{"paper":{"title":"A Parameter-Masked Mock Data Challenge for Beyond-Two-Point Galaxy Clustering Statistics","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":[],"primary_cat":"astro-ph.CO","authors_text":"Alice Pisani, Andr\\'es N. Salcedo, Beyond-2pt Collaboration: Elisabeth Krause, Carolina Cuesta-Lazaro, ChangHoon Hahn, Chirag Modi, Donghui Jeong, Enrique Paillas, Fabian Schmidt, Giovanni Cabass, Giovanni Verza, Kazuyuki Akitsu, Marcos Pellejero Iba\\~nez, Matteo Zennaro, Mikhail M. Ivanov, Nhat-Minh Nguyen, Nico Hamaus, Oliver H. E. Philcox, Raul E. Angulo, Satoshi Tanaka, Sihan Yuan, Sofia Contarini, Takahiro Nishimichi, Tom Abel, Yosuke Kobayashi","submitted_at":"2024-05-03T17:09:52Z","abstract_excerpt":"The last few years have seen the emergence of a wide array of novel techniques for analyzing high-precision data from upcoming galaxy surveys, which aim to extend the statistical analysis of galaxy clustering data beyond the linear regime and the canonical two-point (2pt) statistics. We test and benchmark some of these new techniques in a community data challenge \"Beyond-2pt\", initiated during the Aspen 2022 Summer Program \"Large-Scale Structure Cosmology beyond 2-Point Statistics,\" whose first round of results we present here. The challenge dataset consists of high-precision mock galaxy catal"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.02252","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2405.02252/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"}