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