review-response: upload src/pino/upload_data.py

pimt v9 substantivity gbm train publish path

Add Fraterworks ingestion and upload data split support

perf(train): avoid Hugging Face Dataset round-trip during formula-disjoint split

feat(train): pin 597 single-molecule controls exclusively to training

fix(upload,train): use load_dataset select and fingerprint-based leakage check

feat(upload,train): formula-disjoint split with full corpus recovery

fix(upload,train): enforce strict molecule-disjoint isolation

feat(upload,train): directive-compliant molecule-disjoint split

feat(train,upload): multi-task training with InfoNCE and molecule-disjoint upload

feat(data): wire structured Poucher profiles into text conditioning pipeline

fix(upload): cast genre to ClassLabel; align PIMT forward with fused labels and publication metrics

feat(pino): literature seed integration, stratified dataset split, registry enrichment, and Space sync