{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007909839,0.00144894,0.0007749652,0.004598432,0.0009114359,0.003369974,0.001223444,0.0008005972,0.0105906],"category_scores_gemma":[0.009461443,0.0005820775,0.0007188143,0.006251307,0.0008554812,0.002930457,0.004481893,0.001195911,0.005802711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955269,"about_ca_system_score_gemma":0.002294682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01036801,"about_ca_topic_score_gemma":0.007820645,"domain_scores_codex":[0.9953413,0.0005245817,0.0002110914,0.001135901,0.002287536,0.0004995903],"domain_scores_gemma":[0.9865922,0.002287833,0.001075769,0.001682978,0.006765478,0.00159572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005197681,0.0004688234,0.07182942,0.004395612,0.000759882,0.0007006512,0.0008492138,0.006153297,0.01769711,0.0379417,0.2848251,0.5691816],"study_design_scores_gemma":[0.00004479046,0.0002229909,0.0433501,0.0003734776,0.0002708389,0.0004408106,0.0001873311,0.001174217,0.01647436,0.004497589,0.9328718,0.00009159806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2185127,0.09326438,0.04811852,0.01668725,0.004199143,0.000553589,0.1642437,0.004602083,0.4498187],"genre_scores_gemma":[0.5241374,0.04271233,0.07971678,0.01040826,0.002794493,0.0006584618,0.261087,0.002879516,0.07560574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0105906,"threshold_uncertainty_score":0.04183173,"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."}}