{"id":"W4294783129","doi":"10.1103/physrevd.107.112006","title":"Sensitivity projections for a dual-phase argon TPC optimized for light dark matter searches through the ionization channel","year":2023,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Snolab; Queen's University; Laurentian University; University of Alberta; Carleton University; TRIUMF","funders":"Pacific Northwest National Laboratory; High Energy Physics; European Commission; Ministerio de Ciencia e Innovación; Instituto Nazionale di Fisica Nucleare; Natural Sciences and Engineering Research Council of Canada; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Office of Science; Istituto Nazionale di Fisica Nucleare; Laboratori Nazionali del Gran Sasso; Ministerstwo Edukacji i Nauki; Narodowe Centrum Nauki; Ministero dell’Istruzione, dell’Università e della Ricerca; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Labex UnivEarthS; U.S. Department of Energy; National Natural Science Foundation of China; Battelle; Agence Nationale de la Recherche; European Regional Development Fund; Fundacja na rzecz Nauki Polskiej; Chinese Academy of Sciences; Fermilab; UK Research and Innovation; National Science Foundation; Royal Society; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Physics; Dark matter; Sensitivity (control systems); Detector; Electron; Nuclear physics; Time projection chamber; Particle physics; Optics; Electronic engineering","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":[0.002063953,0.0007526148,0.0004546866,0.0008916788,0.0006174354,0.001436785,0.0007741455,0.0008986189,0.005962595],"category_scores_gemma":[0.002128748,0.0004398209,0.0005209985,0.0007755643,0.0003708012,0.0008691893,0.001085834,0.0006711726,0.001619761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631136,"about_ca_system_score_gemma":0.001204629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006906003,"about_ca_topic_score_gemma":0.01097237,"domain_scores_codex":[0.9989707,0.0002736875,0.00002134303,0.0002672163,0.0003202894,0.0001466497],"domain_scores_gemma":[0.9987029,0.0004138499,0.00009922546,0.0001027267,0.0005324315,0.0001489034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.009261698,0.0007078736,0.1383886,0.0005871271,0.0009583271,0.001721364,0.0003229407,0.1675302,0.4183261,0.05568307,0.03490189,0.1716108],"study_design_scores_gemma":[0.0004631133,0.002495643,0.05742666,0.00008730902,0.0004199781,0.001926164,0.0003179283,0.6663706,0.2185974,0.01766993,0.03391894,0.0003063818],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6283298,0.0008430252,0.2670957,0.002627014,0.0001412234,0.0005486588,0.006441165,0.009258172,0.08471529],"genre_scores_gemma":[0.8972449,0.0001864041,0.0938284,0.0005145193,0.00002606091,0.0001305151,0.003114249,0.0002388066,0.004716052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006906003,"threshold_uncertainty_score":0.01994681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03431332317421469,"score_gpt":0.4219288931715187,"score_spread":0.387615569997304,"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."}}