feat(ui/docs): redesign UI/UX for scientific honesty, 5-tier data provenance, and GovTech credibility

refactor: execute full JSC data integrity, provenance architecture, and scientific defensibility rebuild

fix: resolve ModuleNotFoundError on startup, make matplotlib optional, and clean up imports

refactor(arch): structure repository into scalable models/, scripts/, docs/, and data/ directories