Source

Benchmarking DNA large language models on quadruplexes

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Evidence table

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.

15 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-17-d277315f7d76
Property and statement	Original source and location	Review and provenance
attributes.artifact_sha256 c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11953744/fullTextXML Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.doi 10.1016/j.csbj.2025.03.007 Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-17T07:56:23.768683+00:00 Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11953744/fullTextXML Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version version of record Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	Benchmarking DNA large language models on quadruplexes Original source ↗ No field-specific location recorded Version: version of record Retrieved: 2026-09-17T07:56:23.768683+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

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Release 2026-09-17-d277315f7d76 · Record review: source checked

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Technical metadata and extraction receipts

Stable ID: evidence-expansion-p2-quadruplex-llm-benchmark-2025-c3d7c6d068d3

url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11953744/fullTextXML
doi: 10.1016/j.csbj.2025.03.007
version: version of record
retrieved at: 2026-09-17T07:56:23.768683+00:00
artifact sha256: c3d7c6d068d3c11a9c8255a932197ece3804d94e8b2d4f858bea373a1b6eb32f
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC11953744/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

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