{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:WEG3NWION3RQNIVMCLAJR74BR5","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":"0f449fc8ed8ccc5318ed7df1ed406e566c02a543ef6def40528234df4e4e218f","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-07-12T16:58:03Z","title_canon_sha256":"9c7d38e747a0b716bdf6b9c8f7dfebc552a6f7c8adf3c4ddf76fe07218399f38"},"schema_version":"1.0","source":{"id":"2507.15862","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2507.15862","created_at":"2026-07-05T12:05:19Z"},{"alias_kind":"arxiv_version","alias_value":"2507.15862v2","created_at":"2026-07-05T12:05:19Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2507.15862","created_at":"2026-07-05T12:05:19Z"},{"alias_kind":"pith_short_12","alias_value":"WEG3NWION3RQ","created_at":"2026-07-05T12:05:19Z"},{"alias_kind":"pith_short_16","alias_value":"WEG3NWION3RQNIVM","created_at":"2026-07-05T12:05:19Z"},{"alias_kind":"pith_short_8","alias_value":"WEG3NWIO","created_at":"2026-07-05T12:05:19Z"}],"graph_snapshots":[{"event_id":"sha256:280a7b87f7af97bdfecaaf6ab470166e99a6dff1a8a6dbd5249e0ce1f2735c2e","target":"graph","created_at":"2026-07-05T12:05:19Z","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/2507.15862/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper introduces the Comprehensive Applicant Profile Score (CAPS), a novel multi-modal framework designed to quantitatively model and interpret holistic college admissions evaluations. CAPS decomposes applicant profiles into three interpretable components: academic performance (Standardized Academic Score, SAS), essay quality (Essay Quality Index, EQI), and extracurricular engagement (Extracurricular Impact Score, EIS). Leveraging transformer-based semantic embeddings, LLM scoring, and XGBoost regression, CAPS provides transparent and explainable evaluations aligned with human judgment. E","authors_text":"Jerry Shen, Jun-Wei Zeng","cross_cats":["cs.CY"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-07-12T16:58:03Z","title":"Quantifying Holistic Review: A Multi-Modal Approach to College Admissions Prediction"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2507.15862","kind":"arxiv","version":2},"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":"sha256:851219e2d79be6548256e7faec349f2d407fa124dcd88d83685e18d29be30dc9","target":"record","created_at":"2026-07-05T12:05:19Z","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":"0f449fc8ed8ccc5318ed7df1ed406e566c02a543ef6def40528234df4e4e218f","cross_cats_sorted":["cs.CY"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2025-07-12T16:58:03Z","title_canon_sha256":"9c7d38e747a0b716bdf6b9c8f7dfebc552a6f7c8adf3c4ddf76fe07218399f38"},"schema_version":"1.0","source":{"id":"2507.15862","kind":"arxiv","version":2}},"canonical_sha256":"b10db6d90e6ee306a2ac12c098ff818f5e716eaaf4d15a73f4f449b647b2cb6b","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"b10db6d90e6ee306a2ac12c098ff818f5e716eaaf4d15a73f4f449b647b2cb6b","first_computed_at":"2026-07-05T12:05:19.100943Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T12:05:19.100943Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yZKSlHGrdzXYhDrtQ8J0+4g6gXJSBFmZqf8acr/ykUTODbjcYm7kKiuoS9t2B07QhWTH1dnBX0khKa1R3HIRBQ==","signature_status":"signed_v1","signed_at":"2026-07-05T12:05:19.101472Z","signed_message":"canonical_sha256_bytes"},"source_id":"2507.15862","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:851219e2d79be6548256e7faec349f2d407fa124dcd88d83685e18d29be30dc9","sha256:280a7b87f7af97bdfecaaf6ab470166e99a6dff1a8a6dbd5249e0ce1f2735c2e"],"state_sha256":"7a9f4aa62442579144d844e6c00e8587079f5610fa4291204ef7c95795c8c0ad"}