Unified research system for geomagnetically induced current reconstruction.

The frozen final default runtime path is the Phase 5 default checkpoint without KG. The frozen Phase 6 feature_only checkpoint is retained as an optional KG-enabled variant.

• configs/final/final_default.yaml
• configs/final/final_reproduction.yaml
• configs/final/final_real_eval.yaml
• configs/final/final_with_kg.yaml
• configs/final/final_without_kg.yaml

PYTHONPATH=src conda run -n GIC_env python -m gic.cli.main run-final-default --config configs/final/final_default.yaml --project-root /home/user/projects/GIC
PYTHONPATH=src conda run -n GIC_env python -m gic.cli.main run-final-reproduction --config configs/final/final_reproduction.yaml --project-root /home/user/projects/GIC
PYTHONPATH=src conda run -n GIC_env python -m gic.cli.main run-final-real-eval --config configs/final/final_real_eval.yaml --project-root /home/user/projects/GIC

All final CLI entries support --with-kg, --without-kg, --check-only, and --output-dir.

• Phase 4 broader best graph baseline hidden-node MAE: 21.21492975950241
• Phase 5 frozen default broader hidden-node MAE: 7.73746395111084
• Phase 6 frozen feature_only broader hidden-node MAE: 5.947530508041382
• Phase 7 frozen real-event decision: phase5_default_real_event_leader

• docs/architecture/final_system_overview.md
• docs/evaluation/final_results_summary.md
• docs/evaluation/final_limitations.md
• docs/reproduction/reproduction_guide.md
• docs/roadmap/final_handoff_summary.md