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[Stage 3] Implement confidence model v2 #26

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@Will-thom

Roadmap item from .github/backlog/ISSUES.md. Acceptance: confidence levels based on multiple evidence sources, preserve confidence reasons in JSON, add report-only and PR-context tests.

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  1. added
    help wantedExtra attention is needed
    need helpContribution wanted; scoped but needs implementation or research help
    waiting helpWaiting for contributor research, design input, or maintainer discussion
    on May 26, 2026
  2. added this to the Stage 3 - v0.3.0 milestone on May 26, 2026
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    area: architecturehelp wantedExtra attention is neededneed helpContribution wanted; scoped but needs implementation or research helpstage: 3status: blockedBlocked by another issue or design decisionwaiting helpWaiting for contributor research, design input, or maintainer discussion

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