Research Archive

The main site presents the shortest scholarly reading path. This archive keeps the workbench’s status, method, provenance, validation, and maintenance details available for readers who want to inspect how the argument was built.

Project state

• Project Status is the generated pipeline snapshot.
• Current Status is the maintained narrative audit of progress, blockers, and corpus boundaries.
• Project Brief introduces the theory and research purpose.
• Open Decisions records unresolved design choices.

Method detail

• Research Design
• Primary Research Question
• MIPVU Annotation Guide
• Corpus Rights Policy
• Corpus Limitations
• Validation Protocol
• Comparative Analysis Protocol
• Human Reliability and Adjudication Methodology

Evidence and review package

• Publication Audit Package
• Claim Traceability
• Validation Gate
• AI Use Statement
• Model-Reliability Disclosure
• Data Availability
• Public Site Readiness

Research infrastructure

• Human Reliability and Adjudication Architecture
• Human Coder Recruitment and Onboarding Protocol
• Human Coder Training Guide
• Multilingual Human Coder Calibration Packets
• Stratified Human Reliability Sampling Strategy
• Multi-Model Reliability Architecture
• Multi-Model Reliability Results
• Multi-Model Reliability Completion Checklist
• Pipeline Upgrade Notes
• Future LangGraph Compatibility
• Site Architecture
• Project repository

Detailed case analyses and generated artifacts remain accessible from each case hub, the findings hub, and site search.