{"id":"W4321612421","doi":"10.1088/1748-0221/18/02/c02046","title":"Recent results from DEAP-3600","year":2023,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Facilities Council; Dirección General de Asuntos del Personal Académico, Universidad Nacional Autónoma de México; Natural Sciences and Engineering Research Council of Canada; Leibniz-Gemeinschaft; Russian Science Foundation; Ministerio de Ciencia e Innovación; Consejo Nacional de Ciencia y Tecnología; South East Physics Network; Leverhulme Trust; Ontario Ministry of Research and Innovation; University of Alberta; Canada First Research Excellence Fund; Queen's University; European Regional Development Fund; Fundacja na rzecz Nauki Polskiej; Ministry of Advanced Education, Government of Alberta; Compute Canada","keywords":"Dark matter; Physics; WIMP; Weakly interacting massive particles; Detector; Xenon; Sensitivity (control systems); Sky; Scalar field dark matter; Particle physics; Astronomy; Nuclear physics; Dark energy; Cosmology; Optics","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001511395,0.0000553156,0.00009034544,0.0000727794,0.00003824499,0.00003871493,0.00008786351,0.000005552069,0.0001355791],"category_scores_gemma":[0.000005157487,0.00004786058,0.00004808903,0.0001491585,0.000008200486,0.0002074239,0.00001719406,0.00007834804,0.0001038965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000295364,"about_ca_system_score_gemma":0.00003964037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004013829,"about_ca_topic_score_gemma":9.445516e-7,"domain_scores_codex":[0.9993241,0.00002427342,0.0003337606,0.00006364485,0.0001627084,0.00009145119],"domain_scores_gemma":[0.9995278,0.00003446576,0.000264666,0.00006879774,0.00005871658,0.00004562108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000173057,0.00007093263,0.01332433,0.000002036738,0.0001306,0.000004962911,0.001541594,0.0001493434,0.00486566,0.0003108304,0.07161044,0.9078162],"study_design_scores_gemma":[0.01519397,0.0005407109,0.2469899,0.0002508481,0.0002119078,0.00001038322,0.01543621,0.0006847501,0.02726116,0.5569496,0.1358168,0.0006537247],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830799,0.0000109124,0.000443844,0.001111015,0.0005256563,0.00003744336,0.0000657316,0.000009904044,0.0147156],"genre_scores_gemma":[0.9987068,0.00003425362,0.0003905561,0.0002821614,0.0003320913,0.000001222541,0.0001012307,0.00000607884,0.0001456051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9071625,"threshold_uncertainty_score":0.1951698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778331980448238,"score_gpt":0.2636308568676606,"score_spread":0.2458475370631782,"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."}}