refactor: single-fold fold_04 + Platt scaling (remove ensemble)

feat: ativa ensemble completo com calibração (Platt scaling)

feat: migrar para bge-m3 (568M params, mean pooling, fold 04→fold_01)

feat: endpoint FT-Solo inicial (Qwen3-Embedding-4B + LoRA fold 01 + linear head)