{"id":"W4402448924","doi":"10.3390/instruments8030041","title":"Performance of a Modular Ton-Scale Pixel-Readout Liquid Argon Time Projection Chamber","year":2024,"lang":"en","type":"article","venue":"Instruments","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Horizon 2020 Framework Programme; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Office of Science; European Commission; Ministerio de Ciencia e Innovación; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Centre National de la Recherche Scientifique; Ministerstvo Školství, Mládeže a Tělovýchovy; European Regional Development Fund; 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; National Energy Research Scientific Computing Center; Xunta de Galicia; CERN; Fundação de Amparo à Pesquisa do Estado de São Paulo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Time projection chamber; Detector; Modular design; Argon; Physics; Pixel; Optics; SIGNAL (programming language); Computer science; Atomic physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000566997,0.0003518962,0.0004112496,0.0003250312,0.00033616,0.0007907528,0.001353208,0.0003394741,0.004498993],"category_scores_gemma":[0.001356059,0.0003397975,0.0002059886,0.0003784818,0.0002837472,0.0007610705,0.0008078538,0.0002508321,0.0008084629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00051284,"about_ca_system_score_gemma":0.0008564595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001656181,"about_ca_topic_score_gemma":0.0009457709,"domain_scores_codex":[0.9993789,0.00006606926,0.00002814026,0.0001800265,0.0002474982,0.00009935041],"domain_scores_gemma":[0.9992049,0.0002314441,0.00009210357,0.0001390602,0.0002078527,0.0001246147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003896008,0.0004752795,0.03110696,0.0001947185,0.000120207,0.0003871959,0.0003206042,0.0180252,0.8841624,0.001828062,0.002532265,0.05695112],"study_design_scores_gemma":[0.0001688821,0.003216913,0.05022497,0.00001754423,0.0000819985,0.0007821543,0.0001072112,0.08614139,0.8477167,0.0001640978,0.01123209,0.0001461142],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810502,0.00006526463,0.01373413,0.00003647078,0.0000202988,0.00009363888,0.0008774109,0.002004178,0.002118352],"genre_scores_gemma":[0.9829649,0.0000294225,0.01455279,0.00003089003,0.000007870969,0.00005255423,0.0007834898,0.0001459627,0.001432045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004498993,"threshold_uncertainty_score":0.01505059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005614465674232807,"score_gpt":0.2159467779763659,"score_spread":0.2103323123021331,"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."}}