#Causal-use / counterfactual-support repair

Route route:causal-use-counterfactual-support-repair

#What this page is

This is an FPF route: a curated working path through pattern IDs. It is not a website route or application navigation route.

#Methodology

Use the ordered steps as the first path through the framework. Treat optional steps, landing points, route surfaces, and reroutes as controls for scope, ownership, and common wrong turns. Open exact pattern pages only when the work depends on their wording.

• First Honest Burden: "We want to say this caused that, this intervention would work, this policy would have prevented harm, this fairness result is causal, or this method is better on a counterfactual benchmark."

C.16 when only a metric/score/reading is live; C.27 when only state/rate/intervention-sensitive temporal adequacy is live; C.26 when the phrase is only a residual quantum-like modeling cue; A.15 / A.3.2 when the question is only method/work/work-plan structure; A.6 when a mixed causal/deontic boundary sentence must be split

#Route surfaces

• C.28 CausalUse-CAL: Causal-Use Questions, Causality-Ladder Rungs, Identification and Realizability
• A.10 Evidence Graph Referring (C-4)
• B.3 Trust & Assurance Calculus (F–G–R with Congruence)
• D.5 Bias-Audit & Ethical Assurance
• G.5 Multi‑Method Dispatcher & MethodFamily Registry
• G.9 Parity / Benchmark Harness

#Citations

• J.4