What is the consensus among roofing engineers regarding the thermal bridging and condensation issues under metal roofs versus vented asphalt roof assemblies?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the consensus among roofing engineers regarding the thermal bridging and condensation issues under metal roofs versus vented asphalt roof assemblies?
3 real searches · 1 real-search pass
building science metal roof condensation thermal bridging clips fasteners vented roof assembly asphalt shingles comparisonGoogle ↗
OBSERVED
Building America roof condensation control vented attic metal roofing thermal bridging standing seam clipsGoogle ↗
OBSERVED
BSD-102 understanding attic ventilation condensation roof sheathing vented unvented roof assemblies metal roofingGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
building science metal roof condensation thermal bridging clips fasteners vented roof assembly asphalt shingles comparison Google ↗
Building America roof condensation control vented attic metal roofing thermal bridging standing seam clips Google ↗
BSD-102 understanding attic ventilation condensation roof sheathing vented unvented roof assemblies metal roofing Google ↗
- Metal Roofs · basc.pnnl.gov
- Condensation Control in Attics and Roofs in Cold Weather · basc.pnnl.gov
- Vented versus Unvented Attic · basc.pnnl.gov
- BSD-102: Understanding Attic Ventilation · buildingscience.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
building science metal roof condensation thermal bridging clips fasteners vented roof assembly asphalt shingles comparison OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Building America roof condensation control vented attic metal roofing thermal bridging standing seam clips OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
BSD-102 understanding attic ventilation condensation roof sheathing vented unvented roof assemblies metal roofing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |