Baseline

One-hot protein encoding

Candidate reference for task-specific evaluation; no score is implied.

No reviewed evaluations are linked here in this release.

Applicable tests and references

Applicability is distinct from a completed evaluation.

TAPE · 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.

7 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-11-02-a7f03c9e55a5
Property and statement	Original source and location	Review and provenance
Applicability source_supported Context-only references	songlab-cal/tape official source Original source ↗ No field-specific location recorded Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e Retrieved: 2026-09-16T10:31:32.443187+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.applicability` Source artifact SHA-256: `b28c74fe3cd6b69a8ba6d84891d0539e54dfef882abd5ed4d11ed0b029bb477a` Hash scope: Hash scope not separately documented; inspect source record
Baseline type simple_statistical Context-only references	songlab-cal/tape official source Original source ↗ No field-specific location recorded Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e Retrieved: 2026-09-16T10:31:32.443187+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.baseline_type` Source artifact SHA-256: `b28c74fe3cd6b69a8ba6d84891d0539e54dfef882abd5ed4d11ed0b029bb477a` Hash scope: Hash scope not separately documented; inspect source record
Requirements Task-specific training split and predictor head. Context-only references	songlab-cal/tape official source Original source ↗ No field-specific location recorded Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e Retrieved: 2026-09-16T10:31:32.443187+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.requirements` Source artifact SHA-256: `b28c74fe3cd6b69a8ba6d84891d0539e54dfef882abd5ed4d11ed0b029bb477a` Hash scope: Hash scope not separately documented; inspect source record
Scope note One Hot is an explicitly reported comparator in official TAPE task tables. This record does not imply the same baseline protocol suits every protein task. Context-only references	songlab-cal/tape official source Original source ↗ No field-specific location recorded Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e Retrieved: 2026-09-16T10:31:32.443187+00:00	not individually reviewed No individual claim review recorded Audit details Field: `attributes.scope_note` Source artifact SHA-256: `b28c74fe3cd6b69a8ba6d84891d0539e54dfef882abd5ed4d11ed0b029bb477a` Hash scope: Hash scope not separately documented; inspect source record
Description Candidate reference for task-specific evaluation; no score is implied. Context-only references	songlab-cal/tape official source Original source ↗ No field-specific location recorded Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e Retrieved: 2026-09-16T10:31:32.443187+00:00	not individually reviewed No individual claim review recorded Audit details Field: `description` Source artifact SHA-256: `b28c74fe3cd6b69a8ba6d84891d0539e54dfef882abd5ed4d11ed0b029bb477a` Hash scope: Hash scope not separately documented; inspect source record
Relationship: applicable to discovery-benchmark-tape Context-only references	songlab-cal/tape official source Original source ↗ No field-specific location recorded Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e Retrieved: 2026-09-16T10:31:32.443187+00:00	not individually reviewed No individual claim review recorded Audit details Field: `links:applicable_to:discovery-benchmark-tape` Source artifact SHA-256: `b28c74fe3cd6b69a8ba6d84891d0539e54dfef882abd5ed4d11ed0b029bb477a` Hash scope: Hash scope not separately documented; inspect source record
Name One-hot protein encoding Context-only references	songlab-cal/tape official source Original source ↗ No field-specific location recorded Version: 6d345c2b2bbf52cd32cf179325c222afd92aec7e Retrieved: 2026-09-16T10:31:32.443187+00:00	not individually reviewed No individual claim review recorded Audit details Field: `name` Source artifact SHA-256: `b28c74fe3cd6b69a8ba6d84891d0539e54dfef882abd5ed4d11ed0b029bb477a` Hash scope: Hash scope not separately documented; inspect source record

How to read the evidence

Sources and history

Release 2026-11-02-a7f03c9e55a5 · Record review: discovered

1 source record and release history

songlab-cal/tape official source · Original source · 6d345c2b2bbf52cd32cf179325c222afd92aec7e

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Technical metadata and extraction receipts

Stable ID: discovery-baseline-one-hot-protein-encoding

areas: protein-function
applicability: source_supported
baseline type: simple_statistical
missing metadata: implementation version: reason: unextracted; protocol applicability: reason: unextracted
requirements: Task-specific training split and predictor head.
scope note: One Hot is an explicitly reported comparator in official TAPE task tables. This record does not imply the same baseline protocol suits every protein task.
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-songlab-cal-tape; source locator: Pinned README: compatibility notice; Evaluating a Downstream Model; Data; task leaderboards; 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: TAPE

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