Evidence claim

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

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
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 Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
attributes.field links:family:discovery-model-dnabert-2 Context-only references	MAGICS-LAB/DNABERT_2 README.md Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T20:00:02.624261+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.field links:family:discovery-model-dnabert-2 Context-only references	GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-02-05 Retrieved: 2026-09-16T10:33:55.224Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.field` Source artifact SHA-256: `3cc0df52522fccda23e3958f069c916b87ee50bb5c9a992fa37e25256546e145` Hash scope: Hash scope not separately documented; inspect source record Inspected 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: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Context-only references	MAGICS-LAB/DNABERT_2: README.md Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected 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: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Context-only references	MAGICS-LAB/DNABERT_2 README.md Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T20:00:02.624261+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: Hash scope not separately documented; inspect source record Inspected 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: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Context-only references	GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-02-05 Retrieved: 2026-09-16T10:33:55.224Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.source_locator` Source artifact SHA-256: `3cc0df52522fccda23e3958f069c916b87ee50bb5c9a992fa37e25256546e145` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.target_id discovery-model-dnabert-2 Context-only references	MAGICS-LAB/DNABERT_2: README.md Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.target_id` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact
attributes.target_id discovery-model-dnabert-2 Context-only references	MAGICS-LAB/DNABERT_2 README.md Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T20:00:02.624261+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.target_id` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
attributes.target_id discovery-model-dnabert-2 Context-only references	GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: preprint archived 2025-02-05 Retrieved: 2026-09-16T10:33:55.224Z	not individually reviewed No individual claim review recorded Audit details Field: `attributes.target_id` Source artifact SHA-256: `3cc0df52522fccda23e3958f069c916b87ee50bb5c9a992fa37e25256546e145` Hash scope: Hash scope not separately documented; inspect source record Inspected artifact
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 Original source ↗ Cited primary paper comparison table and DNABERT-2 methods; official DNABERT-2 README; source-labelled configuration DNABERT-2 \| Existing reviewed locator: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (paragraph 4) Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: f25bed9ee20db966dff39e5c1571249d04e36404 Retrieved: 2026-09-16T19:46:17.892989+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `734a8cec5f667d74d421bf3b273ad7e256216109636da45aa7ceba21cd34de16` Hash scope: SHA-256 of retrieved original artifact bytes Format: original_artifact Inspected artifact

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Release 2026-09-29-06401fd5b220 · Record review: source checked

3 source records and release history

GenomeOcean: An Efficient Genome Foundation Model Trained on Large-Scale Metagenomic Assemblies · Original source · preprint archived 2025-02-05
MAGICS-LAB/DNABERT_2 README.md · Original source · f25bed9ee20db966dff39e5c1571249d04e36404
MAGICS-LAB/DNABERT_2: README.md · Original source · f25bed9ee20db966dff39e5c1571249d04e36404

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Technical metadata and extraction receipts

Stable ID: model-evaluation-identity-8ebd3410e1a7599faf14

areas: microbes-communities
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: Results/Model Safety (paragraph 1); Results/GenomeOcean Learns Protein-coding Principles from DNA Alone (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.

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subject: DNABERT-2

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