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| <!-- | |
| Before submitting, link any related issue in the Description section below | |
| by writing "Closes #issue_number" so GitHub auto-closes it on merge. | |
| --> | |
| ## Description | |
| <!-- What does this PR do and why? Be specific: what problem does it solve, | |
| what approach was taken, and what alternatives were considered and ruled out. --> | |
| Closes # | |
| --- | |
| ## PR Type | |
| - [ ] Bug fix | |
| - [ ] New feature | |
| - [ ] Data contribution (URN database) | |
| - [ ] Documentation update | |
| - [ ] Model / algorithm improvement | |
| - [ ] Performance improvement | |
| - [ ] Tests | |
| - [ ] Other (describe below) | |
| --- | |
| ## Modules Affected | |
| - [ ] Module 1 — Design Input Engine | |
| - [ ] Module 2 — URN Prediction Core | |
| - [ ] Module 3 — IMO Compliance Checker | |
| - [ ] Module 4 — Marine Bioacoustic Impact Module | |
| - [ ] Module 5 — Mitigation Recommendation Engine | |
| - [ ] Module 6 — Open URN Database | |
| - [ ] General / Infrastructure | |
| --- | |
| ## Scientific Basis | |
| <!-- Required if this PR changes any prediction algorithm, bioacoustic | |
| calculation, compliance logic, or data processing pipeline. | |
| Provide either a citation to a published paper or a clear technical | |
| explanation of the methodology. If this PR does not touch any of the | |
| above, write N/A. --> | |
| **N/A** | |
| --- | |
| ## Testing | |
| <!-- Describe what tests were run, what the results were, and whether any | |
| edge cases were covered. Paste the relevant pytest output below. --> | |
| ``` | |
| # pytest output here | |
| ``` | |
| --- | |
| ## Screenshots / Output | |
| <!-- For UI changes or visualization updates: paste a screenshot. | |
| For model or algorithm changes: paste a before/after metric comparison. | |
| For data contributions: paste a sample row showing the expected data format. | |
| Not applicable for documentation-only PRs. --> | |
| --- | |
| ## Pre-Merge Checklist | |
| - [ ] Code follows PEP 8 and all new functions include type hints | |
| - [ ] All new functions have docstrings (Google-style) | |
| - [ ] `pytest` passes locally with no new failures | |
| - [ ] No raw data files, `.pt` model weights, or `.env` files are included | |
| - [ ] `CHANGELOG.md` updated under `[Unreleased]` with a summary of changes | |
| - [ ] If any module algorithm or methodology was changed, a scientific reference | |
| or technical justification is provided in the Scientific Basis section above |