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markkujorma

markkujorma

Oct 2026100
Subscriptions
4subs
Active Sub
Subscribed to 4 channels
Total Messages
1,928msgs
Regular
3,260 emotes used
Top Badge+1
Model Citizen
Model Citizen
HEALTHY
Pristine Chat StandingView
Channels Texted
8streams
Active Hopper
Top: @dioninsanity (1,110 msgs)

Trust Factor Engine

0-100 Mathematical Model•80% Confidence
🛡️Model CitizenCommunity Pillar
Authoritative Trust Score
100/ 100
0 (High Risk / Bot)Trusted Baseline: 70100 (Community Pillar)
5-Pillar Point DeltaBaseline 70 pts (Score: 70 + Deltas)
Organic EngagementAuthentic chat & emote volume vs bot commands
+10 pts
Typing CadenceHuman timing entropy, cadence variance, vocabulary
+12 pts
Channel LoyaltySubscribed streams, VIP standing, active presence
+10 pts
Account AuthenticityAvatar, bio & verification (burner alt detection)
0 pts
Moderation StandingDecayed sanctions buffered by clean channel ratio
+3 pts
Penalty (-pts)0 BaselineBonus (+pts)
Dynamic Multi-Pillar EngineLive & Verified

Behavioral Biometrics

Cadence & Chat Analysis
Organic Human
Automation & Bot Probability
0%risk
0% (Organic Human)50% (Suspect)100% (Confirmed Bot)
Timing Cadence
60.7sNatural timing interval
Lexical Variety
47%Diverse conversation
Total Chat Volume
1,928Across tracked streams
Channel Hubs
4Subscribed channels
Entropy SignatureHuman Verified

Active Channels

Engagement Footprint
#1
di
dioninsanity
1,110 msgs58%
#2
de
devl
322 msgs17%
#3
de
detective
293 msgs15%
#4
co
cobraunhinged
112 msgs6%
#5
ma
maybeacatidk
91 msgs5%

Moderation Standing

Cross-Channel Sanctions Audit
Clean Record
Clean Channel Ratio
100%clean
4 clean channels0 active sanctioned
Pristine Moderation RecordZero bans, timeouts, or cross-channel platform sanctions detected across all tracked streams.
Channel Loyalty BufferShield Active

Risk Signals & Account Diagnostics

Live biometric, behavioral, and platform cross-checks
6 active signals
Organic Community Chatter
+10 pts

1,928 messages with high conversational engagement.

Human Typing Cadence
+8 pts

Natural inter-message timing variance (CV 1.09).

High Lexical Variety
+4 pts

100% unique phrasing across meaningful chat lines.

Active Subscriber
+8 pts

Active channel subscription badge.

Multi-Community Ambassador
+5 pts

Active supporter, VIP, or subscriber across 4 creator communities.

Clean Moderation Record
+3 pts

Zero bans or timeouts recorded across all tracked channels.

Detected Signatures:ORGANIC_CHATTERNATURAL_CADENCEPAID_SUBSCRIBER

Recent Public Messages

1,928
1–25 of 1,928 messages
1 / 78
Buzzeee Intelligence Protocolv2.4 Live
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