G.9:4.3b — Conditional causal method rung parity
Preface node
heading:g-9-4-3b-conditional-causal-method-rung-parity:105688
What this page is
This is generated FPF reference text from the specification preface or supporting sections. It helps interpret FPF; it is not FPF Reference product documentation.
Methodology
Use it to understand how the specification wants to be read, then return to a route, pattern, or work packet for active work. Cite generated IDs only when the wording changes the task decision.
Content
Use this extension only when a parity report compares causal methods or causal-use claims. Start with a cheap screen and stop at degraded parity or abstention when the methods answer different questions.
causalSupportComponentTypeSet records which methods rely on evidence paths/data regimes, identification, estimates, direct counterfactual sampling, simulation, or transport. Difference is not an automatic ban, but it must be exposed and bridged; one label cannot make unlike components equivalent.
Open the full record only when comparison remains meaningful:
The record names every changed transport endpoint that matters; population and semantic scheme do not substitute for domain, environment, or data-generating regime. Different rungs, estimands, windows, endpoints, or support components require a bridge/loss, degraded parity, or abstention. G.9 makes the parity conclusion; C.28 supplies the cited causal-support result and does not authorize the benchmark conclusion.
Last Updated: 2026-09-03 — upstream FPF commit b999972c (github.com/ailev/FPF)