"stream_id","direction","material","endpoint","value","unit","basis" "S-001","IN","Basal medium","T-101","1440","L/batch","Synthetic charge basis" "S-002","IN","Concentrated nutrient feed","BR-301","integrated","L/batch","ODE feed profile" "S-003","IN","Air / oxygen","BR-301","open boundary","screening","Gas flow not explicitly calibrated" "S-101","PROCESS","Sterile medium","BR-201","1440","L/batch","Start volume" "S-201","PROCESS","Seed inoculum","BR-301","included","state initialization","Synthetic inoculum" "S-301","OUT","Harvest broth","CF-401","final model volume","L/batch","ODE final inventory" "S-302","OUT","mAb in harvest","CF-401","model output","kg/batch","ODE product inventory" "S-901","OUT","Off-gas","Facility boundary","open boundary","kg/batch","Requires gas model"