
markkujorma
Oct 2026100
Subscriptions
4subs
Active SubSubscribed to 4 channels
Total Messages
1,928msgs
Regular3,260 emotes used
Top Badge+1

Model Citizen
HEALTHYPristine Chat StandingView
Channels Texted
8streams
Active HopperTop: @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 ptsTyping CadenceHuman timing entropy, cadence variance, vocabulary
+12 ptsChannel LoyaltySubscribed streams, VIP standing, active presence
+10 ptsAccount AuthenticityAvatar, bio & verification (burner alt detection)
0 ptsModeration StandingDecayed sanctions buffered by clean channel ratio
+3 ptsPenalty (-pts)0 BaselineBonus (+pts)
Dynamic Multi-Pillar EngineLive & Verified
Behavioral Biometrics
Cadence & Chat AnalysisAutomation & 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 AuditClean 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-checksOrganic Community Chatter
+10 pts1,928 messages with high conversational engagement.
Human Typing Cadence
+8 ptsNatural inter-message timing variance (CV 1.09).
High Lexical Variety
+4 pts100% unique phrasing across meaningful chat lines.
Active Subscriber
+8 ptsActive channel subscription badge.
Multi-Community Ambassador
+5 ptsActive supporter, VIP, or subscriber across 4 creator communities.
Clean Moderation Record
+3 ptsZero bans or timeouts recorded across all tracked channels.
Detected Signatures:ORGANIC_CHATTERNATURAL_CADENCEPAID_SUBSCRIBER
Recent Public Messages
1,9281–25 of 1,928 messages
1 / 78
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Buzzeee Intelligence Protocolv2.4 Live
Real-Time Data Engine • 0–100 Trust Score • Provably Fair

