The Mechanism · Gated-generation receipt

gen-in-3-4-sentences-explain-shot-quality-metrics-state-any-key-9243

stable pending witness
2026-05-29 04:56:35 UTC · anthropic/claude-sonnet-4-5

Prompt

In 3-4 sentences, explain shot quality metrics. State any key formula.
70 chars

Generation

Shot quality metrics evaluate the difficulty and expected success rate of shots based on factors like distance, angle, defender proximity, and shot type. The most common metric is **Expected Goals (xG)**, which assigns a probability (0 to 1) that a given shot will result in a goal based on historical data of similar shots. The basic concept is: **xG = P(goal | shot characteristics)**, calculated using statistical models trained on thousands of shots. These metrics help teams assess offensive efficiency and identify whether results are due to skill, shot selection, or luck.
25 tokens in · 120 tokens out · 3940 ms · $0.0019

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
3947.0 ms
Base LLM
3939.9 ms
Verifiers
0.2 ms
Gates
0.0 ms
Cost
$0.0019

Trail

04:56:35 received prompt_chars=70 verifiers=['scripture_anchors', 'theology_doctrine']
04:56:35 red_gate decision=pass reason=no disqualifying input patterns detected
04:56:39 base_llm_call model=anthropic/claude-sonnet-4-5 tokens_in=25 tokens_out=120 latency_ms=3939.9 cost_usd=0.0019
04:56:39 verifier:scripture_anchors verdict=NOT_APPLICABLE summary=0 Scripture citation(s) extracted
04:56:39 verifier:theology_doctrine verdict=NOT_APPLICABLE summary=no doctrine keyword patterns detected
04:56:39 floor_gate decision=pass reason=output above protective minimum; no mismatches
04:56:39 way_gate decision=pass reason=no declared way_path (Way check NA); no coercion language
04:56:39 execution_gate decision=deferred reason=no witnesses available (Witness Roll not yet constituted)
04:56:39 signed hash_algo=sha256 hash=sha256:fd48af2cd109c558cca5d534b2b8ae4743c891134c8cc2ce62ba75f456f7b2a5

Content hash

sha256:fd48af2cd109c558cca5d534b2b8ae4743c891134c8cc2ce62ba75f456f7b2a5

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.

Bring another teaching · Run a discernment