{"consistency":{"monotonic":true,"violations":[]},"country":"CD","country_name":"DR Congo","covered":true,"generated_at":"2026-07-14T02:30:19.879279","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":0.0968,"lower":0.0543,"upper":0.2478},"horizon":"1d","horizon_days":1,"probability":0.1511,"top_features":[{"feature":"week_of_year","shap_value":-0.5508925914764404},{"feature":"day_of_week","shap_value":-0.2928932011127472},{"feature":"month","shap_value":-0.16890683770179749},{"feature":"incident_count_7d","shap_value":-0.13079924881458282},{"feature":"recent_shutdown","shap_value":0.06989888846874237}]},"30d":{"conformal_90":{"halfwidth":0.5,"lower":0.4521,"upper":1},"horizon":"30d","horizon_days":30,"probability":0.9521,"top_features":[{"feature":"critical_incident_7d","shap_value":0.6369561553001404},{"feature":"risk_tier","shap_value":0.33982571959495544},{"feature":"week_of_year","shap_value":-0.21778972446918488},{"feature":"recent_shutdown","shap_value":-0.12654098868370056},{"feature":"gdelt_unrest_30d","shap_value":-0.057966478168964386}]},"7d":{"conformal_90":{"halfwidth":0.1875,"lower":0.4009,"upper":0.7759},"horizon":"7d","horizon_days":7,"probability":0.5884,"top_features":[{"feature":"recent_shutdown","shap_value":0.3685219883918762},{"feature":"risk_tier","shap_value":0.1676802635192871},{"feature":"week_of_year","shap_value":0.15804849565029144},{"feature":"month","shap_value":-0.10839325934648514},{"feature":"incident_count_7d","shap_value":-0.0653078630566597}]}},"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."}}