Glycan motif feature classifier
Candidate reference for task-specific evaluation; no score is implied.
Evaluation results
0 evaluations · 0 results. Different protocols are not a single leaderboard.
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Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.
Applicable tests and references
Applicability is distinct from a completed evaluation.
- GlycanML · 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
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.
42 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.applicability proposed Context-only references | GlycanML/GlycanML configs/single_task/BERT/immunogenicity_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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.applicability proposed Context-only references | GlycanML/GlycanML configs/single_task/BERT/interaction_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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.applicability proposed Context-only references | GlycanML/GlycanML configs/single_task/BERT/link_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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.applicability proposed Context-only references | GlycanML/GlycanML configs/single_task/BERT/species_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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.applicability proposed Context-only references | BojarLab/glycowork official source No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 3d63f1ec25c850da3cde4d25cb602d50b6b5732b | 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.applicability proposed Context-only references | GlycanML/GlycanML official source No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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 simple-statistical Context-only references | GlycanML/GlycanML configs/single_task/BERT/immunogenicity_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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 simple-statistical Context-only references | GlycanML/GlycanML configs/single_task/BERT/interaction_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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 simple-statistical Context-only references | GlycanML/GlycanML configs/single_task/BERT/link_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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 simple-statistical Context-only references | GlycanML/GlycanML configs/single_task/BERT/species_BERT.yaml No field-specific location recorded Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 9f392aa6f9c6d74a296a250199beb347923d04e0 | 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
View linked audit checks and correction history
Release 2026-09-29-06401fd5b220 · Record review: discovered
6 source records and release history
- BojarLab/glycowork official source · Original source · 3d63f1ec25c850da3cde4d25cb602d50b6b5732b
- GlycanML/GlycanML official source · Original source · 9f392aa6f9c6d74a296a250199beb347923d04e0
- GlycanML/GlycanML configs/single_task/BERT/species_BERT.yaml · Original source · 9f392aa6f9c6d74a296a250199beb347923d04e0
- GlycanML/GlycanML configs/single_task/BERT/immunogenicity_BERT.yaml · Original source · 9f392aa6f9c6d74a296a250199beb347923d04e0
- GlycanML/GlycanML configs/single_task/BERT/link_BERT.yaml · Original source · 9f392aa6f9c6d74a296a250199beb347923d04e0
- GlycanML/GlycanML configs/single_task/BERT/interaction_BERT.yaml · Original source · 9f392aa6f9c6d74a296a250199beb347923d04e0
Technical metadata and extraction receipts
Stable ID: discovery-baseline-glycan-motif-feature-classifier
- areas
- glycomics
- applicability
- proposed
- baseline type
- simple-statistical
- missing metadata
- implementation version: unextracted; protocol applicability: unextracted
- requirements
- Training-only motif features and leakage-aware glycan split.
- scope note
- Source documents method or task context; proposed applicability requires protocol review.
- entity classification
- review date: 2026-09-17; rationale: This record defines a proposed comparison/reference role. Its simple-statistical value remains a baseline-type facet; the underlying method/model/library is represented by a linked entity where verified. A baseline role is not itself a measured result or a new scientific architecture.; source ids: src-discovery-glycanml-glycanml; evidence-benchmark-glycanml-bert-species-bert-yaml; evidence-benchmark-glycanml-bert-immunogenicity-bert-yaml; evidence-benchmark-glycanml-bert-link-bert-yaml; evidence-benchmark-glycanml-bert-interaction-bert-yaml; source locator: Pinned README: Introduction; Experiment configurations; leaderboard; pinned single-task BERT configurations for species, link, immunogenicity and interaction; ambiguities: Applicability is proposed. This classification does not certify that the baseline was run, was matched to every linked protocol, or constitutes an experimental ceiling.
Related records
- applicable to: GlycanML