{"id":"W4200343717","doi":"10.1109/trpms.2021.3135592","title":"ADMINISTRATIVE COMMITTEE","year":2021,"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":[],"category_scores_codex":[0.002393164,0.0001321547,0.0001936847,0.0003707545,0.0008350643,0.0003702278,0.0005905809,0.0001460419,0.004757599],"category_scores_gemma":[0.001313539,0.0001012752,0.00006672939,0.001451219,0.001044994,0.0003053579,0.000005435387,0.0002868497,0.0002163534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003100111,"about_ca_system_score_gemma":0.0003252043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002478163,"about_ca_topic_score_gemma":0.000848921,"domain_scores_codex":[0.9965632,0.0003199139,0.0004500572,0.0005871525,0.001831284,0.000248399],"domain_scores_gemma":[0.9961541,0.003046304,0.0001472574,0.0002888654,0.0001028976,0.0002605482],"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":[0.000016683,0.000417297,0.005796981,0.000007873573,0.00004508615,0.0000333859,0.001564499,0.0009056298,0.00004890604,0.01569398,0.01233669,0.963133],"study_design_scores_gemma":[0.004134937,0.001589305,0.08494709,0.0001935334,0.0001490144,0.0004265764,0.05137185,0.1048998,0.03643153,0.1161552,0.5980008,0.001700337],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8532713,0.0001907276,0.07193018,0.05641434,0.001727921,0.0002099764,0.00002572028,0.0001539942,0.01607585],"genre_scores_gemma":[0.9955285,0.000210368,0.0005587104,0.001174179,0.00006046495,0.00002217566,0.000001691346,0.000004180381,0.002439761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9614326,"threshold_uncertainty_score":0.9961522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1601765342344945,"score_gpt":0.4169120633753943,"score_spread":0.2567355291408999,"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."}}