01 / Internal QA
Producer-owned
Tests, reruns, source checks and documentation performed within the production process.
Evidence & validation
Independent review is an institutional asset, not a decorative badge.
The Lab currently reports 2–3 external methods reviewers and 2 completed independent reproductions. Institution-level totals are kept separate from release-specific attribution: a reproduction is attached to a named release only where that mapping and supporting record can be disclosed.
External methods reviewers2–3Current institutional total.
Independent reproductions completed2Completed outside reproductions.
Unresolved corrections0Current correction state.
Reproducible outputs with code/versioning100%Current published reproducible-output coverage.
02 / Independent verification
Different person
Source audit, blinded second coding or methods challenge by someone other than the primary producer.
03 / Reproduction
Outside execution
Clean-environment reconstruction with a reviewable result, deviations and discrepancy record.
04 / External use
Actual use
A research object is used outside the production team. Use alone does not certify correctness.
Institutional validation state
Current totals are reported at institution level while release-specific public records remain bound to the corresponding research object.
| Measure | Current state | Disclosure rule |
|---|---|---|
| External methods reviewers | 2–3 | Named only where reviewer identity and specific artifact are cleared. |
| Independent reproductions | 2 completed | Release-level designation requires an attributable reproduction record. |
| Unresolved corrections | 0 | Resolved corrections remain historically visible if any are recorded. |
| Source/provenance coverage | 100% of published datasets | Dataset pages link source/provenance records. |
| Code/versioning coverage | 100% of reproducible outputs | Reproducible outputs carry code and version identifiers. |
Release-specific versus institution-level evidence
The Lab may report aggregate completed reviews and reproductions where confidentiality or publication rights prevent full public attribution. That aggregate does not permit a specific dataset or paper to carry an independently reproduced badge unless the corresponding record is attached to that release.
Correction standard
The current unresolved-correction count is zero. Corrections are governed by the correction policy and machine-readable correction register.
Institutional metrics: data/institutional-metrics.json