{"consistency":{"monotonic":true,"violations":[]},"country":"PK","country_name":"Pakistan","covered":true,"generated_at":"2026-10-04T12:37:27.144055","honest_caveat":{"auc_caveat":"AUC (e.g. 1d ~0.91) OVERSTATES usefulness — per-horizon F1 is much lower (~0.45 at 1d) because shutdown-positive days are rare and the 7/30-day target is a sliding window that is highly autocorrelated day-to-day (a leakage-prone label).","conformal_caveat":"Conformal bands widen sharply at 30d (often ~[0.45, 1.0]) — the 30d point estimate is low-confidence.","correct_use":"Use for cross-country RISK RANKING within the watched panel, NOT precise within-country day-of-shutdown timing. Data-backed for covered countries only (see the 'covered' flag).","detects_change_not_state":"This forecast scores the ONSET of a new recorded incident, not how censored a country already is. A permanently and stably blocked network generates no new anomaly, so it scores LOW. Measured 2026-07-31: China 0.015 and India 0.023 both rank BELOW Denmark 0.062 — China is probed 30/30 days across 836 domains and has logged nothing for 71 days, while Denmark is probed 2/30 days. A low score here means 'no CHANGE expected', never 'this country is free'. For standing severity use /v1/atlas/score-v2 or the censorship index instead.","metrics_are":"Per-horizon AUC is leave-one-country-out on the SPOTLIGHT (watched) panel, NOT all 130 countries; see /v1/forecast/multi-horizon/info for the per-horizon F1."},"honest_horizons":["1d","30d","7d"],"horizons":{"1d":{"conformal_90":{"halfwidth":0.44,"lower":0,"upper":0.804},"horizon":"1d","horizon_days":1,"probability":0.364,"top_features":[{"feature":"week_of_year","shap_value":-0.760295569896698},{"feature":"day_of_week","shap_value":-0.49827298521995544},{"feature":"risk_tier","shap_value":0.17106443643569946},{"feature":"block_rate_roll7_std","shap_value":-0.11993490904569626},{"feature":"recent_shutdown","shap_value":-0.11158128082752228}]},"30d":{"conformal_90":{"halfwidth":0.5,"lower":0.4521,"upper":1},"horizon":"30d","horizon_days":30,"probability":0.9521,"top_features":[{"feature":"week_of_year","shap_value":-0.5703815817832947},{"feature":"gdelt_unrest_30d","shap_value":0.3268125355243683},{"feature":"block_rate_lag1","shap_value":0.2307198941707611},{"feature":"risk_tier","shap_value":0.17021748423576355},{"feature":"block_rate_roll14_mean","shap_value":0.14552059769630432}]},"7d":{"conformal_90":{"halfwidth":0.5,"lower":0.1792,"upper":1},"horizon":"7d","horizon_days":7,"probability":0.6792,"top_features":[{"feature":"block_rate_roll7_mean","shap_value":0.39957940578460693},{"feature":"week_of_year","shap_value":-0.3274678587913513},{"feature":"block_rate_roll7_std","shap_value":-0.2677054703235626},{"feature":"risk_tier","shap_value":0.231936976313591},{"feature":"block_rate_roll30_mean","shap_value":0.14358578622341156}]}},"model_version":"multi-horizon-h-v1"}