SignalScope v1.0 - CIFAKE dual-stream weights

Trained dual-stream (ResNet34 + 2D FFT) checkpoint for the stacked ensemble. Place at retrain/checkpoints/best_model.pt (see README Section 2). CIFAKE test: stacked ensemble AUC 0.9976, accuracy 97.80%, FPR 2.35%.