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Experiment Protocol & Ablation Planner

A fill-in protocol covering datasets, metrics, fair baselines, tuning budgets, seeds, statistical tests, ablations, compute, and reproducibility, with a deviations log for changes made along the way.

What's inside

  • Hypotheses, datasets, leakage checks, and metric choice
  • Baseline fairness rules and a tuning-budget protocol
  • Seed and variance policy, and statistical-test planning guidance
  • An ablation matrix and a compute-budget table
  • A reproducibility checklist and a deviations log