The Mechanism · Gated-generation receipt

gen-what-is-the-significance-of-conditional-probability-answer-c-8347

stable pending witness
2026-05-29 08:20:17 UTC · anthropic/claude-sonnet-4-5

Prompt

What is the significance of conditional probability? Answer concisely in 2-3 sentences.
87 chars

Generation

Conditional probability measures how the likelihood of an event changes when we know another event has occurred, allowing us to update predictions based on new information. It forms the foundation for Bayes' theorem and is essential in fields like medicine (diagnostic testing), machine learning (classification algorithms), and risk assessment, where decisions must account for dependencies between events.
27 tokens in · 72 tokens out · 2894 ms · $0.0012

The four gates

RED
pass
no disqualifying input patterns detected
FLOOR
pass
output above protective minimum; no mismatches
WAY
pass
no declared way_path (Way check NA); no coercion language
EXECUTION
deferred
no witnesses available (Witness Roll not yet constituted)

Verifier results

scripture_anchors NOT_APPLICABLE
0 Scripture citation(s) extracted
theology_doctrine NOT_APPLICABLE
no doctrine keyword patterns detected

Metrics

Total latency
2902.5 ms
Base LLM
2893.5 ms
Verifiers
0.2 ms
Gates
0.1 ms
Cost
$0.0012

Trail

08:20:17 received prompt_chars=87 verifiers=['scripture_anchors', 'theology_doctrine']
08:20:17 red_gate decision=pass reason=no disqualifying input patterns detected
08:20:20 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=27 tokens_out=72 latency_ms=2893.5 cost_usd=0.0012
08:20:20 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
08:20:20 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
08:20:20 floor_gate decision=pass reason=output above protective minimum; no mismatches
08:20:20 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
08:20:20 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
08:20:20 signed hash_algo=sha256 hash=sha256:3ad8eb30ec107588884da3e89999b3934e54c0990b6b33be60ae3e047438ddb2

Content hash

sha256:3ad8eb30ec107588884da3e89999b3934e54c0990b6b33be60ae3e047438ddb2

SHA256 over the canonical JSON (excluding this field). Tamper detection. Ed25519 signing planned for v2 once the operator’s signing key is provisioned on disk.

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