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  • Research Intelligence
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  • Meta-Analysis
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  • Insights

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  • 3D Laboratory
  • Model Catalog
  • Parameter Sweep
  • Predictions
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MESSAI · Microbial Electrochemical Systems AI · © 2026

Every number on this site traces to a source file — /proof

Corpus meta-analysis

Meta-analysis explorer

Pooled Bayesian priors, distributions, and calibration across the MES corpus — slice by parameter and system class.

Pooled prior — by system class

PyMC hierarchical prior, μ with 95% CI per system class

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Empirical distribution

corpus percentile spread

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Calibration / coverage

out-of-sample 95% CI coverage · v2 trust

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Effects & cross-system transfer

within-paper β (slope) and transfer between system classes

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