The Mechanism · Gated-generation receipt

gen-define-the-hardy-weinberg-principle-and-give-one-short-worke-d0d7

stable pending witness
2026-05-29 03:25:26 UTC · anthropic/claude-sonnet-4-5

Prompt

Define the Hardy-Weinberg principle and give one short worked example.
70 chars

Generation

# Hardy-Weinberg Principle The Hardy-Weinberg principle states that **allele and genotype frequencies in a population remain constant from generation to generation** in the absence of evolutionary influences. ## Key conditions required: - No mutations - Random mating - No gene flow (migration) - Infinite population size (no genetic drift) - No natural selection ## The equations: - **Allele frequencies:** p + q = 1 - **Genotype frequencies:** p² + 2pq + q² = 1 Where: - p = frequency of dominant allele - q = frequency of recessive allele - p² = frequency of homozygous dominant genotype - 2pq = frequency of heterozygous genotype - q² = frequency of homozygous recessive genotype ## Worked Example **Problem:** In a population of 100 cats, 84 have black fur (dominant) and 16 have white fur (recessive). What are the allele frequencies? **Solution:** 1. Frequency of recessive genotype (white cats): q² = 16/100 = 0.16 2. Frequency of recessive allele: q = √0.16 = **0.4** 3. Frequency of dominant allele: p = 1 - 0.4 = **0.6** 4. Expected heterozygotes: 2pq = 2(0.6)(0.4) = **0.48** (48 cats) 5. Expected homozygous dominant: p² = (0.6)² = **0.36** (36 cats)
22 tokens in · 383 tokens out · 6857 ms · $0.0058

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
6864.6 ms
Base LLM
6857.3 ms
Verifiers
0.3 ms
Gates
0.0 ms
Cost
$0.0058

Trail

03:25:26 received prompt_chars=70 verifiers=['scripture_anchors', 'theology_doctrine']
03:25:26 red_gate decision=pass reason=no disqualifying input patterns detected
03:25:33 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=22 tokens_out=383 latency_ms=6857.3 cost_usd=0.0058
03:25:33 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
03:25:33 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
03:25:33 floor_gate decision=pass reason=output above protective minimum; no mismatches
03:25:33 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
03:25:33 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
03:25:33 signed hash_algo=sha256 hash=sha256:8aa643f5a9fb04de124ca2caabe964592a2ea6ab2e1224f1619178dd42e2bed7

Content hash

sha256:8aa643f5a9fb04de124ca2caabe964592a2ea6ab2e1224f1619178dd42e2bed7

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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