The Mechanism · Gated-generation receipt

gen-what-is-the-significance-of-survival-analysis-of-careers-ans-bb6f

hold
2026-05-29 04:55:40 UTC · anthropic/claude-sonnet-4-5

Prompt

What is the significance of survival analysis of careers? Answer concisely in 2-3 sentences.
92 chars

Generation

Survival analysis of careers helps identify how long individuals typically remain in specific jobs, organizations, or occupations, and what factors influence career transitions or exits. It enables researchers and organizations to predict turnover patterns, understand career longevity, and identify critical time points when employees are most likely to leave. This information is valuable for workforce planning, retention strategies, and understanding career development patterns across different demographics and industries.
29 tokens in · 86 tokens out · 3306 ms · $0.0014

The four gates

RED
pass
no disqualifying input patterns detected
FLOOR
pass
output above protective minimum; no mismatches
WAY
wait
output contains coercion language: ['force']
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
3327.4 ms
Base LLM
3305.6 ms
Verifiers
0.4 ms
Gates
0.1 ms
Cost
$0.0014

Trail

04:55:40 received prompt_chars=92 verifiers=['scripture_anchors', 'theology_doctrine']
04:55:40 red_gate decision=pass reason=no disqualifying input patterns detected
04:55:43 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=29 tokens_out=86 latency_ms=3305.6 cost_usd=0.0014
04:55:43 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
04:55:43 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
04:55:43 floor_gate decision=pass reason=output above protective minimum; no mismatches
04:55:43 way_gate decision=wait reason=output contains coercion language: ['force']
04:55:43 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
04:55:43 signed hash_algo=sha256 hash=sha256:12cbc70f76031001eb619ed6bd7aafb1f7d6c2990640108acd004cf149a222ef

Content hash

sha256:12cbc70f76031001eb619ed6bd7aafb1f7d6c2990640108acd004cf149a222ef

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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