The Mechanism · Gated-generation receipt

gen-explain-type-i-and-type-ii-errors-as-you-would-to-a-capable-fdb6

stable pending witness
2026-05-29 07:03:16 UTC · anthropic/claude-sonnet-4-5

Prompt

Explain type I and type II errors as you would to a capable student, in 3-4 sentences.
86 chars

Generation

# Type I and Type II Errors Imagine you're testing whether a new drug works. A **Type I error** (false positive) occurs when you conclude the drug is effective when it actually isn't—you've rejected a true null hypothesis. A **Type II error** (false negative) happens when you conclude the drug doesn't work when it actually does—you've failed to reject a false null hypothesis. Think of it this way: Type I is a "false alarm" where you see an effect that isn't real, while Type II is a "missed opportunity" where you overlook a real effect.
31 tokens in · 132 tokens out · 3302 ms · $0.0021

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
3309.2 ms
Base LLM
3302.0 ms
Verifiers
0.2 ms
Gates
0.0 ms
Cost
$0.0021

Trail

07:03:16 received prompt_chars=86 verifiers=['scripture_anchors', 'theology_doctrine']
07:03:16 red_gate decision=pass reason=no disqualifying input patterns detected
07:03:19 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=31 tokens_out=132 latency_ms=3302.0 cost_usd=0.0021
07:03:19 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
07:03:19 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
07:03:19 floor_gate decision=pass reason=output above protective minimum; no mismatches
07:03:19 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
07:03:19 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
07:03:19 signed hash_algo=sha256 hash=sha256:18ff4e8a71f519566667f849401a8408d7a743a085695c1005435383a0b58279

Content hash

sha256:18ff4e8a71f519566667f849401a8408d7a743a085695c1005435383a0b58279

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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