{"id":"W4362468615","doi":"10.1109/trpms.2023.3257604","title":"ADMINISTRATIVE COMMITTEE","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Radiation and Plasma Medical Sciences","topic":"Education, Management, Technology, Human Resources","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of California, Davis; Stony Brook University; Old Dominion University; Università di Bologna; Vrije Universiteit Brussel; Centre National de la Recherche Scientifique; McGill University; University of South Australia; Institut National de la Santé et de la Recherche Médicale; University College London; University of Patras; Kwangwoon University; University of Texas MD Anderson Cancer Center; Univerzita Komenského v Bratislave; Università di Pisa; Yale University; Seoul National University; Universitat de València; Harvard University; West Virginia University; University of Pennsylvania; George Washington University; Korea Advanced Institute of Science and Technology; Shanghai Jiao Tong University; University of Washington; Rensselaer Polytechnic Institute","keywords":"Political science","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":[0.003808478,0.0001340386,0.0001804171,0.0008517517,0.0009502096,0.000301894,0.0007716799,0.0001430798,0.002175295],"category_scores_gemma":[0.001072261,0.00009885475,0.00006041499,0.002565912,0.001162627,0.0003066041,0.00000563239,0.0002624073,0.000845545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002680606,"about_ca_system_score_gemma":0.0001570474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003584278,"about_ca_topic_score_gemma":0.0004861243,"domain_scores_codex":[0.996515,0.0002367626,0.0004399309,0.0005408909,0.001969571,0.0002978097],"domain_scores_gemma":[0.9955823,0.003708569,0.0001456826,0.0002570967,0.00005287957,0.0002534196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001858974,0.0001809388,0.006035434,0.000007313095,0.00003357452,0.00001448493,0.001987243,0.001977367,0.00002082993,0.009938209,0.03470735,0.9450787],"study_design_scores_gemma":[0.002968522,0.001770588,0.1447467,0.0001318751,0.00008467094,0.00009146673,0.03990114,0.2866119,0.005431122,0.1104796,0.4064351,0.001347343],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9247876,0.00003672146,0.02103463,0.04411325,0.001486058,0.0002675515,0.00002397704,0.000365163,0.00788504],"genre_scores_gemma":[0.9963629,0.0001943921,0.0001483444,0.0006251865,0.00006091378,0.00003946136,0.000001960168,0.000004963601,0.002561933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9437313,"threshold_uncertainty_score":0.9999324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1943004847356868,"score_gpt":0.4308448420066614,"score_spread":0.2365443572709746,"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."}}