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A gov-API flat can lodge dwelling_type="Mid-floor flat" while carrying its own exposed roof — a top-floor flat mislabelled mid-floor. _dwelling_exposure keyed roof exposure on the dwelling_type label alone, dropping the roof heat-loss term: space-heating demand under-read ~32%, SAP over-read +7. Fix: when the main building part lodges a *determined* roof_insulation_location (an RdSAP integer code, not the "ND" Not-Defined party-ceiling sentinel), expose the roof regardless of a contradictory label. Structured field, not a description string and not roof_construction (which the gov-API lodges building-wide on every unit, so it is not a per-unit signal). On the RdSAP-21.0.1 corpus roof_insulation_location separates the classes with zero disagreement: all 190 party-ceiling flats lodge "ND"; the 4 mid/ground flats this exposes all move toward lodged, 0 away. within-0.5 73.3% -> 73.6%, MAE 0.774 -> 0.761 (ratchets tightened). Verified end-to-end on the same block: 715363 (location 6, RHI 2694) 81 -> 74 = lodged; genuine mid-floor sibling 715395 (location ND, RHI 1024) stays party at 83 = lodged. The override is additive (only ever exposes a label-dropped roof) and reads the main part, so multi-part flats with a party main ceiling stay party. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> |
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| .. | ||
| applications | ||
| datatypes | ||
| domain | ||
| e2e | ||
| fixtures/epc_prediction | ||
| harness | ||
| infrastructure | ||
| lambdas | ||
| magic_plan | ||
| orchestration | ||
| repositories | ||
| scripts | ||
| utilities | ||
| __init__.py | ||
| conftest.py | ||
| test_lambda_packaging.py | ||