{"auto_disables_probes":false,"caveats":["A low-agreement node may be CORRECT. A probe in a region with genuinely different blocking than the consensus pool will 'disagree' while being right. This detector FLAGS for human review \u2014 it never auto-bans or disables a probe.","Consensus itself can be wrong. If most probes and sources cluster in one region (they do \u2014 heavy datacenter / Global-North skew), the majority verdict reflects that region and an honest probe elsewhere is penalized.","Tier-2 and Tier-3 consensus are PROXIES. Different-day and country-base-rate comparisons are weaker than same-cell agreement; the tier weights down-rank them but cannot make them rigorous.","New / low-volume nodes have little history. A flag with confidence < 0.4 means 'not enough evidence to judge' \u2014 watch the node, do not act on it.","The probe_node_id column is sparsely populated. Most evidence rows carry no probe attribution; those rows still feed the consensus POOL but cannot be scored as a probe. Coverage grows as attribution improves.","Degenerate verdict distribution is a WEAK signal in the current data: internal probes were seeded on a low-censorship datacenter domain list (mostly CLEAR) and community probes on known-blocked domains (mostly BLOCK). It nudges the integrity score by 0.15 but agreement_rate is the load-bearing metric."],"count":11,"filters_applied":{"flagged_only":true,"max_score":null,"min_score":null,"node_class":null},"generated_at":"2026-10-04T06:15:02.252320+00:00","integrity_score_formula":"clamp01(agreement_rate - 0.15*is_degenerate - 0.15*is_volume_outlier); agreement_rate defaults to 0.5 (neutral) when a node has no comparable rows","is_advisory_only":true,"method":"Per-probe-node consensus comparison. Each probe row's binary verdict (block/clear) is compared to the majority verdict of every OTHER probe and source testing the same target, via a three-tier consensus fallback (same domain+country+day > same domain+country > country base rate). agreement_rate is the tier-weighted mean match. Nodes are also checked for degenerate verdict distributions (only-blocks / only-clears) and reporting-volume outliers vs same-class peers.","nodes":[{"agreement_rate":0.0,"block_reports":2573,"clear_reports":0,"comparable_rows":2573,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-yrp1sb0l","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.00 < floor 0.7 (2573 comparable rows)","degenerate verdict distribution (only_blocks) across 43 distinct targets \u2014 corroborates the agreement signal"],"flagged":true,"integrity_score":0.0,"is_volume_outlier":false,"node_class":"community","node_id":"cp-yrp1sb0l","total_rows":2573,"verdict_distribution":"only_blocks","watch_notes":[]},{"agreement_rate":0.0,"block_reports":7,"clear_reports":0,"comparable_rows":7,"confidence":0.2333,"detail_url":"/v1/atlas/probe-integrity/cp-bdiviyuw","flag_confidence":"low \u2014 investigate, do not act (7 comparable rows, confidence 0.23)","flag_reasons":["agreement_rate 0.00 < floor 0.7 (7 comparable rows)","degenerate verdict distribution (only_blocks) across 6 distinct targets \u2014 corroborates the agreement signal"],"flagged":true,"integrity_score":0.0,"is_volume_outlier":false,"node_class":"community","node_id":"cp-bdiviyuw","total_rows":7,"verdict_distribution":"only_blocks","watch_notes":[]},{"agreement_rate":0.2609,"block_reports":20,"clear_reports":0,"comparable_rows":20,"confidence":0.6667,"detail_url":"/v1/atlas/probe-integrity/cp-c7k8er7x","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.26 < floor 0.7 (20 comparable rows)","degenerate verdict distribution (only_blocks) across 20 distinct targets \u2014 corroborates the agreement signal"],"flagged":true,"integrity_score":0.1109,"is_volume_outlier":false,"node_class":"community","node_id":"cp-c7k8er7x","total_rows":20,"verdict_distribution":"only_blocks","watch_notes":[]},{"agreement_rate":0.617,"block_reports":21,"clear_reports":0,"comparable_rows":21,"confidence":0.7,"detail_url":"/v1/atlas/probe-integrity/cp-tlkb99p3","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.62 < floor 0.7 (21 comparable rows)","degenerate verdict distribution (only_blocks) across 13 distinct targets \u2014 corroborates the agreement signal"],"flagged":true,"integrity_score":0.467,"is_volume_outlier":false,"node_class":"community","node_id":"cp-tlkb99p3","total_rows":21,"verdict_distribution":"only_blocks","watch_notes":[]},{"agreement_rate":0.65,"block_reports":27,"clear_reports":0,"comparable_rows":27,"confidence":0.9,"detail_url":"/v1/atlas/probe-integrity/cp-04giug7m","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.65 < floor 0.7 (27 comparable rows)","degenerate verdict distribution (only_blocks) across 15 distinct targets \u2014 corroborates the agreement signal"],"flagged":true,"integrity_score":0.5,"is_volume_outlier":false,"node_class":"community","node_id":"cp-04giug7m","total_rows":27,"verdict_distribution":"only_blocks","watch_notes":[]},{"agreement_rate":0.5186,"block_reports":3816,"clear_reports":4111,"comparable_rows":7927,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/mad","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.52 < floor 0.7 (7927 comparable rows)"],"flagged":true,"integrity_score":0.5186,"is_volume_outlier":false,"node_class":"internal","node_id":"mad","total_rows":7927,"verdict_distribution":"mixed","watch_notes":[]},{"agreement_rate":0.5478,"block_reports":6273,"clear_reports":7598,"comparable_rows":13871,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/sel","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.55 < floor 0.7 (13871 comparable rows)"],"flagged":true,"integrity_score":0.5478,"is_volume_outlier":false,"node_class":"internal","node_id":"sel","total_rows":13871,"verdict_distribution":"mixed","watch_notes":[]},{"agreement_rate":0.7438,"block_reports":1660,"clear_reports":0,"comparable_rows":1660,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-hfgulzl2","flag_confidence":"actionable for human review","flag_reasons":["degenerate verdict distribution (only_blocks) across 93 distinct targets \u2014 corroborates the agreement signal"],"flagged":true,"integrity_score":0.5938,"is_volume_outlier":false,"node_class":"community","node_id":"cp-hfgulzl2","total_rows":1660,"verdict_distribution":"only_blocks","watch_notes":[]},{"agreement_rate":0.7883,"block_reports":1555,"clear_reports":0,"comparable_rows":1555,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-ryoaovuv","flag_confidence":"actionable for human review","flag_reasons":["degenerate verdict distribution (only_blocks) across 25 distinct targets \u2014 corroborates the agreement signal"],"flagged":true,"integrity_score":0.6383,"is_volume_outlier":false,"node_class":"community","node_id":"cp-ryoaovuv","total_rows":1555,"verdict_distribution":"only_blocks","watch_notes":[]},{"agreement_rate":0.6623,"block_reports":3009,"clear_reports":5902,"comparable_rows":8911,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/mex","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.66 < floor 0.7 (8911 comparable rows)"],"flagged":true,"integrity_score":0.6623,"is_volume_outlier":false,"node_class":"internal","node_id":"mex","total_rows":8911,"verdict_distribution":"mixed","watch_notes":[]},{"agreement_rate":0.6902,"block_reports":3773,"clear_reports":4864,"comparable_rows":8637,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/ams","flag_confidence":"actionable for human review","flag_reasons":["agreement_rate 0.69 < floor 0.7 (8637 comparable rows)"],"flagged":true,"integrity_score":0.6902,"is_volume_outlier":false,"node_class":"internal","node_id":"ams","total_rows":8637,"verdict_distribution":"mixed","watch_notes":[]}],"schema":"voidly-atlas-probe-integrity/v1","totals":{"evidence_rows_scanned":239436,"mean_agreement_rate_scored_nodes":0.8118,"node_class_block_report_median":{"community":1423,"internal":4347},"nodes_flagged":11,"nodes_flagged_low_confidence":1,"probe_attributed_rows":171519,"probe_nodes_scored":40,"rows_without_resolvable_verdict":53150,"upstream_consensus_rows":14767},"window_days":30}