Submission D, E and G
Methodology & evaluation
Read live from the running engine.
Green Home Score weights
S = Σ wₖsₖ, weights add up to 100%Sub-score mappings
A better state never scores lower (property-tested)Held-out test metrics vs simple baselines
Property-level splits, so no home appears in twoAI assistant
off, template fallback- Engines calculate. Score, savings, carbon and value all come from the models above.
- The AI explains. It only writes about numbers already in the report.
- Every number is checked. One that does not match gets one retry, then a fixed template is used.
- What-ifs stay grounded. The AI only picks upgrades from a fixed list and the engines recalculate.
Emission factors
Database tables, created on first use
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