Can you contrast the paper degradation rates in high humidity environments between mass market paperbacks and Smyth-sewn hardcover editions from major publishers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you contrast the paper degradation rates in high humidity environments between mass market paperbacks and Smyth-sewn hardcover editions from major publishers?
3 real searches · 1 real-search pass
paper conservation high relative humidity degradation acid hydrolysis mold books paper storage 65% RH preservationGoogle ↗
OBSERVEDReason
mass market paperback paper quality acidic paper vs hardcover book paper publisher binding Smyth sewn durabilityGoogle ↗
OBSERVEDComparison
bookbinding Smyth sewn binding durability paper conservation humidity degradation rate studyGoogle ↗
OBSERVEDReason
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). 2 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
paper conservation high relative humidity degradation acid hydrolysis mold books paper storage 65% RH preservation Google ↗
mass market paperback paper quality acidic paper vs hardcover book paper publisher binding Smyth sewn durability Google ↗
bookbinding Smyth sewn binding durability paper conservation humidity degradation rate study Google ↗
- Preservation Self-Assessment Program (PSAP) · psap.library.illinois.edu
- Preservation Self-Assessment Program (PSAP) · psap.library.illinois.edu
- Caring for paper objects - Preventive conservation guidelines for collections · canada.ca
- Environmental Control - Preventive Conservation - Yale University Library Research Guides at Yale University · guides.library.yale.edu
- The Deterioration and Preservation of Paper: Some Essential Facts - Collections Care · loc.gov
- The Deterioration and Preservation of Paper: Some Essential Facts - Collections Care · loc.gov
- Introduction - Preserving Your Books · guides.loc.gov
- Storing Your Books - Preserving Your Books · guides.loc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
paper conservation high relative humidity degradation acid hydrolysis mold books paper storage 65% RH preservation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
mass market paperback paper quality acidic paper vs hardcover book paper publisher binding Smyth sewn durability OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
bookbinding Smyth sewn binding durability paper conservation humidity degradation rate study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |