{"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":25,"filters_applied":{"flagged_only":false,"max_score":null,"min_score":null,"node_class":"community"},"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 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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":null,"block_reports":1056,"clear_reports":0,"comparable_rows":0,"confidence":0.0,"detail_url":"/v1/atlas/probe-integrity/cp-e9nk7mzo","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.35,"is_volume_outlier":false,"node_class":"community","node_id":"cp-e9nk7mzo","total_rows":1056,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 32 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":null,"block_reports":999,"clear_reports":0,"comparable_rows":0,"confidence":0.0,"detail_url":"/v1/atlas/probe-integrity/cp-0vo0wnu3","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.35,"is_volume_outlier":false,"node_class":"community","node_id":"cp-0vo0wnu3","total_rows":999,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 9 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9323,"block_reports":1058,"clear_reports":0,"comparable_rows":1058,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-3e6ixxgs","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.7823,"is_volume_outlier":false,"node_class":"community","node_id":"cp-3e6ixxgs","total_rows":1058,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 16 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9378,"block_reports":996,"clear_reports":0,"comparable_rows":996,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-8bxepqg4","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.7878,"is_volume_outlier":false,"node_class":"community","node_id":"cp-8bxepqg4","total_rows":996,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 14 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9403,"block_reports":990,"clear_reports":0,"comparable_rows":990,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-zjwzrzcl","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.7903,"is_volume_outlier":false,"node_class":"community","node_id":"cp-zjwzrzcl","total_rows":990,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 15 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9519,"block_reports":1594,"clear_reports":0,"comparable_rows":1594,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-e8t6uxkw","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8019,"is_volume_outlier":false,"node_class":"community","node_id":"cp-e8t6uxkw","total_rows":1594,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 21 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9549,"block_reports":1081,"clear_reports":0,"comparable_rows":1081,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-n9jr8r0b","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8049,"is_volume_outlier":false,"node_class":"community","node_id":"cp-n9jr8r0b","total_rows":1081,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 17 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9687,"block_reports":1447,"clear_reports":0,"comparable_rows":1447,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-dnclqd4t","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8187,"is_volume_outlier":false,"node_class":"community","node_id":"cp-dnclqd4t","total_rows":1447,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 25 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9693,"block_reports":2576,"clear_reports":0,"comparable_rows":2576,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-31hqjkpn","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8193,"is_volume_outlier":false,"node_class":"community","node_id":"cp-31hqjkpn","total_rows":2576,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 41 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9719,"block_reports":1423,"clear_reports":0,"comparable_rows":1423,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-to10nagm","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8219,"is_volume_outlier":false,"node_class":"community","node_id":"cp-to10nagm","total_rows":1423,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 21 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9725,"block_reports":1423,"clear_reports":0,"comparable_rows":1423,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-diooodqc","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8225,"is_volume_outlier":false,"node_class":"community","node_id":"cp-diooodqc","total_rows":1423,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 21 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9734,"block_reports":1424,"clear_reports":0,"comparable_rows":1424,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-wge5hvos","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8234,"is_volume_outlier":false,"node_class":"community","node_id":"cp-wge5hvos","total_rows":1424,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution 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is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":0.9825,"block_reports":2534,"clear_reports":0,"comparable_rows":2534,"confidence":1.0,"detail_url":"/v1/atlas/probe-integrity/cp-z183vehb","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.8325,"is_volume_outlier":false,"node_class":"community","node_id":"cp-z183vehb","total_rows":2534,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 25 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":1.0,"block_reports":29,"clear_reports":0,"comparable_rows":23,"confidence":0.7667,"detail_url":"/v1/atlas/probe-integrity/cp-w71mm2xo","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":0.85,"is_volume_outlier":false,"node_class":"community","node_id":"cp-w71mm2xo","total_rows":29,"verdict_distribution":"only_blocks","watch_notes":["uniform verdict distribution (only_blocks) across 6 targets, but consensus agreement is acceptable \u2014 score docked, not flagged"]},{"agreement_rate":1.0,"block_reports":8,"clear_reports":0,"comparable_rows":8,"confidence":0.2667,"detail_url":"/v1/atlas/probe-integrity/cp-7bh3td74","flag_confidence":null,"flag_reasons":[],"flagged":false,"integrity_score":1.0,"is_volume_outlier":false,"node_class":"community","node_id":"cp-7bh3td74","total_rows":8,"verdict_distribution":"only_blocks","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}