Source

Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability

Europe PMC core record MED/40314227 (title and abstract), eLife 2025 · Peer-reviewed

Evidence

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Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

26 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-10-10-cbb3da59bc08
Property and statement	Original source and location	Review and provenance
attributes.artifact_sha256 402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Artifact url https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID%3A40314227+AND+SRC%3AMED&format=json&resultType=core Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Doi 10.7554/elife.98033 Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Hash scope SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Licence CC-BY-4.0 Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.licence` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Media type application/json Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.media_type` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Publication status peer_reviewed Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.publication_status` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Retrieved at 2026-10-10T06:44:38Z Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
attributes.review.artifact_sha256 402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.review.artifact_sha256` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact
Review: date 2026-10-10 Source metadata	Abstract: Semantical and geometrical protein encoding toward enhanced bioactivity and thermostability Original source ↗ No field-specific location recorded Version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025 Retrieved: 2026-10-10T06:44:38Z	catalogued No individual claim review recorded Audit details Field: `attributes.review.date` Source artifact SHA-256: `402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a` Hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence. Inspected artifact

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Sources and history

Release 2026-10-10-cbb3da59bc08 · Record review: source checked

Source text retrieved and hashed for the issue #88a functional-description fix.

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Technical metadata and extraction receipts

Stable ID: qa-descriptions-20261010-source-protssn

url: https://doi.org/10.7554/elife.98033
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID%3A40314227+AND+SRC%3AMED&format=json&resultType=core
version: Europe PMC core record MED/40314227 (title and abstract), eLife 2025
retrieved at: 2026-10-10T06:44:38Z
artifact sha256: 402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a
publication status: peer_reviewed
media type: application/json
source locator: abstractText
doi: 10.7554/elife.98033
licence: CC-BY-4.0
hash scope: SHA-256 of one retrieval of a Europe PMC REST search response. The response is not byte-stable: on 2026-10-10 a second retrieval of 10 of these 31 records differed only in JSON key order and parsed to identical content. The title and abstractText fields are the evidence.
review: method: source-hash-verification; ai-assisted-source-review; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; date: 2026-10-10; artifact sha256: 402d694e5ab074a2b2dcea3c88b742d6a2269311f274bd699dbaacce12df463a; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/search?query=EXT_ID%3A40314227+AND+SRC%3AMED&format=json&resultType=core; method note: Re-downloaded the artifact, compared its SHA-256 with the pin and read the title and abstract (or the cited section).; note: Re-downloaded on 2026-10-10; the bytes differ from artifact_sha256 only in JSON key order. The collector's saved copy matches artifact_sha256 and parses to the same content. The record identifies the original paper (title, DOI or arXiv identifier) and the text supports the descriptions that cite it.

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