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The impact of tokenizer selection in genomic language models

Primary paper retained with its original identifier. Metadata inherited from the literature collection; individual result checks are separate.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

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.

28 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.artifact_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.artifact_retrieved_at

Source artifact SHA-256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

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: Hash scope not separately documented; inspect source record

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: Hash scope not separately documented; inspect source record

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: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.legacy_paper.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.legacy_paper.doi

Source artifact SHA-256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.legacy_paper.id
genomic-tokenizer-selection-2025
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.legacy_paper.id

Source artifact SHA-256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.legacy_paper.notes
Final Bioinformatics journal article Table 2, Caduceus (char) Regulatory MCC 0.778 checked directly; same study also has a bioRxiv manuscript.
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.legacy_paper.notes

Source artifact SHA-256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.legacy_paper.primary_domain
dna-genomes
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.legacy_paper.primary_domain

Source artifact SHA-256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.legacy_paper.publication_status
peer_reviewed
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.legacy_paper.publication_status

Source artifact SHA-256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

attributes.legacy_paper.retrieved_utc
2026-09-15T23:33:26Z
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.legacy_paper.retrieved_utc

Source artifact SHA-256: 0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: discovered

0 source records and release history

No supporting source is linked yet.

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Technical metadata and extraction receipts

Stable ID: genomic-tokenizer-selection-2025

areas
dna-genomes
url
https://pmc.ncbi.nlm.nih.gov/articles/PMC12453675/
version
journal full text in PMC
retrieved at
2026-09-15T23:33:26Z
doi
10.1093/bioinformatics/btaf456
publication status
peer_reviewed
year
2025
artifact sha256
0a01c36fdd63f3f6db509777e61c3f87e8a298c810f8aef7974915aaa0655342
artifact url
https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12453675/fullTextXML
artifact retrieved at
2026-09-16T10:38:57.558210+00:00
legacy paper
id: genomic-tokenizer-selection-2025; title: The impact of tokenizer selection in genomic language models; year: 2025; publication status: peer_reviewed; version: journal full text in PMC; source url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12453675/; primary domain: dna-genomes; retrieved utc: 2026-09-15T23:33:26Z; doi: 10.1093/bioinformatics/btaf456; notes: Final Bioinformatics journal article Table 2, Caduceus (char) Regulatory MCC 0.778 checked directly; same study also has a bioRxiv manuscript.
scope decision
included
missing metadata
licence: not_reported_in_legacy_extract
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