{"id":"W4225276473","doi":"10.1109/trpms.2022.3167462","title":"ADMINISTRATIVE COMMITTEE","year":2022,"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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004063128,0.0001258741,0.0001729332,0.0006160773,0.00209991,0.0002283657,0.0009743431,0.00007148583,0.009603075],"category_scores_gemma":[0.0005388681,0.0001004706,0.00006178119,0.001533418,0.0009595362,0.0002457649,0.000011158,0.0004159424,0.0001032012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006019251,"about_ca_system_score_gemma":0.0002141999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005151176,"about_ca_topic_score_gemma":0.0003219572,"domain_scores_codex":[0.9957679,0.0004495031,0.0004388739,0.0005435301,0.00254884,0.0002513524],"domain_scores_gemma":[0.9966041,0.002696827,0.0001870711,0.0002572356,0.00003857781,0.0002161552],"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":[0.0000450603,0.0005761623,0.00626839,0.00000528469,0.00004312974,0.00001598493,0.003156628,0.007545236,0.00001912919,0.01685487,0.02597311,0.939497],"study_design_scores_gemma":[0.002534129,0.00261828,0.02897068,0.0000281085,0.00006878818,0.0001955676,0.05516624,0.1298479,0.001929086,0.06158827,0.7160548,0.000998146],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9121847,0.00009882871,0.03015866,0.04511162,0.001928926,0.0003470798,0.00005123719,0.0001689472,0.009949975],"genre_scores_gemma":[0.9965412,0.00005637067,0.0002001134,0.001218661,0.00004257875,0.00008887208,0.00000167569,0.000004530575,0.001845998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9384989,"threshold_uncertainty_score":0.9991992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1525800342382337,"score_gpt":0.4076026399316678,"score_spread":0.2550226056934342,"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."}}