{"consistency":{"monotonic":true,"violations":[]},"country":"VN","country_name":"Vietnam","covered":true,"generated_at":"2026-07-07T20:53:05.479584","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).","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":0.1194,"lower":0.0317,"upper":0.2705},"horizon":"1d","horizon_days":1,"probability":0.1511,"top_features":[{"feature":"week_of_year","shap_value":-1.1507490873336792},{"feature":"block_rate_roll7_mean","shap_value":-0.17033658921718597},{"feature":"block_rate_roll14_mean","shap_value":0.16292810440063477},{"feature":"risk_tier","shap_value":-0.15851052105426788},{"feature":"day_of_week","shap_value":-0.15581239759922028}]},"30d":{"conformal_90":{"halfwidth":0.4667,"lower":0.4854,"upper":1},"horizon":"30d","horizon_days":30,"probability":0.9521,"top_features":[{"feature":"block_rate_roll14_mean","shap_value":0.5643144249916077},{"feature":"week_of_year","shap_value":-0.4619113504886627},{"feature":"risk_tier","shap_value":-0.25043806433677673},{"feature":"block_rate_lag1","shap_value":0.22290819883346558},{"feature":"critical_incident_7d","shap_value":0.1879216879606247}]},"7d":{"conformal_90":{"halfwidth":0.25,"lower":0.3384,"upper":0.8384},"horizon":"7d","horizon_days":7,"probability":0.5884,"top_features":[{"feature":"week_of_year","shap_value":-0.8565369248390198},{"feature":"block_rate_roll7_mean","shap_value":0.48711976408958435},{"feature":"blocked_count_roll7_mean","shap_value":0.16412310302257538},{"feature":"month","shap_value":-0.1579725742340088},{"feature":"block_rate_roll30_mean","shap_value":0.09035345911979675}]}},"model_version":"multi-horizon-h-v1","_voidly_pay":{"claim_did":"https://voidly.ai/pay/claim","for_builders":"https://voidly.ai/pay/for-builders","marketplace":"https://api.voidly.ai/v1/pay/marketplace","live_demo":"https://huggingface.co/spaces/emperor-mew/voidly-pay","universal_proxy":{"url":"https://api.voidly.ai/v1/pay/proxy","example":"https://api.voidly.ai/v1/pay/proxy?u=<https-url>&to=did:voidly:<your-did>&price=0.01","page":"https://voidly.ai/pay/proxy","note":"Paywall any public HTTPS URL with one query param. No SDK install required."},"install":{"typescript":"npm install @voidly/pay","python":"pip install voidly-pay","langchain":"pip install voidly-pay-langchain","vercel_ai":"npm install @voidly/pay-vercel-ai","mcp":"npx @voidly/pay-mcp","cli":"npm install -g @voidly/pay-cli"},"note":"Voidly Pay is the open agent-to-agent payment rail. Claim a DID + 10 starter credits in 60s, or paywall any URL via the universal proxy with one query param."}}