{"attribution":[{"p_follow_3d":0.216,"pair_coevents_365d":72,"same_auth_cluster":false,"same_region":false,"trigger":"SG","trigger_date":"2026-09-09T20:52:00"},{"p_follow_3d":0.1168,"pair_coevents_365d":43,"same_auth_cluster":false,"same_region":false,"trigger":"CN","trigger_date":"2026-09-10T00:00:00"},{"p_follow_3d":0.116,"pair_coevents_365d":171,"same_auth_cluster":false,"same_region":false,"trigger":"EG","trigger_date":"2026-09-10T00:00:00"},{"p_follow_3d":0.1106,"pair_coevents_365d":133,"same_auth_cluster":false,"same_region":false,"trigger":"BY","trigger_date":"2026-09-10T00:00:00"},{"p_follow_3d":0.1072,"pair_coevents_365d":158,"same_auth_cluster":false,"same_region":false,"trigger":"IR","trigger_date":"2026-09-10T00:00:00"},{"p_follow_3d":0.099,"pair_coevents_365d":82,"same_auth_cluster":false,"same_region":true,"trigger":"BD","trigger_date":"2026-09-09T13:10:00"},{"p_follow_3d":0.0929,"pair_coevents_365d":192,"same_auth_cluster":false,"same_region":false,"trigger":"RU","trigger_date":"2026-09-10T00:00:00"},{"p_follow_3d":0.0847,"pair_coevents_365d":183,"same_auth_cluster":false,"same_region":true,"trigger":"PK","trigger_date":"2026-09-10T00:00:00"},{"p_follow_3d":0.0796,"pair_coevents_365d":147,"same_auth_cluster":false,"same_region":false,"trigger":"MM","trigger_date":"2026-09-10T00:00:00"},{"p_follow_3d":0.0759,"pair_coevents_365d":135,"same_auth_cluster":false,"same_region":false,"trigger":"VE","trigger_date":"2026-09-10T00:00:00"}],"base_prior_3d":0.1982,"base_rate_daily":0.06606,"country":"IN","follower_events_30d":10,"generated_at":"2026-09-11T12:17:07.513612+00:00","honest_caveats":["Inherits contagion-chain v1 model uncertainty (primary horizon AUC ~0.67).","24-48h is a TIGHT window. Most observed contagion patterns are 3-7d. This endpoint uses the shortest supported horizon (3d) as the closest proxy.","A country on the watchlist does NOT mean it WILL block. The score is a relative ranking; absolute calibration of the underlying pairwise classifier is moderate (Brier ~0.14 at 3d).","Trigger attribution is probabilistic (per-pair model output), not causal. Two countries spiking around the same time can also reflect shared upstream outages, regional politics, or coincidence.","Noisy-OR aggregation assumes triggers act independently \u2014 this overestimates risk when multiple triggers share an underlying driver.","Base-rate adjustment subtracts (base_daily * horizon) to discount countries that block every day anyway. This is a heuristic, not a matched counterfactual.","With zero active triggers in the last 48h, watchlist is empty by design."],"horizon_days":3,"n_active_triggers":10,"noisy_or":0.6907,"rank":18,"score":0.4926,"status":"on_watchlist","trigger_window_hours":48,"underlying_model":{"name":"contagion-chain-v1 (pairwise XGBoost)","primary_horizon_auc_h7":0.6696949571962517,"sidecar":"/opt/voidly-ai/ml-deploy/contagion_chain_v1.json"}}