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Sealed weekly situation · trigger scheduled

What the censor is working hardest on

196 DDTI terms from 78 CDT observations. 9 of 9 fused layers present. 1 layer(s) elevated (content). GFI 22.0 (interval 9.3 to 43.7).

Generated 2026-10-18T00:40:47.162119+00:00. Seal 3382f17a8ba834c288f8d1fb66c7b4441a9d7fb59bb02ec9526298c336018179. Frozen template weekly-situation-v1. This is not a newspaper.

Ranked terms

Order is DDTI threat. Other layers only join. A blank join is a miss, not a negative.

TermDomainThreatGDELTWeiboLayers
punishmentOTHER0.7666unknownno joincontent, global-news
Culture & the ArtsOTHER0.7217containmentno joincontent, global-news
Great FirewallOTHER0.7188unknownno joincontent, global-news
VPNsOTHER0.7028unknownno joincontent, global-news
academicsOTHER0.7027unknownno joincontent, global-news
HarbinOTHER0.6707unknownno joincontent, global-news
Informed onOTHER0.6707unknownno joincontent, global-news
ethicsOTHER0.6707unknownno joincontent, global-news
informantsOTHER0.6707unknownno joincontent, global-news
moralityOTHER0.6707unknownno joincontent, global-news
researchOTHER0.6707unknownno joincontent, global-news
social decayOTHER0.6707unknownno joincontent, global-news

Social differential

contained-visible: 0. suppressed-invisible: 0.

CDT campaigns

Forecast scorecard

10 signals scored over 3288 one-step forecasts; 82% of readings fell inside the 80% band (well calibrated); adaptive bands beat the fixed-quantile baseline on 3 of 10

SignalWIS (lower better)CoverageBeats baselineMisses
censored_planet0.01810.765no12
data_darkness0.08440.762no15
ddti_threat0.13280.805no130
github_refuge0.44950.841yes33
ddti_novelty0.54440.919no54
bleedthrough_capacity0.71080.769yes3
ooni_gfw0.91930.795yes150
refusal_drift1.14120.786no15
gdelt_containment1.17270.805no72
tor_bridge_cn57.00740.795no93

Abstentions

Limits

Reproduce: python3 scripts/reproduce_all.py. Cite this file: cite a specific signal. Challenge a number: how to challenge.

Canonical JSON: readings/weekly-situation-latest.json.