{"id":"W4408272685","doi":"10.4218/etr2.70008","title":"2024 Reviewer List","year":2025,"lang":"en","type":"article","venue":"ETRI Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Oak Ridge National Laboratory; National Institute of Information and Communications Technology; Qingdao University; Electronics and Telecommunications Research Institute; Queen's University; Korea University; Korea Maritime and Ocean University; Pohang University of Science and Technology; Tencent; Kunsan National University; Queen's University Belfast; Asia University; Menofia University; Ajou University; University of Sydney; Chungbuk National University; Hanyang University; Jamia Millia Islamia; Indian Institute of Information Technology, Allahabad; Southeast University; Korea Advanced Institute of Science and Technology; University of Washington; Dalian Maritime University; Iran Telecommunication Research Center; National Institute of Technology Warangal; City University of Hong Kong","keywords":"Computer science; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009513833,0.00008207199,0.0002723628,0.0003005087,0.0002279731,0.000196664,0.0002183183,0.00003874908,0.02629881],"category_scores_gemma":[0.0003942872,0.00008318768,0.0001515307,0.0003036666,0.00005320702,0.0001644535,0.00007748712,0.0001913871,0.01421688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001332,"about_ca_system_score_gemma":0.00002251965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001396375,"about_ca_topic_score_gemma":0.000002163519,"domain_scores_codex":[0.999097,0.000007048209,0.0004685093,0.0002019751,0.00002060322,0.000204896],"domain_scores_gemma":[0.9995049,0.00002864849,0.0001886587,0.00016517,0.0000540228,0.000058627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002826614,0.00001710832,0.009831204,0.000009231491,0.00005806426,0.000003396761,0.00007169825,0.000004297332,5.215236e-7,0.06308102,0.9253668,0.001553818],"study_design_scores_gemma":[0.0002547929,0.000007793435,0.002201445,0.00003229332,0.000005730955,0.000005364343,0.0001229997,0.00004705595,0.000005066233,0.01527785,0.981953,0.0000866321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001600076,0.02282614,0.0006784191,0.001370874,0.01801286,0.00005664851,0.00004694799,0.00001219987,0.9553958],"genre_scores_gemma":[0.02291307,0.004282562,0.0003675478,0.001031565,0.0003825289,0.000002851155,9.161163e-7,0.000006173164,0.9710128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05658616,"threshold_uncertainty_score":0.9865507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04095006228281111,"score_gpt":0.23930382860829,"score_spread":0.1983537663254789,"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."}}