The Mechanism · Gated-generation receipt

gen-what-is-the-significance-of-hypothesis-testing-answer-concis-71a9

stable pending witness
2026-05-29 04:40:06 UTC · anthropic/claude-sonnet-4-5

Prompt

What is the significance of hypothesis testing? Answer concisely in 2-3 sentences.
82 chars

Generation

Hypothesis testing is a statistical method that allows researchers to make objective decisions about whether observed data provides sufficient evidence to support or reject a claim about a population. It helps distinguish between real effects and random chance, providing a standardized framework for drawing conclusions from data. This process is fundamental to scientific research, enabling evidence-based decision-making across fields like medicine, psychology, business, and social sciences.
27 tokens in · 83 tokens out · 3204 ms · $0.0013

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
3211.8 ms
Base LLM
3204.5 ms
Verifiers
0.1 ms
Gates
0.0 ms
Cost
$0.0013

Trail

04:40:06 received prompt_chars=82 verifiers=['scripture_anchors', 'theology_doctrine']
04:40:06 red_gate decision=pass reason=no disqualifying input patterns detected
04:40:09 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=27 tokens_out=83 latency_ms=3204.5 cost_usd=0.0013
04:40:09 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
04:40:09 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
04:40:09 floor_gate decision=pass reason=output above protective minimum; no mismatches
04:40:09 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
04:40:09 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
04:40:09 signed hash_algo=sha256 hash=sha256:85586df00c29accd2030ba47b41b4cafd47928d84bfcdd813a99e9da386f79d7

Content hash

sha256:85586df00c29accd2030ba47b41b4cafd47928d84bfcdd813a99e9da386f79d7

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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