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March 17, 20260 citationsOpen Access

From Chat Corpus to Working State: Machine-Readable Methods for Transcript-First Research

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PBPeter Bell

Key Points

  • The research aims to enhance the accessibility and utility of transcripts in research outputs.
  • Utilized transcript-bearing research objects
  • Developed machine-readable formats
  • Conducted series evolutions in output presentation
  • Demonstrated improved accessibility of research papers
  • Facilitated easier analysis of transcripts
  • Showed increased engagement with research materials

Abstract

This release is part of an evolving Reflexive Laboratory working-paper series in which papers are published as transcript-bearing research objects rather than as PDF-only outputs.

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Cite This Study

Peter Bell (2026) studied this question.

synapsesocial.com/papers/69b8f12fdeb47d591b8c6283https://doi.org/10.5281/zenodo.19020479
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