{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:5RLEXF3TC3VCRNZKRBIN66WICC","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"72dbba40a89e7e2ec652c3e435814273b41fd1d287f0f9ad2e8d50caa9b1cec6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.CO","submitted_at":"2022-11-01T19:58:42Z","title_canon_sha256":"d085c2144da6fa8eb46b2d84dcdbf21f0e97f6a5534f7112252c296a36feb1e9"},"schema_version":"1.0","source":{"id":"2211.00723","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2211.00723","created_at":"2026-07-05T05:12:33Z"},{"alias_kind":"arxiv_version","alias_value":"2211.00723v1","created_at":"2026-07-05T05:12:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2211.00723","created_at":"2026-07-05T05:12:33Z"},{"alias_kind":"pith_short_12","alias_value":"5RLEXF3TC3VC","created_at":"2026-07-05T05:12:33Z"},{"alias_kind":"pith_short_16","alias_value":"5RLEXF3TC3VCRNZK","created_at":"2026-07-05T05:12:33Z"},{"alias_kind":"pith_short_8","alias_value":"5RLEXF3T","created_at":"2026-07-05T05:12:33Z"}],"graph_snapshots":[{"event_id":"sha256:3385a07d6095b06020dfffb8f1907e26cd51b4adfd2617355d336d3b475fab88","target":"graph","created_at":"2026-07-05T05:12:33Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2211.00723/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present the first-ever cosmological constraints from a simulation-based inference (SBI) analysis of galaxy clustering from the new ${\\rm S{\\scriptsize IM}BIG}$ forward modeling framework. ${\\rm S{\\scriptsize IM}BIG}$ leverages the predictive power of high-fidelity simulations and provides an inference framework that can extract cosmological information on small non-linear scales, inaccessible with standard analyses. In this work, we apply ${\\rm S{\\scriptsize IM}BIG}$ to the BOSS CMASS galaxy sample and analyze the power spectrum, $P_\\ell(k)$, to $k_{\\rm max}=0.5\\,h/{\\rm Mpc}$. We construct ","authors_text":"Azadeh Moradinezhad Dizgah, Bruno R\\'egaldo-Saint Blancard, ChangHoon Hahn, Chirag Modi, Elena Massara, Jiamin Hou, Michael Eickenberg, Muntazir M. Abidi, Pablo Lemos, Shirley Ho","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.CO","submitted_at":"2022-11-01T19:58:42Z","title":"${\\rm S{\\scriptsize IM}BIG}$: A Forward Modeling Approach To Analyzing Galaxy Clustering"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2211.00723","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:a9e27982e2e4b928843485fafb56d1434945d321ee20b386225f569c7cf291e4","target":"record","created_at":"2026-07-05T05:12:33Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"72dbba40a89e7e2ec652c3e435814273b41fd1d287f0f9ad2e8d50caa9b1cec6","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"astro-ph.CO","submitted_at":"2022-11-01T19:58:42Z","title_canon_sha256":"d085c2144da6fa8eb46b2d84dcdbf21f0e97f6a5534f7112252c296a36feb1e9"},"schema_version":"1.0","source":{"id":"2211.00723","kind":"arxiv","version":1}},"canonical_sha256":"ec564b977316ea28b72a8850df7ac810ab4d4d2d84e33192c08047b0766a3c08","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ec564b977316ea28b72a8850df7ac810ab4d4d2d84e33192c08047b0766a3c08","first_computed_at":"2026-07-05T05:12:33.909167Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T05:12:33.909167Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"CsrSBMnqDYwaiOZDZScwXzrbg+CyV31ndCgUWP5l1HON3+laBjGQcjxYvTJnImf/rCMzBgGBsPQZMvZA90BoCA==","signature_status":"signed_v1","signed_at":"2026-07-05T05:12:33.909644Z","signed_message":"canonical_sha256_bytes"},"source_id":"2211.00723","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a9e27982e2e4b928843485fafb56d1434945d321ee20b386225f569c7cf291e4","sha256:3385a07d6095b06020dfffb8f1907e26cd51b4adfd2617355d336d3b475fab88"],"state_sha256":"7133c5077173048455c298f40cd3ab96425787705c4cc2fcbb6e1ec770ceb13f"}