Beyond Simple Lookup: Why Refrigerant Emissions Demand Versioned Carbon Data

Traditional emissions calculators fail when the source data itself evolves—a refrigerant emissions case reveals that GWP values shift between IPCC assessment reports, yet both versions remain legally valid depending on reporting context. This forces developers to treat version history as a first-class data concern, not optional metadata. The lesson extends to any domain modeling scientific standards that change over time.