{"consistency":{"monotonic":true,"violations":[]},"country":"MY","country_name":"Malaysia","covered":true,"generated_at":"2026-08-22T02:07:40.306264","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":0.0571,"lower":0.1781,"upper":0.2923},"horizon":"1d","horizon_days":1,"probability":0.2352,"top_features":[{"feature":"week_of_year","shap_value":-0.7487817406654358},{"feature":"block_rate_roll30_mean","shap_value":-0.10805542767047882},{"feature":"risk_tier","shap_value":0.08480964601039886},{"feature":"block_rate_lag2","shap_value":0.0846017524600029},{"feature":"block_rate_roll14_mean","shap_value":0.07967492192983627}]},"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":-0.5178418159484863},{"feature":"critical_incident_7d","shap_value":0.4850233197212219},{"feature":"gdelt_unrest_30d","shap_value":0.3241356611251831},{"feature":"risk_tier","shap_value":0.14707544445991516},{"feature":"block_rate_roll14_mean","shap_value":0.14516721665859222}]},"7d":{"conformal_90":{"halfwidth":0.1707,"lower":0.4809,"upper":0.8224},"horizon":"7d","horizon_days":7,"probability":0.6516,"top_features":[{"feature":"week_of_year","shap_value":-0.6655445694923401},{"feature":"block_rate_roll7_mean","shap_value":0.4084373116493225},{"feature":"month","shap_value":-0.2141219675540924},{"feature":"blocked_count_roll7_mean","shap_value":0.16286508738994598},{"feature":"block_rate_roll7_std","shap_value":-0.12173225730657578}]}},"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."}}