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Evaluation

SINCERITIES · BEELINE 2020 Figure 5 · mHSC-L

BEELINE 2020 Figure 5; mHSC-L. Source checked, not independently reproduced.

Research readiness

These checks assess whether the evidence supports a reproducible investigation. A source-checked score alone does not meet these requirements.

Release 2026-09-29-06401fd5b220 · Evidence verified: Not verified

Evidence incomplete

Replay metrics

Exact outcomes, predictions, identifiers and evaluator are connected.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing

Verified: Not verified

Evidence incomplete

Investigate discrepancies

Replay evidence includes annotations and an assessment of dependence. Unknown independence permits descriptive analysis only.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • metric replay: verification is missing
  • annotations: verification is missing
  • dependence: verification is missing

Verified: Not verified

Evidence incomplete

Run locally

A pinned recipe describes the inputs, environment and resource requirements.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • recipe pinned: verification is missing
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Verified: Not verified

Evidence incomplete

Validate independently

Separate data and exposure records support an independent test.

Missing or unresolved evidence

  • No verified artifact manifest is linked to this exact record.
  • artifact hashes: verification is missing
  • join integrity: verification is missing
  • score semantics: verification is missing
  • independent validation: verification is missing
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Verified: Not verified

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Read reviewed discrepancy investigations

Evaluation results

1 evaluation · 1 result. Different protocols are not a single leaderboard.

Filter evaluations

Applied filters: All linked evaluations

Exact evaluated configurations and original reported results
Tested configurationProtocol and datasetFindingEvidence and details
Configuration: SINCERITIESProtocol: BEELINE 2020 Figure 5 · mHSC-L · Reference network: Cell-type specific ChIP-Seq; Gene selection: TFs+500
Dataset subset: mHSC-L
1.02 Early Precision Ratio
ratio · higher

Uncertainty: status: unreported

Coverage: Not reported scored / Not reported eligible

Author-reported evaluation · Source checked
Methods, coverage and source

SINCERITIES · BEELINE 2020 Figure 5 · mHSC-L

BEELINE 2020 Figure 5

Aggregation: unreported

BEELINE: 10.1038/s41592-019-0690-6 source data published 2020 · Figure 5 source CSV row 15, column 11

Source checking is not independent reproduction. Release 2026-09-29-06401fd5b220.

Evaluation procedure

BEELINE 2020 Figure 5

Configuration
SINCERITIES
Protocol
BEELINE 2020 Figure 5 · mHSC-L · Reference network: Cell-type specific ChIP-Seq; Gene selection: TFs+500
Dataset subset
mHSC-L
origin
Author-reported evaluation
configuration
Not reported
protocol id
acquired-protocol-f7ef0c77a6155a1ff0d4
dataset version
10.1038/s41592-019-0690-6 source data published 2020
split
mHSC-L
population
mHSC-L
inputs
Reference network: Cell-type specific ChIP-Seq; Gene selection: TFs+500
adaptation
unreported
aggregation
metric-specific; inspect each result

Metadata review: discovered. Unreported conditions prevent automatic comparisons.

Reproduction

Split
mHSC-L
Adaptation
unreported
Scoring implementation
Not reported

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

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.

20 evidence rows matching the loaded filters

Claims, original sources and review scope · Release 2026-09-29-06401fd5b220
Property and statementOriginal source and locationReview and provenance
attributes.comparison.adaptation
unreported
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

missing or unspecified

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.adaptation

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.aggregation
metric-specific; inspect each result
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.aggregation

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.dataset_version
10.1038/s41592-019-0690-6 source data published 2020
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.dataset_version

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.inputs
Reference network: Cell-type specific ChIP-Seq; Gene selection: TFs+500
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.inputs

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.population
mHSC-L
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.population

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.protocol_id
acquired-protocol-f7ef0c77a6155a1ff0d4
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.protocol_id

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.comparison.split
mHSC-L
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.comparison.split

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.conditions.gene_selection
TFs+500
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.conditions.gene_selection

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.conditions.network_density_printed
0.54
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.conditions.network_density_printed

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

attributes.conditions.network_genes
618
Context-only references
BEELINE: 10.1038/s41592-019-0690-6 source data published 2020

Original source ↗

Figure 5 source CSV row 15, column 11

Version: 10.1038/s41592-019-0690-6 source data published 2020
Retrieved: 2026-09-19

not individually reviewed

No individual claim review recorded

author reported

Audit details

Field: attributes.conditions.network_genes

Source artifact SHA-256: 1f6a38649aa1fc1d90522e3d09f85f7e5714cc80c585ef679ed7603d7a1c7b70

Hash scope: Exact downloaded bytes, before optional gzip storage

Inspected artifact

Sources and history

View linked audit checks and correction history

Release 2026-09-29-06401fd5b220 · Record review: discovered

1 source records and release historyDownload this release
Technical metadata and extraction receipts

Stable ID: acquired-evaluation-a51488fa9cddda12b9a0

origin
author_reported
protocol
BEELINE 2020 Figure 5
source locator
Figure 5 source CSV row 15, column 11
conditions
gene selection: TFs+500; network density printed: 0.54; network genes: 618; reference network: Cell-type specific ChIP-Seq; transcription factors: 22
comparison
protocol id: acquired-protocol-f7ef0c77a6155a1ff0d4; dataset version: 10.1038/s41592-019-0690-6 source data published 2020; split: mHSC-L; population: mHSC-L; inputs: {"reference_network":"Cell-type specific ChIP-Seq","gene_selection":"TFs+500"}; adaptation: unreported; aggregation: metric-specific; inspect each result
missing metadata
checkpoint revision: unreported; scored count: unreported
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