Abstract
The principles behind the work: traceable evidence, reproducibility, and conclusions that remain open to correction.
Research Question
How should research be documented, challenged, and revised?
Hypothesis
Not applicable. This is a research governance standard, rather than an empirical study.
Data
No empirical dataset applies to this governance document. The original published standard is retained below.
Methodology
The original standard defines research tiers, evidence and claim classifications, citation requirements, AI-assistance disclosure, adversarial review, and publication controls. Its lifecycle moves from a scoped question and hypothesis through analysis, review, publication, and revision.
Results
The output is a published research governance standard, version 1.0. It is not evidence of a trading edge.
Robustness
The original document discloses AI-assisted adversarial review and author self-review. Independent external peer review was not conducted.
Conclusion
This standard provides the foundation for documenting, reviewing, publishing, and correcting research. Empirical verdict: not applicable.
Adapted summary of HCL-STD-001, published 1 August 2026. The downloadable original remains the authoritative document.
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