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Write JOSS paper#284

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williambdean wants to merge 32 commits intomainfrom
paper
Open

Write JOSS paper#284
williambdean wants to merge 32 commits intomainfrom
paper

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codecov Bot commented Jan 6, 2026

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 94.02%. Comparing base (37a02e4) to head (dcde539).

Additional details and impacted files
@@           Coverage Diff           @@
##             main     #284   +/-   ##
=======================================
  Coverage   94.02%   94.02%           
=======================================
  Files          10       10           
  Lines        1323     1323           
=======================================
  Hits         1244     1244           
  Misses         79       79           

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…-marimo issues are resolved

Disables the interactive explorer embed in docs/explorer.md and adds
unavailability notices to docs/index.md and README.md, pointing to
tracking issue #324.

Upstream bugs:
- marimo-team/mkdocs-marimo#30 (spinner)
- marimo-team/mkdocs-marimo#45 (sliders)

Related: #306 (JOSS review)
- Expand MCMC acronym on first use (Markov chain Monte Carlo)
- Wrap scipy.stats in backticks in all prose occurrences
- Expand PDF acronym on first use (probability density function)
- Fix section heading *Scipy Integration* -> *SciPy Integration*
- Add blank line before bullet list in Paper Authoring section
- Capitalize numpy->NumPy, polars->Polars, scipy->SciPy throughout prose
- Replace @misc{polars2024} with @software entry using Zenodo concept DOI
- Add BibTeX braces to ArviZ title to preserve capitalization of Bayesian/Python
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