{"id":"W4294068902","doi":"10.1109/trpms.2022.3198051","title":"Administrative Committee","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Radiation and Plasma Medical Sciences","topic":"Legal case studies and regulations","field":"Social 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":[0.0009470104,0.00006249434,0.00008231741,0.00008657998,0.005698245,0.00005820047,0.0001496561,0.00004202671,0.002382416],"category_scores_gemma":[0.00005004528,0.00005323374,0.00004055453,0.0005300851,0.0008790721,0.000127451,0.000002151099,0.000219317,0.000009418275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006250153,"about_ca_system_score_gemma":0.0003785484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007489519,"about_ca_topic_score_gemma":0.003023873,"domain_scores_codex":[0.9982677,0.000271136,0.0001319121,0.0001840858,0.0009532522,0.0001919316],"domain_scores_gemma":[0.9991192,0.0005737424,0.0000419678,0.00004645411,0.00001506481,0.000203519],"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":[0.00008249115,0.0006525019,0.001965781,0.00001057041,0.00008392536,0.00004233559,0.03980561,0.007647509,0.00001219045,0.1612636,0.01394269,0.7744908],"study_design_scores_gemma":[0.001159024,0.0009917457,0.002154796,0.0000149286,0.00003904952,0.00003550342,0.05442031,0.02034744,0.0001557642,0.002068794,0.9182047,0.0004079029],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6614047,0.0003420064,0.01914948,0.1779096,0.005092569,0.0007506885,0.0001712175,0.0002707563,0.134909],"genre_scores_gemma":[0.9975679,0.0002140229,0.00006449413,0.0006779528,0.00007898102,0.00004382974,0.000001159797,0.000002237405,0.001349435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9042621,"threshold_uncertainty_score":0.9985296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05450400634184388,"score_gpt":0.3435382092869482,"score_spread":0.2890342029451043,"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."}}