{"id":"W7081438148","doi":"","title":"Spatial and Temporal Evaluations of the Liquid Argon Purity in ProtoDUNE-SP","year":2025,"lang":"en","type":"article","venue":"Lancaster EPrints (Lancaster University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"High Energy Physics; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; HORIZON EUROPE Framework Programme; Office of Science; European Commission; Ministerio de Ciencia e Innovación; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; China Scholarship Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Centre National de la Recherche Scientifique; European Regional Development Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; Junta de Andalucía; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de Goiás; Fermilab; UK Research and Innovation; National Science Foundation; Royal Society; Xunta de Galicia; CERN; Fundação de Amparo à Pesquisa do Estado de São Paulo; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Generalitat Valenciana","keywords":"Argon; Detector; Time projection chamber; Ionization; Electron; Muon; Cathode; Electric field; Drift velocity","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":[],"consensus_categories":[],"category_scores_codex":[0.0002270397,0.0001140357,0.0001682406,0.0001475212,0.0000800379,0.00002764544,0.0006621585,0.00007814627,0.00003443383],"category_scores_gemma":[0.00004314223,0.00009701123,0.00004813256,0.0005748093,0.00009344247,0.0001870393,0.0009102668,0.0001759212,0.000009261134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003297411,"about_ca_system_score_gemma":0.00008022792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001193135,"about_ca_topic_score_gemma":0.0002810179,"domain_scores_codex":[0.9990356,0.0001301393,0.0001706787,0.0003400521,0.0001329699,0.0001905535],"domain_scores_gemma":[0.9992006,0.00004133988,0.00009621968,0.0005404045,0.00008596924,0.0000354701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001513955,0.0001607073,0.9780455,0.000199017,0.00003880667,0.00004214645,0.001178036,0.00001254451,0.001792431,0.01367308,0.000152808,0.004553505],"study_design_scores_gemma":[0.001042076,0.000046646,0.946593,0.0001881523,0.00001278281,0.000009481803,0.0001503109,0.004934394,0.009029387,0.001395405,0.03644099,0.0001573416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8936825,0.00002144101,0.03220232,0.00405714,0.0002088378,0.000613917,0.000004152305,0.00003069697,0.06917895],"genre_scores_gemma":[0.9913059,0.000002386439,0.0006660428,0.0001070327,0.00001450011,0.000003029299,0.000001189846,0.000001270452,0.007898617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09762338,"threshold_uncertainty_score":0.3956003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566467100424423,"score_gpt":0.2284258515570559,"score_spread":0.2127611805528117,"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."}}