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Realistic campaign: 40 candidates, 8 per batch, 37% failure rate, $100k budget. Calibrated against A-Lab (Nature 2023), perovskite BO (Nature 2026), and Christensen et al. (Commun. Chem. 2021). Data designed to trigger proxy gaming and diversity collapse signals. README documents column definitions, units, realism comparison, and simplifications vs real SDL campaigns.
Pre-generated report showing the full 5-iteration perovskite campaign: 142 events, proxy gaming and diversity collapse signals, trajectory charts.
…ual diagrams Visual walkthrough of how proxy gaming divergence happens, three correction strategies, counterfactual replay mechanics, and product direction for matledger's evolution toward advisory capabilities.
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