{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:PBNY4IO6I3LAOQ6TXWCTV7SSOE","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":"3d6aec0d246ea54432cde493532fa6897f0fc14d104531c5bd703fd4760d4dda","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.CO","submitted_at":"2024-02-27T17:50:47Z","title_canon_sha256":"2ac83254dfe1caf7c8e18a8903262b01ee98ae314f49dd9d6539adeeb3f0e5d5"},"schema_version":"1.0","source":{"id":"2402.17716","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.17716","created_at":"2026-07-05T07:49:56Z"},{"alias_kind":"arxiv_version","alias_value":"2402.17716v1","created_at":"2026-07-05T07:49:56Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.17716","created_at":"2026-07-05T07:49:56Z"},{"alias_kind":"pith_short_12","alias_value":"PBNY4IO6I3LA","created_at":"2026-07-05T07:49:56Z"},{"alias_kind":"pith_short_16","alias_value":"PBNY4IO6I3LAOQ6T","created_at":"2026-07-05T07:49:56Z"},{"alias_kind":"pith_short_8","alias_value":"PBNY4IO6","created_at":"2026-07-05T07:49:56Z"}],"graph_snapshots":[{"event_id":"sha256:46fa95d78e9e3e1302d4e2858f6440f9e45ccfde9810caaf7d4c49001b053192","target":"graph","created_at":"2026-07-05T07:49:56Z","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/2402.17716/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We present a new class of machine-learning emulators that accurately model the cosmic shear, galaxy-galaxy lensing, and galaxy clustering real space correlation functions in the context of Rubin Observatory year one simulated data. To illustrate its capabilities in forecasting models beyond the standard $\\Lambda$CDM, we forecast how well LSST Year 1 data will be able to probe the consistency between geometry $\\Omega^{\\rm geo}_\\mathrm{m}$ and growth $\\Omega^{\\rm growth}_\\mathrm{m}$ dark matter densities in the so-called split $\\Lambda$CDM parameterization. When trained with a few million sample","authors_text":"Elisabeth Krause, Evan Saraivanov, James Caputi, Kunhao Zhong, Supranta S. Boruah, Tim Eifler, Vivian Miranda","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.CO","submitted_at":"2024-02-27T17:50:47Z","title":"Attention-based Neural Network Emulators for Multi-Probe Data Vectors Part I: Forecasting the Growth-Geometry split"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.17716","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":"sha256:000b678a57e75828dc8db52a5f2731b7d55340974804973dd0aeb144c4f9319f","target":"record","created_at":"2026-07-05T07:49:56Z","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":"3d6aec0d246ea54432cde493532fa6897f0fc14d104531c5bd703fd4760d4dda","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"astro-ph.CO","submitted_at":"2024-02-27T17:50:47Z","title_canon_sha256":"2ac83254dfe1caf7c8e18a8903262b01ee98ae314f49dd9d6539adeeb3f0e5d5"},"schema_version":"1.0","source":{"id":"2402.17716","kind":"arxiv","version":1}},"canonical_sha256":"785b8e21de46d60743d3bd853afe52712eaa4c13dca44fffe376cc29a441f406","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"785b8e21de46d60743d3bd853afe52712eaa4c13dca44fffe376cc29a441f406","first_computed_at":"2026-07-05T07:49:56.630172Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:49:56.630172Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"aVI6uvY+J++EucX/4LSG89QTze7Tq/Ya4wOMf5egcFtEX2mKPN35O3VNE4soLwduyaCibO0Fn4jRePW46NV8DA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:49:56.630638Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.17716","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:000b678a57e75828dc8db52a5f2731b7d55340974804973dd0aeb144c4f9319f","sha256:46fa95d78e9e3e1302d4e2858f6440f9e45ccfde9810caaf7d4c49001b053192"],"state_sha256":"25f2025f0b48a979fd9aa7d418299b61b27cca1cfbc3d96e63a017a2343489c4"}