{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:XUKCXG27UFEIUJVVQ7YLSIH5EV","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":"04182d900dc80f399fb2a0dea637c2b7b102ec0b873dd884dbe0d10a24373382","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2022-01-28T17:31:38Z","title_canon_sha256":"769f6a13ff6faff19e38ed98caeabd067ad6b470d65eb3dbe05e3f7f66cad410"},"schema_version":"1.0","source":{"id":"2202.13739","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2202.13739","created_at":"2026-07-05T04:00:33Z"},{"alias_kind":"arxiv_version","alias_value":"2202.13739v1","created_at":"2026-07-05T04:00:33Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2202.13739","created_at":"2026-07-05T04:00:33Z"},{"alias_kind":"pith_short_12","alias_value":"XUKCXG27UFEI","created_at":"2026-07-05T04:00:33Z"},{"alias_kind":"pith_short_16","alias_value":"XUKCXG27UFEIUJVV","created_at":"2026-07-05T04:00:33Z"},{"alias_kind":"pith_short_8","alias_value":"XUKCXG27","created_at":"2026-07-05T04:00:33Z"}],"graph_snapshots":[{"event_id":"sha256:d0d303a94c70be3113bd3709a283d6aa0b47f77ba382b7d4075e1fac7c1874ae","target":"graph","created_at":"2026-07-05T04:00:33Z","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/2202.13739/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Scientific models hold the key to better understanding and predicting the behavior of complex systems. The most comprehensive manifestation of a scientific model, including crucial assumptions and parameters that underpin its usability, is usually embedded in associated source code and documentation, which may employ a variety of (potentially outdated) programming practices and languages. Domain experts cannot gain a complete understanding of the implementation of a scientific model if they are not familiar with the code. Furthermore, rapid research and development iterations make it challengi","authors_text":"Alfredo Gabaldon, Andrew Crapo, James Jobin, Narendra Joshi, Nurali Virani, Sharad Dixit, Varish Mulwad, Vijay S. Kumar","cross_cats":["cs.AI","cs.CL"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2022-01-28T17:31:38Z","title":"Automated Creation and Human-assisted Curation of Computable Scientific Models from Code and Text"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2202.13739","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":"sha256:219af7b19b3c1ca060c46c03c1b296edda0c1f90da737a779dca41dfa048e72d","target":"record","created_at":"2026-07-05T04:00:33Z","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":"04182d900dc80f399fb2a0dea637c2b7b102ec0b873dd884dbe0d10a24373382","cross_cats_sorted":["cs.AI","cs.CL"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.SE","submitted_at":"2022-01-28T17:31:38Z","title_canon_sha256":"769f6a13ff6faff19e38ed98caeabd067ad6b470d65eb3dbe05e3f7f66cad410"},"schema_version":"1.0","source":{"id":"2202.13739","kind":"arxiv","version":1}},"canonical_sha256":"bd142b9b5fa1488a26b587f0b920fd257ecf9856db4fc988643df7eed58308e4","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bd142b9b5fa1488a26b587f0b920fd257ecf9856db4fc988643df7eed58308e4","first_computed_at":"2026-07-05T04:00:33.528161Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:00:33.528161Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"38AwdYmAxbDzMv6JPwtf4olO9btsdwAQx7eqC1x9TiGk0p9dZ9wxPOEObgUu5BT7LkEfCVCYIdk14Pm5GUMdAw==","signature_status":"signed_v1","signed_at":"2026-07-05T04:00:33.528576Z","signed_message":"canonical_sha256_bytes"},"source_id":"2202.13739","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:219af7b19b3c1ca060c46c03c1b296edda0c1f90da737a779dca41dfa048e72d","sha256:d0d303a94c70be3113bd3709a283d6aa0b47f77ba382b7d4075e1fac7c1874ae"],"state_sha256":"dda8664481a55d831ea54addfdae5ada9d314e1ab139274d48d75fbb151c9c03"}