{"paper":{"title":"Auditing anapole dark matter: the limits of model independence in dark matter effective field theory","arxiv_id":"2610.20751","primary_cat":"hep-ph","submitted_at":"2026-10-14T18:06:57+00:00","version_compiled":"v1"},"notice":"Every quoted sentence is the authors' text from the arXiv listing abstract. Labels and probabilities are the outputs of classifier-1.13.0 on the question bank abstract-p1-20260923, exactly as returned. 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detection.","hedge":{"p":0.57,"label":"hedged_possibility"},"own_p":0.06,"main_claim_p":0.06,"quantitative":false,"quantitative_p":0.04,"role_probabilities":{"gap":0.51,"method":0.0,"result":0.0,"background":0.44,"limitation":0.05,"future_work":0.0,"contribution":0.0,"interpretation":0.0}},{"i":2,"p":0.68,"id":"s2","own":true,"role":"result","text":"In this work we demonstrate explicitly that for Majorana dark matter coupled to the photon by the dimension-six anapole operator, different UV completions make qualitatively different predictions at high energy colliders, in the early universe, and in direct detection experiments.","hedge":{"p":1.0,"label":"asserted"},"own_p":0.94,"main_claim_p":0.42,"quantitative":false,"quantitative_p":0.22,"role_probabilities":{"gap":0.0,"method":0.0,"result":0.68,"background":0.0,"limitation":0.0,"future_work":0.0,"contribution":0.32,"interpretation":0.0}},{"i":3,"p":0.97,"id":"s3","own":true,"role":"result","text":"Additionally, we show that competitive, and in some cases, leading constraints on anapole dark matter can be derived by searching for signatures of additional particles in the UV completion rather than direct probes of the DM itself.","hedge":{"p":1.0,"label":"asserted"},"own_p":0.94,"main_claim_p":0.19,"quantitative":true,"quantitative_p":0.68,"role_probabilities":{"gap":0.0,"method":0.0,"result":0.97,"background":0.0,"limitation":0.0,"future_work":0.0,"contribution":0.03,"interpretation":0.0}},{"i":4,"p":1.0,"id":"s4","own":false,"role":"interpretation","text":"We argue that the UV completions studied in this work have categorically different phenomenologies and that `model-independent' EFT constraints are not always 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