{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:SCKUM7RRQUZZJA6NJNGYI2LDUY","short_pith_number":"pith:SCKUM7RR","schema_version":"1.0","canonical_sha256":"9095467e3185339483cd4b4d846963a63c764324d0cc2f5529844c53d84e7da2","source":{"kind":"arxiv","id":"2607.23975","version":1},"attestation_state":"computed","paper":{"title":"Plato-Bio: verification-first biological novelty screening with temporal rediscovery and structural benchmarks","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["q-bio.QM"],"primary_cat":"cs.AI","authors_text":"Stefan G. Creadore","submitted_at":"2026-07-27T03:55:39Z","abstract_excerpt":"Large language model research agents can connect literature retrieval, analysis code, and manuscript preparation, but coherent output does not establish scientific validity. We developed Plato-Bio, a biology-routed extension of the open Plato/Denario architecture that couples explicit workflow states with provenance records, citation checks, claim-to-evidence links, scoped file writes, and publication gates. A source audit identified and repaired three defects that could distort evaluation: loss of task domain in the default factory, omission of declared method signals from scoring, and eviden"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2607.23975","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.AI","submitted_at":"2026-07-27T03:55:39Z","cross_cats_sorted":["q-bio.QM"],"title_canon_sha256":"960e42d322c6c2763eb3d1c2b0efa9dbfc1714ddf78b1f03b5643d46bf5844f8","abstract_canon_sha256":"ffb238f920c5be6747a02268aee50832faf52af3a3403a2122972f5b2d8c06c5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-28T01:23:39.262132Z","signature_b64":"QmpFtCHIJXUpzf514yF6nGW0Gv+9iuDcnXKidtl5PFx+En8im8AVCXJe6bzgpVtc5ZXCYNdhytutdjJmWLE2Bw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"9095467e3185339483cd4b4d846963a63c764324d0cc2f5529844c53d84e7da2","last_reissued_at":"2026-07-28T01:23:39.261335Z","signature_status":"signed_v1","first_computed_at":"2026-07-28T01:23:39.261335Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Plato-Bio: verification-first biological novelty screening with temporal rediscovery and structural benchmarks","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["q-bio.QM"],"primary_cat":"cs.AI","authors_text":"Stefan G. Creadore","submitted_at":"2026-07-27T03:55:39Z","abstract_excerpt":"Large language model research agents can connect literature retrieval, analysis code, and manuscript preparation, but coherent output does not establish scientific validity. We developed Plato-Bio, a biology-routed extension of the open Plato/Denario architecture that couples explicit workflow states with provenance records, citation checks, claim-to-evidence links, scoped file writes, and publication gates. A source audit identified and repaired three defects that could distort evaluation: loss of task domain in the default factory, omission of declared method signals from scoring, and eviden"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.23975","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/2607.23975/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2607.23975","created_at":"2026-07-28T01:23:39.261748+00:00"},{"alias_kind":"arxiv_version","alias_value":"2607.23975v1","created_at":"2026-07-28T01:23:39.261748+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.23975","created_at":"2026-07-28T01:23:39.261748+00:00"},{"alias_kind":"pith_short_12","alias_value":"SCKUM7RRQUZZ","created_at":"2026-07-28T01:23:39.261748+00:00"},{"alias_kind":"pith_short_16","alias_value":"SCKUM7RRQUZZJA6N","created_at":"2026-07-28T01:23:39.261748+00:00"},{"alias_kind":"pith_short_8","alias_value":"SCKUM7RR","created_at":"2026-07-28T01:23:39.261748+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY","json":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY.json","graph_json":"https://pith.science/api/pith-number/SCKUM7RRQUZZJA6NJNGYI2LDUY/graph.json","events_json":"https://pith.science/api/pith-number/SCKUM7RRQUZZJA6NJNGYI2LDUY/events.json","paper":"https://pith.science/paper/SCKUM7RR"},"agent_actions":{"view_html":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY","download_json":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY.json","view_paper":"https://pith.science/paper/SCKUM7RR","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2607.23975&json=true","fetch_graph":"https://pith.science/api/pith-number/SCKUM7RRQUZZJA6NJNGYI2LDUY/graph.json","fetch_events":"https://pith.science/api/pith-number/SCKUM7RRQUZZJA6NJNGYI2LDUY/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY/action/timestamp_anchor","attest_storage":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY/action/storage_attestation","attest_author":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY/action/author_attestation","sign_citation":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY/action/citation_signature","submit_replication":"https://pith.science/pith/SCKUM7RRQUZZJA6NJNGYI2LDUY/action/replication_record"}},"created_at":"2026-07-28T01:23:39.261748+00:00","updated_at":"2026-07-28T01:23:39.261748+00:00"}