Source

BarcodeBERT: transformers for biodiversity analyses

Primary reference; inspect retrieval status and review scope.

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 493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13008329/fullTextXML Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.doi 10.1093/bioadv/vbag054 Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-16T10:38:57.558051+00:00 Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://pmc.ncbi.nlm.nih.gov/articles/PMC13008329/ Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version journal full text in PMC Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	BarcodeBERT: transformers for biodiversity analyses Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:38:57.558051+00:00	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact

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Sources and history

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

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Technical metadata and extraction receipts

Stable ID: expansion-p3-barcodebert-2026

url: https://pmc.ncbi.nlm.nih.gov/articles/PMC13008329/
doi: 10.1093/bioadv/vbag054
version: journal full text in PMC
retrieved at: 2026-09-16T10:38:57.558051+00:00
artifact sha256: 493f9fe70b483780ba76d51ccf217d3ca83539c82b89917fd3ccebe2b6eb831d
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC13008329/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

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