Compare the community engagement and curation quality of the Project Gutenberg Distributed Proofreaders project with modern crowdsourced transcription platforms.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the community engagement and curation quality of the Project Gutenberg Distributed Proofreaders project with modern crowdsourced transcription platforms.
4 real searches · 1 real-search pass
Project Gutenberg Distributed Proofreaders workflow community proofreading quality control forums statistics transcription platform comparison Smithsonian Transcription Center Zooniverse FromThePage Transkribus crowdsourced transcription community curationGoogle ↗
OBSERVEDReason
Distributed Proofreaders official rounds proofreading post-processing project management community forums quality standardsGoogle ↗
OBSERVEDOther / navigational
Smithsonian Transcription Center volunteer transcription review quality control officialGoogle ↗
OBSERVEDReason
FromThePage crowdsourced transcription platform review workflow community features officialGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Project Gutenberg Distributed Proofreaders workflow community proofreading quality control forums statistics transcription platform comparison Smithsonian Transcription Center Zooniverse FromThePage Transkribus crowdsourced transcription community curation Google ↗
Distributed Proofreaders official rounds proofreading post-processing project management community forums quality standards Google ↗
Smithsonian Transcription Center volunteer transcription review quality control official Google ↗
FromThePage crowdsourced transcription platform review workflow community features official Google ↗
- About Us · transcription.si.edu
- Workflows · help.zooniverse.org
- Getting Started · help.zooniverse.org
- FromThePage · fromthepage.com
- FromThePage · transcription.digitalscholarship.nl
- DP: Welcome · pgdp.net
- DP: Welcome · pgdp.net
- My 25 Years at Distributed Proofreaders · blog.pgdp.net
- How to Begin · transcription.si.edu
- Frequently Asked Questions · transcription.si.edu
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Project Gutenberg Distributed Proofreaders workflow community proofreading quality control forums statistics transcription platform comparison Smithsonian Transcription Center Zooniverse FromThePage Transkribus crowdsourced transcription community curation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Distributed Proofreaders official rounds proofreading post-processing project management community forums quality standards OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Smithsonian Transcription Center volunteer transcription review quality control official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FromThePage crowdsourced transcription platform review workflow community features official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |