{"id":"W4392265920","doi":"10.1109/tvcg.2024.3353475","title":"2023 Reviewers List","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Visualization and Computer Graphics","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University","keywords":"Computer science; Computer graphics (images); Information retrieval","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":[0.0002422782,0.0001112635,0.0001832175,0.0003365031,0.0001795655,0.0002230918,0.00007100817,0.00005248138,0.001157688],"category_scores_gemma":[0.000001573537,0.0001222474,0.0001013195,0.0004156062,0.00008025952,0.0001842,0.000002085175,0.00008558835,0.001630602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002232394,"about_ca_system_score_gemma":0.000006980326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002726939,"about_ca_topic_score_gemma":0.000007896603,"domain_scores_codex":[0.9991751,0.000009823405,0.0002910667,0.0003658913,0.00002975145,0.0001284043],"domain_scores_gemma":[0.999715,0.00003256994,0.00004497302,0.000131642,0.00001985141,0.00005597122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002656304,0.00003857016,0.00003954936,0.00006581155,0.00007218856,0.000001714137,0.0004192689,0.00007241504,2.145976e-7,0.9586204,0.03850197,0.002165287],"study_design_scores_gemma":[0.0001796878,0.00005752622,0.00007474499,0.00007853598,0.00001626488,0.000004185717,0.00006028707,0.4164231,0.00002022961,0.003210895,0.5796475,0.0002270407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001042598,0.002495004,0.9789391,0.00009224856,0.006053885,0.0001285976,0.0001902541,0.000135999,0.01092229],"genre_scores_gemma":[0.9116611,0.01668891,0.0002490282,0.002360838,0.0002813347,0.00004781421,0.00002271663,0.00005143235,0.06863685],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9786901,"threshold_uncertainty_score":0.9997554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0422303308472942,"score_gpt":0.2538506794395058,"score_spread":0.2116203485922116,"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."}}