{"affectedAsns":[],"affectedDomains":[],"affectedServices":[],"anomalyRate":0.4369047619047619,"classifier_shap":{"above_threshold":true,"base_value_log_odds":0.2462,"computed_at":"2026-05-21T14:54:15.491162Z","detail_url":"/v1/atlas/incidents/5bc9269dc1d7/shap","feature_date":"2026-05-16","honest_caveat":"SHAP values explain MODEL behavior, not ground truth. v3.3 LOCO mean F1 0.71, median 0.87.","model_version":"v3.3","predicted_prob":0.8665,"threshold_used":0.5473,"top_features":[{"contribution_pct":46.72,"direction":"increases_risk","name":"anomaly_rate","shap":2.0934,"value":0},{"contribution_pct":19.05,"direction":"increases_risk","name":"measurement_count","shap":0.8538,"value":7},{"contribution_pct":9.48,"direction":"decreases_risk","name":"neighbor_block_rate_7d","shap":-0.425,"value":0.4068},{"contribution_pct":8.04,"direction":"decreases_risk","name":"day_of_week","shap":-0.3603,"value":5},{"contribution_pct":4.75,"direction":"decreases_risk","name":"month","shap":-0.2127,"value":5}],"total_shap_log_odds":1.6239},"confidence":0.67,"corroboration":{"description":"Single source: ioda","evidenceCount":2,"level":"low","score":0.6,"sourceCount":1,"sources":["ioda"]},"country":"AM","countryName":"Armenia","createdAt":"2026-05-16T18:00:06.508606","description":"IODA detected significant connectivity drop in Armenia. 2 critical alerts recorded.","duration":null,"durationHours":null,"endTime":null,"evidence":[{"confidence":0.75,"id":82627168,"kind":"alert","linkConfidence":0.8,"linkReason":"Same country and date, critical level IODA alert","observedAt":"2026-05-16T13:30:00Z","retrievedAt":"2026-05-16T18:00:04.753167","signalLevel":"critical","signalType":"outage","signalValue":0.4928571428571429,"source":"ioda","sourceRef":"ioda:alert:ping-slash24:region:143:1778938200","sourceUrl":"https://ioda.inetintel.cc.gatech.edu/country/AM","upstreamClaim":"IODA detected critical level outage for Kotayk"},{"confidence":0.75,"id":82627169,"kind":"alert","linkConfidence":0.8,"linkReason":"Same country and date, critical level IODA alert","observedAt":"2026-05-16T13:30:00Z","retrievedAt":"2026-05-16T18:00:04.753167","signalLevel":"critical","signalType":"outage","signalValue":0.38095238095238093,"source":"ioda","sourceRef":"ioda:alert:ping-slash24:region:137:1778938200","sourceUrl":"https://ioda.inetintel.cc.gatech.edu/country/AM","upstreamClaim":"IODA detected critical level outage for Aragatsotn"}],"flag":"🇦🇲","generated_at_utc":"2026-05-21T15:14:47.103729Z","hashId":"5bc9269dc1d7","id":"AM-2026-0025","incidentType":"disruption","measurementCount":2,"mechanism":null,"readableId":"AM-2026-0025","reportUrl":"https://api.voidly.ai/data/incidents/5bc9269dc1d7/report?format=markdown","revision":1,"severity":"critical","severityGrade":"B","sources":["ioda"],"startTime":"2026-05-16T13:30:00Z","status":"active","title":"Internet connectivity disruption in Armenia","updatedAt":"2026-05-16T18:00:06.508606","_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."}}