I need to protect my rare first edition books from extreme summer heat starting today and want to know how air circulation affects paper preservation in small rooms
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to protect my rare first edition books from extreme summer heat starting today and want to know how air circulation affects paper preservation in small rooms
3 real searches · 1 real-search pass
NEDCC temperature relative humidity paper collections air circulation mold small rooms preservationGoogle ↗
OBSERVEDReason
Library of Congress caring for books temperature humidity air circulation mold storageGoogle ↗
OBSERVEDReason
Canadian Conservation Institute books paper collections temperature relative humidity air circulationGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
NEDCC temperature relative humidity paper collections air circulation mold small rooms preservation Google ↗
Library of Congress caring for books temperature humidity air circulation mold storage Google ↗
Canadian Conservation Institute books paper collections temperature relative humidity air circulation Google ↗
- Caring for paper objects - Preventive conservation guidelines for collections · canada.ca
- Storing Works on Paper – Canadian Conservation Institute (CCI) Notes 11/2 · canada.ca
- Storing Your Books - Preserving Your Books · guides.loc.gov
- 3.8 Emergency Salvage of Moldy Books and Paper · nedcc.org
- How do I preserve my books? · ask.loc.gov
- Books - FAQ · loc.gov
- Dealing with Mold · archives.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NEDCC temperature relative humidity paper collections air circulation mold small rooms preservation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Library of Congress caring for books temperature humidity air circulation mold storage OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Canadian Conservation Institute books paper collections temperature relative humidity air circulation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |