When evaluating DR Horton open-concept floor plans, what are the primary thermal envelope and HVAC airflow vulnerabilities associated with two-story vaulted living room ceilings?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
When evaluating DR Horton open-concept floor plans, what are the primary thermal envelope and HVAC airflow vulnerabilities associated with two-story vaulted living room ceilings?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
building science vaulted cathedral ceiling insulation air sealing thermal bridging HVAC stratification two story great room Google ↗
Florida residential energy code roof insulation air leakage HVAC duct design vaulted ceiling ACCA Manual J Manual D Google ↗
- Manual D® Residential Duct Design · acca.org
- CHAPTER 16 DUCT SYSTEMS · codes.iccsafe.org
- BA-1511: Field Testing of an Unvented Roof with Fibrous Insulation, Tiles, and Vapor Diffusion Venting · buildingscience.com
- BA-1006: Building America Special Research Project—High-R Roofs Case Study Analysis · buildingscience.com
- BUILDING TECHNOLOGIES PROGRAM · energy.gov
- Manual J® Residential Load Calculation · acca.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
building science vaulted cathedral ceiling insulation air sealing thermal bridging HVAC stratification two story great room OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Florida residential energy code roof insulation air leakage HVAC duct design vaulted ceiling ACCA Manual J Manual D OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |