Switch TPD to Summary-ECFlow model (21-dim hand-crafted features)

Switch to v9 EC + v8 TPD noise-augmented models for robustness

Switch to v7 model checkpoints to support all 6 EC mechanisms including Nernst

Switch to v8 last-epoch checkpoints (ep400)

Upgrade to v8 model checkpoints

Initial ECFlow deployment