Confidence Assessment: document frontier

Source and coverage

• Source: research/theory/confidence-assessment.md
• Canonical ID: missing; path-derived frontier identity used
• Lifecycle status: draft
• Artifact type: research-document
• Version: 0.1
• Confidence: not declared
• Inclusion rule: explicit authority/current-state dependency
• Analysis unit: THEORY-V01

Phase 1 — knowledge extraction

• Primary objective: Explain frameworks through identity/capability, primitive reasoning, composition, redesign, and possible grammar separation.
• Primary claims: Identity and capability separation may improve characterization. A finite primitive vocabulary may represent procedural reasoning. Reasoning and execution grammars may differ.
• Supporting evidence: The source's declared references and the co-analyzed records listed in the analysis-unit frontier.
• Methodology: Theory synthesis from FE-008, FE-011A, FE-012A, and FE-012B exploratory evidence.
• Accepted/current findings: Framework Engineering currently functions most defensibly as a characterization/redesign methodology.
• Rejected or unsupported findings: The theory is validated by internal same-model evidence.
• Assumptions: Exploratory experiments generalize. Primitive labels correspond to stable constructs.
• Limitations: Independent human tests and strong controls are absent. Vocabulary and grammar remain provisional.
• Known uncertainties: Vocabulary saturation; Grammar separability; Independent convergence; Incremental utility.
• Declared headings inspected: Confidence Assessment; Identity-Capability separation improves characterization; Structured redesign improves traceability; Procedural reasoning may be represented by a finite primitive vocabulary; Primitive vocabulary can synthesize coherent procedural structures; Reasoning grammar and execution grammar may be distinct; Framework Engineering currently functions as a characterization and redesign methodology; Confidence Constraint.

Phase 2 — unresolved unknowns

• Vocabulary saturation
• Grammar separability
• Independent convergence
• Incremental utility

Phase 3 — adversarial challenge

The theory retains discipline-scale hypotheses; the boundary REP finds no unique mechanism and very-low support for discipline status.

Evidence that would materially change this assessment includes a completed independent replication, a preregistered negative control, a matched causal comparison, a governance disposition, or a demonstrated failure of the measurement and integrity instruments relevant to this source.

Top five traceable opportunities

The opportunity records contain source sections, challenged assumptions, supporting evidence, dependencies, methodology, outputs, and success criteria. Repeated opportunities are semantic links to one repository-wide record rather than duplicated records.