{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004251988,0.0001692201,0.0001900386,0.000772885,0.0005438125,0.0007736086,0.0005030771,0.000312696,0.001164398],"category_scores_gemma":[0.001287382,0.0001948267,0.0001190967,0.0007094499,0.0005449485,0.0007005589,0.0005684142,0.0006343676,0.0002301714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005649122,"about_ca_system_score_gemma":0.0003552802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005001319,"about_ca_topic_score_gemma":0.008601259,"domain_scores_codex":[0.9995764,0.00004352016,0.00001644221,0.0001009624,0.000198204,0.00006453293],"domain_scores_gemma":[0.9989681,0.0002352314,0.0002145746,0.0000731971,0.0004507283,0.00005812653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001027386,0.00008066512,0.05781362,0.00009057175,0.00003662757,0.0003540195,0.0009240782,0.001611835,0.9108396,0.001463355,0.0003964158,0.02536188],"study_design_scores_gemma":[0.0000103145,0.0003609278,0.05492385,0.00001463176,0.00001970641,0.0002736005,0.0004548524,0.00683399,0.9329639,0.0001484843,0.003966264,0.00002943006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862996,0.0002099749,0.008979776,0.00003678165,0.00001126887,0.00002575179,0.0005142444,0.0002294118,0.003693195],"genre_scores_gemma":[0.99312,0.00009768319,0.005063283,0.00002418587,0.000003623194,0.00002368988,0.0003656688,0.00006180622,0.00124005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005001319,"threshold_uncertainty_score":0.009944379,"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."}}