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FYI you can get dewey decimals programmatically by hacking the OCLC API: http://classify.oclc.org/classify2/api_docs/classify.html

this says you need an API key but I think I found some way to call this without one… You might be able to improve classification by either incorporating the dewey decimals of the books mentioned on a podcast or fine-tuning a model based on known book titles (or maybe there are book summaries somewhere) to known dewey decimals from OCLC.



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