution (mathematics); Economics; Mathematics; Computer security; Engineering; Database","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005415293,0.00005653491,0.0001115767,0.0001057898,0.000161758,0.00004103424,0.0002201772,0.00004706248,6.603002e-7],"category_scores_gemma":[0.00001538801,0.00004671205,0.00002311336,0.0003911985,0.00003989384,0.0001025742,0.0002527621,0.0001612286,0.000002562152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006814937,"about_ca_system_score_gemma":0.000007574869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007787257,"about_ca_topic_score_gemma":0.000009256862,"domain_scores_codex":[0.9995253,0.0000200363,0.0001224633,0.000112376,0.00009314932,0.0001266814],"domain_scores_gemma":[0.9996107,0.00004451795,0.0001497972,0.0001362356,0.00002449675,0.00003420646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000008097126,0.00002393738,0.00253236,0.0000118643,0.00000822216,0.00002550733,0.0002313056,0.00003792986,0.000006450809,0.1674487,0.001891512,0.8277741],"study_design_scores_gemma":[0.0004423943,0.0001541188,0.4581847,0.00003307626,0.00003064006,0.00002266511,0.00006254806,0.004479207,0.0000381656,0.3977823,0.1386337,0.0001364605],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6342745,0.0005827682,0.3634103,0.001246545,0.0001463785,0.00007459868,6.569492e-7,0.00004186933,0.0002223017],"genre_scores_gemma":[0.9827464,0.005452717,0.011603,0.00007450829,0.0000895652,0.000004200139,6.267862e-8,0.000002382433,0.00002722423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8276376,"threshold_uncertainty_score":0.1904862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007472122051445004,"score_gpt":0.2174922243868534,"score_spread":0.2100201023354084,"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."}}