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BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization

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 bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152 Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_sha256` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.artifact_url https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12635123/fullTextXML Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.artifact_url` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.doi 10.1038/s42003-025-08982-0 Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.doi` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.hash_scope Exact retrieved primary paper artifact bytes. Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.hash_scope` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.retrieved_at 2026-09-16T10:33:38.292Z Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.retrieved_at` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.review_scope Source identification and table transcription; no independent experimental reproduction. Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.review_scope` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.url https://pmc.ncbi.nlm.nih.gov/articles/PMC12635123/ Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.url` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
attributes.version journal full text in PMC Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `attributes.version` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
description Primary reference; inspect retrieval status and review scope. Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` Hash scope: Exact retrieved primary paper artifact bytes. Inspected artifact
facets {} Source metadata	BiRNA-BERT allows efficient RNA language modeling with adaptive tokenization Original source ↗ No field-specific location recorded Version: journal full text in PMC Retrieved: 2026-09-16T10:33:38.292Z	catalogued No individual claim review recorded Audit details Field: `facets` Source artifact SHA-256: `bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152` 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-birna-bert-2025

url: https://pmc.ncbi.nlm.nih.gov/articles/PMC12635123/
doi: 10.1038/s42003-025-08982-0
version: journal full text in PMC
retrieved at: 2026-09-16T10:33:38.292Z
artifact sha256: bf7dbc52b6515301c77010c513f13e676c38395ddc82c20310171f518690c152
artifact url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC12635123/fullTextXML
hash scope: Exact retrieved primary paper artifact bytes.
review scope: Source identification and table transcription; no independent experimental reproduction.

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