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The impact of tokenizer selection in genomic language models

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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 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342 Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12453675/fullTextXML Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.doi 10.1093/bioinformatics/btaf456 Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-16T10:38:57.558210+00:00 Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://pmc.ncbi.nlm.nih.gov/articles/PMC12453675/ Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version journal full text in PMC Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	The impact of tokenizer selection in genomic language models Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558210+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342` 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: expansion-p3-genomic-tokenizer-selection-2025

url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12453675/
doi: 10.1093/bioinformatics/btaf456
version: journal full text in PMC
retrieved at: 2026-09-16T10:38:57.558210+00:00
artifact sha256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12453675/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

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