Can I use Python to automate my literature review search and PDF downloading process without getting blocked by university paywalls
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can I use Python to automate my literature review search and PDF downloading process without getting blocked by university paywalls
3 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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
OpenAlex API documentation works authors sources search scholarly works API Google ↗
Unpaywall API documentation oa location PDF URL Google ↗
PubMed Central OA Web Service API documentation Europe PMC REST full text PDF Google ↗
- PMC OAI-PMH API · pmc.ncbi.nlm.nih.gov
- For Developers · pmc.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
OpenAlex API documentation works authors sources search scholarly works API OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Unpaywall API documentation oa location PDF URL OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
PubMed Central OA Web Service API documentation Europe PMC REST full text PDF OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |