DeepSet fingerprint baseline: spectraverse-formula-free
Source-supported comparator role; measured values belong to linked evaluations.
Evaluation results
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Source checking is not independent reproduction. Release 2026-09-30-e37e3ab1284d.
Applicable tests and references
Applicability is distinct from a completed evaluation.
- MSAlign v2 retrieval: spectraverse-formula-free · Proposed association
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
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One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
8 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.applicability source_supported Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | 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.baseline_type established_method Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | 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 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | 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 Source-supported comparator role; measured values belong to linked evaluations. Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: applicable to uc20260930-msalign-v2-protocol-spectraverse-formula-free Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: configuration uc20260930-msalign-v2-config-deepset Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| Relationship: evaluation uc20260930-msalign-v2-eval-spectraverse-formula-free-deepset Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| name DeepSet fingerprint baseline: spectraverse-formula-free Context-only references | MSAlign arXiv v2 Table 3 Table 3; Section 5.1 Baselines: Fourier features, 50 epochs Version: 2605.19752v2, 25 September 2026 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
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Release 2026-09-30-e37e3ab1284d · Record review: source checked
1 source records and release history
- MSAlign arXiv v2 Table 3 · Original source · 2605.19752v2, 25 September 2026
Technical metadata and extraction receipts
Stable ID: uc20260930-msalign-v2-baseline-spectraverse-formula-free
- areas
- metabolomics
- baseline type
- established_method
- applicability
- source_supported
- source locator
- Table 3; Section 5.1 Baselines: Fourier features, 50 epochs
- review
- method: automated_source_review; reviewer: Codex experimental-use-case curation; date: 2026-09-30; reviewed at: 2026-09-30T21:40:59.576893+00:00; scope: Primary-source transcription and catalogue applicability audit; not human scientific review or independent experimental reproduction.
Related records
- configuration: DeepSet [MSAlign v2]
- applicable to: MSAlign v2 retrieval: spectraverse-formula-free
- evaluation: DeepSet spectraverse-formula-free