DNABERT-2: family DNABERT-2
Reviewed primary source identifies DNABERT-2 as the evaluated backbone; no equivalence of adaptations or checkpoints inferred.
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.
18 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:family:discovery-model-dnabert-2 Context-only references | MAGICS-LAB/DNABERT_2: README.md Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.field links:family:discovery-model-dnabert-2 Context-only references | MAGICS-LAB/DNABERT_2 README.md Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.field links:family:discovery-model-dnabert-2 Context-only references | Benchmarking DNA large language models on quadruplexes Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: version of record | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Context-only references | MAGICS-LAB/DNABERT_2: README.md Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.source_locator Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Context-only references | MAGICS-LAB/DNABERT_2 README.md Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Context-only references | Benchmarking DNA large language models on quadruplexes Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: version of record | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.target_id discovery-model-dnabert-2 Context-only references | MAGICS-LAB/DNABERT_2: README.md Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
| attributes.target_id discovery-model-dnabert-2 Context-only references | MAGICS-LAB/DNABERT_2 README.md Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.target_id discovery-model-dnabert-2 Context-only references | Benchmarking DNA large language models on quadruplexes Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: version of record | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description Reviewed primary source identifies DNABERT-2 as the evaluated backbone; no equivalence of adaptations or checkpoints inferred. Context-only references | MAGICS-LAB/DNABERT_2: README.md Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact |
Sources and history
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: source checked
3 source records and release history
- Benchmarking DNA large language models on quadruplexes · Original source · version of record
- MAGICS-LAB/DNABERT_2 README.md · Original source · f25bed9ee20db966dff39e5c1571249d04e36404
- MAGICS-LAB/DNABERT_2: README.md · Original source · f25bed9ee20db966dff39e5c1571249d04e36404
Technical metadata and extraction receipts
Stable ID: model-evaluation-identity-fc271bf0c26837dbbb9a
- areas
- dna-genomes
- field
- links:family:discovery-model-dnabert-2
- target id
- discovery-model-dnabert-2
- source locator
- Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 | Existing reviewed locator: Discussion and conclusions (paragraph 6); Results/LLM performance at the genome-wide level (paragraph 4)
- review
- method: automated_source_review; date: 2026-09-23; note: Source review establishes this relationship only. Exact evaluated configurations and original numerical review status remain unchanged. Reviewed primary source identifies DNABERT-2 as the evaluated backbone; no equivalence of adaptations or checkpoints inferred.
Related records
- subject: DNABERT-2