{"consistency":{"monotonic":true,"violations":[]},"country":"SA","country_name":"Saudi Arabia","covered":true,"generated_at":"2026-08-19T19:30:44.017804","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":0.0816,"lower":0.2824,"upper":0.4456},"horizon":"1d","horizon_days":1,"probability":0.364,"top_features":[{"feature":"week_of_year","shap_value":-1.0368914604187012},{"feature":"block_rate_roll7_mean","shap_value":-0.22701871395111084},{"feature":"block_rate_roll14_mean","shap_value":0.2176743745803833},{"feature":"risk_tier","shap_value":-0.207039013504982},{"feature":"month","shap_value":-0.14326591789722443}]},"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":-0.7805006504058838},{"feature":"block_rate_roll14_mean","shap_value":0.5531226396560669},{"feature":"gdelt_unrest_30d","shap_value":0.33086156845092773},{"feature":"recent_shutdown","shap_value":-0.17248539626598358},{"feature":"risk_tier","shap_value":-0.12789206206798553}]},"7d":{"conformal_90":{"halfwidth":0.3846,"lower":0.2572,"upper":1},"horizon":"7d","horizon_days":7,"probability":0.6418,"top_features":[{"feature":"week_of_year","shap_value":-0.6271964907646179},{"feature":"block_rate_roll7_mean","shap_value":0.45186471939086914},{"feature":"month","shap_value":-0.2150239646434784},{"feature":"block_rate_roll14_mean","shap_value":0.20034247636795044},{"feature":"block_rate_roll30_mean","shap_value":0.15557913482189178}]}},"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."}}