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Table Table 4 From the research bench

Guardrail Metric Verification and Downstream Economic Translation

Metric CategoryMetric NameControl (Variant A)Treatment (Variant B)Statistical VerdictOperational Status
Primary OEC21-Day Checkout Conversion Rate2.500%2.900%$p = 0.0025$, Lift: +16.0%Statistically Significant WIN
Guardrail 1Page Load Latency (p95)480 ms465 ms$p = 0.12$, Neutral (-15ms)PASS: No latency penalty
Guardrail 2Credit Card Gateway Decline Rate3.20%3.15%$p = 0.74$, NeutralPASS: Payment hygiene intact
Guardrail 3Onboarding Ticket Escalation Rate4.80%5.10%$p = 0.41$, NeutralPASS: Support queue stable
Downstream 1Day-30 User Activation Rate64.2%63.8%$p = 0.68$, NeutralPASS: Healthy cohort quality

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Reference & Evidence

Source: Table from this essay. Sources and interpretation are given in the article.