Other annexes for thesis submission

Thesis title:
Real-Time Defect Identification in Welding Processes through Thermal and Audio Signal Analysis

Candidate:
Taha Kamalisadeghian

Contents:
- src/: source code for dataset preparation, feature extraction, model training, evaluation, inference, and reporting.
- results/eval/: headline offline and real-time evaluation JSON files.
- results/metrics/: model metric summaries and deployment-gate outputs.
- results/posthoc/: statistical tests, calibration metrics, sanity baselines, and canonical prediction summaries.
- results/tables/: CSV tables used in the thesis.
- results/manifests/: dataset snapshot and manifest metadata.
- results/splits/: train/validation/test split files used for reproducibility.
- results/traceability/: pipeline-run and thesis-artifact traceability manifests.
- notes/: data-location, data-tracking, scope, robustness-experiment-plan, and deployment-criteria notes, plus post-hoc analysis logs.

Excluded from this annex:
- Raw datasets, because the dataset is external and too large for the portal annex limit.
- Trained model binaries and dense feature arrays, because they make the package exceed the 90 MB limit.
- LaTeX build artifacts and compiled thesis PDFs, because they are submitted separately through the thesis upload fields.

The annex is intended as a compact reproducibility package for review, not as a full archival copy of every generated artifact.
