{"id":"W4294294708","doi":"10.1016/j.nima.2023.168238","title":"Detector Requirements and Simulation Results for the EIC Exclusive, Diffractive and Tagging Physics Program using the ECCE Detector Concept","year":2022,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Detector; Physics; Nuclear physics; Particle physics; Computer science; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000127329,0.0001202905,0.00009547978,0.0000229383,0.001178427,0.00005025367,0.000143425,0.0000141301,0.00001393336],"category_scores_gemma":[0.00000779422,0.00009523115,0.00004192025,0.0002403474,0.0001049742,0.0002844519,0.0001846436,0.0001319888,7.639395e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004459149,"about_ca_system_score_gemma":0.00002767225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003843594,"about_ca_topic_score_gemma":0.000002622312,"domain_scores_codex":[0.9992985,0.0000600425,0.0001042341,0.0002647668,0.0000605397,0.000211916],"domain_scores_gemma":[0.9993482,0.0002702947,0.0001416909,0.0001630466,0.00003624777,0.0000405606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001266275,0.0001949328,0.05967126,0.00002695382,0.000423447,0.00000613119,0.006116341,0.8556116,0.006230746,0.003253762,0.00003172404,0.06716681],"study_design_scores_gemma":[0.001368973,0.00008900406,0.009264627,0.000007129615,0.00007977503,3.744626e-7,0.001595084,0.9835186,0.002009644,0.0006535343,0.001248647,0.0001646294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775141,0.00002440215,0.02159072,0.00002766719,0.00008625049,0.0006217945,0.00004443927,0.00002586073,0.00006477631],"genre_scores_gemma":[0.9996427,0.000003791039,0.0001042832,0.00002916307,0.00009607962,0.00001104831,0.000008040578,0.00001052864,0.0000944105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.127907,"threshold_uncertainty_score":0.9063629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08601083539663443,"score_gpt":0.2458454157941393,"score_spread":0.1598345803975049,"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."}}