chore: add latest training artifacts and data manifests from local retrain run

fix: add clip_database.pkl and ensemble_results.json via LFS

fix: remove model files from git tracking

feat: add trained model artefacts from initial pipeline run

feat(ensemble): — XGBoost trained classifier replaces hardcoded signal weights