Root-Cause Explanation Review¶
Procedure — instantiates Function-Without-Intent Caution
Checks whether a causal explanation has collapsed into a purpose-like story without specifying the mechanism that produced the observed function.
Root-Cause Explanation Review audits an explanation — not the world, and not the actors — for a specific defect: teleological collapse, where a sentence that sounds causal has quietly substituted a purpose for a mechanism. It takes a given explanation of why some function exists and interrogates its logic: does it actually name the chain of events that produces the effect, or does it stop at "it exists in order to..." and let the purpose stand in for the cause? Its defining move is a demand for a mechanism: any explanation that cannot say how — through what steps, forces, or feedbacks — the function is produced is flagged as incomplete, and then rewritten into a form that either supplies the mechanism or honestly marks it as unknown. It operates on the reasoning itself, which is what separates it from an evidence hunt about actors.
Example¶
A city council is told that "broken-windows policing works because visible disorder causes serious crime, so cleaning up disorder is the mechanism that lowers it." Root-Cause Explanation Review takes that sentence apart. It asks for the causal pathway: by what steps does a broken window become an assault? The explanation, examined, turns out to smuggle a purpose ("disorder is there to signal that crime is tolerated") into the place where a mechanism should be, and the actual chain — perceived-norm shifts, offender decision-making, displacement, reverse causation where crime produces disorder — is never specified. The reviewer flags the collapse and performs an explanation update: the claim is rewritten from "disorder causes crime" to "disorder and crime co-occur; several candidate mechanisms could link them in either direction, and the policy's effect depends on which one operates — currently unspecified." The rewrite does not decide whether the policy works; it exposes that the original explanation was a purpose-story wearing a lab coat, and it hands the council a testable question instead of a slogan.
How it works¶
- Isolate the explanatory claim. Extract the exact "because / in order to / so that" sentence under review, stripped of surrounding rhetoric.
- Demand the mechanism. Ask whether the explanation names the concrete steps producing the effect; if the answer is a purpose or a function restated, mark teleological collapse.
- Check for reversed or absent causation. Test whether cause and effect could run the other way, or co-vary with no direct link.
- Rewrite to scope. Produce an updated explanation that supplies the mechanism where known and explicitly flags it as unknown where not — never leaving a purpose in the causal slot.
Tuning parameters¶
- Mechanism strictness — how detailed a causal chain must be to pass. Stricter catches more hollow explanations but can reject useful working hypotheses as "not yet mechanistic."
- Rewrite ambition — whether the update merely flags the gap or attempts a candidate mechanism. Bolder rewrites are more useful and more falsifiable; timid ones only diagnose.
- Purpose-language sensitivity — how aggressively "for," "so that," "designed to" trip the flag. High sensitivity purges teleology but can over-flag harmless shorthand.
- Charitable reconstruction — how hard you try to find the strongest mechanism the author might have meant before flagging. More charity is fairer; too much repairs the argument for them.
When it helps, and when it misleads¶
Its strength is catching the single most common failure the archetype names — treating a function as its own explanation — and converting a purpose-story into a mechanism question that can actually be investigated. The distinction it enforces is Aristotle's: a final cause (what something is for) is not an efficient cause (what brings it about), and only the latter explains.[n1] Its failure mode is over-correction: not every functional or teleological phrasing is fallacious — sometimes "the pump is for moving water" is a fine shorthand for a real designed mechanism — and a hyper-literal reviewer can gut useful explanations. The classic misuse is using the mechanism demand to dismiss any explanation one dislikes as "just a purpose story." The guarding discipline is to require the rewrite, not just the flag: if you cannot state a better, mechanism-bearing version (or honestly mark the gap), you have not reviewed the explanation, only heckled it.
How it implements the components¶
causal_pathway_context— its core test: it demands the concrete producing mechanism and flags any explanation that substitutes purpose for it.explanation_update— its product: a rewritten explanation that supplies the mechanism or explicitly scopes it as unknown.
It does NOT gather external evidence of what actors deliberately pursued or maintained (intent_evidence_check, maintenance_choice_record) — that's Intent Audit, its same-type sibling; this review inspects the explanation's internal logic, not the actors' record.
Related¶
- Instantiates: Function-Without-Intent Caution — Root-Cause Explanation Review keeps the archetype's explanations mechanistic rather than teleological.
- Consumes: Functional Analysis — the observed function and candidate causal pathway it audits usually come from a functional analysis.
- Sibling mechanisms: Functional Analysis · Intent Audit · Institutional Genealogy · Design History Review · Attribution Check · Current Use Mapping · Evidence Threshold Table
Editorial Notes¶
Form Classification¶
Form family: Assessment, Review & Assurance
Rationale: Root-Cause Explanation Review operates as a bounded evaluation of existing evidence or work that produces a finding or disposition because it checks whether a causal explanation has collapsed into a purpose-like story without specifying the mechanism that produced the observed function.
Independent corroboration: The frozen evidence defines Root-Cause Explanation Review as 'Checks whether a causal explanation has collapsed into a purpose-like story without specifying the mechanism that produced the observed function', so its operative form is Assessment, Review & Assurance.
Nearest alternative: Analysis, Modeling & Optimization — Root-Cause Explanation Review includes features of an analytical, modeling, inference, comparison, or optimization procedure that derives insight or a solution, but its defining operation is a bounded evaluation of existing evidence or work that produces a finding or disposition.
Review outcome: Independent reviewer agreement; medium confidence.
Origin Attribution¶
Primary origin: Philosophy
Origin pattern: Convergent development
Present-day reach: Universal
Rationale: Distinguishing causal mechanism from purpose-like explanation is a classic philosophy-of-science problem.
Related originating lineages:
- Biology & Ecology — Evolutionary biology materially sharpened the distinction between mechanistic and functional explanation.
- Mathematics — Mathematical modeling, proof, and abstract-structure practice supplies a parallel or contributing lineage for the mechanism's defining operation: checks whether a causal explanation has collapsed into a purpose-like story without specifying the mechanism that produced the observed function.
Review resolution: Both blind reviewers agree that philosophy is the primary historical origin. Explicit reconciliation of alternate origin disagreement, origin mode disagreement, domain reach disagreement starts from reviewer_a’s mechanism-specific evidence: Distinguishing causal mechanism from purpose-like explanation is a classic philosophy-of-science problem. Reviewer A proposed alternates=biology_ecology, origin_mode=convergent, domain_reach=universal, and encyclopedia_synthesis=true; reviewer B proposed alternates=mathematics, origin_mode=single_lineage, domain_reach=multi_domain, and encyclopedia_synthesis=true. The final record retains every independently supported alternate from either review (biology_ecology, mathematics) without an arbitrary cap, selects origin_mode=convergent to represent the combined lineage evidence, and keeps domain_reach=universal and encyclopedia_synthesis=true from the more mechanism-specific assessment. Present-day transfer is recorded as reach and is not treated as proof of historical origin.
Encyclopedia synthesis: The exact catalogued form synthesizes established practice rather than reproducing a single standard historical label.
Review outcome: Reconciled after independent review; high confidence.
Notes¶
[n1] In Aristotle's four causes, the final cause (the end or purpose a thing serves) is distinct from the efficient cause (the agent or process that actually brings it about). Teleological collapse is the substitution of the former for the latter — naming a purpose where an explanation owes a mechanism. ↩