Inference Result Schemas

geolift_results.json

Schema 1.0 contains the primary unscaled result:

Field Contract
status ok, partial, or failed.
estimand att_unscaled.
att Average post-period treated-minus-counterfactual effect in outcome units.
p_value Two-sided in-space placebo p-value for the average effect.
p_value_method in_space_placebo.
n_placebos, max_n_placebos, possible_placebos, p_value_placebo_mode, placebo_seed, p_value_granularity Finite reference-set metadata.
ci_lower, ci_upper, ci, ci_source Unscaled SparseSC placebo interval or explicit unavailability.
se / se_available No estimator-provided standard error is claimed.
se_approx_from_ci Optional normal approximation from interval width; not a sampling SE.
significance_available, significant Detection availability and p_value < alpha flag.
analysis_window Launch, cooldown, and measurement metadata.
assumption_status, assumption_required, assumption_checks_completed Gate summary.
warnings, errors, caveats Interpretation controls.

geolift_diagnostics.json

Contains pre-period RMS effect and p-value, scaled post-effect diagnostics, period effects, fitted donor-weight summaries, synthetic-control availability, assumption state, analysis window, and warnings/errors. Scaled effects are not interchangeable with the unscaled top-level ATT and interval.

Validation artefacts

data_validation.json records file and model panel construction. assumption_validation.json schema 1.1 records gate-eligible parallel-trends status plus an advisory interference screen with signal, no_signal, or indeterminate status.