{"id":"W4416039534","doi":"10.1088/1748-0221/20/07/p07012","title":"Position reconstruction in the DEAP-3600 dark matter search experiment","year":2025,"lang":"en","type":"article","venue":"Journal of Instrumentation","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories; Laurentian University; University of Alberta; Snolab; Queen's University; Carleton University; TRIUMF; Arthur B. McDonald-Canadian Astroparticle Physics Research Institute","funders":"","keywords":"Dark matter; Position (finance); Scintillation; Fiducial marker; Photomultiplier; Volume (thermodynamics); Argon","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001656153,0.000499327,0.0003822212,0.0006022577,0.0005134859,0.0009782065,0.0006589941,0.0005349098,0.001571572],"category_scores_gemma":[0.002311654,0.0003680072,0.0003253701,0.0007818514,0.0004728261,0.0008053443,0.001549658,0.0008323733,0.00069488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006392655,"about_ca_system_score_gemma":0.0006815672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001995709,"about_ca_topic_score_gemma":0.002549606,"domain_scores_codex":[0.9993987,0.0001550425,0.00002040182,0.0001329122,0.0002251419,0.00006776768],"domain_scores_gemma":[0.999337,0.0001669791,0.0001028782,0.0001575178,0.0001513118,0.00008418519],"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":[0.01544813,0.000506589,0.07636174,0.0003080404,0.0002825343,0.001130378,0.0009794888,0.1742696,0.3853008,0.06152418,0.008904994,0.2749836],"study_design_scores_gemma":[0.0004724966,0.000998158,0.04359954,0.00006318415,0.00007455598,0.001112546,0.0003854199,0.5789385,0.3324876,0.01826231,0.02331074,0.0002948586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8006557,0.0003476067,0.1750583,0.0006152756,0.00007695799,0.0001255849,0.002726167,0.003937475,0.01645678],"genre_scores_gemma":[0.8487773,0.00005825732,0.1461738,0.00009185752,0.00001030929,0.00004443948,0.002027776,0.0003904559,0.00242575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001995709,"threshold_uncertainty_score":0.008758724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008117771190826222,"score_gpt":0.2727119366518808,"score_spread":0.2645941654610546,"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."}}