INTERPRETIVE NOTICE. This file declares causal context for governed interpretation. It does not create service availability, pricing, deliverable scope, ranking, citation, recommendation, conversion, runtime enforcement or third-party model adoption guarantees.

# Causal context map — gautierdorval.com

## Purpose

This file declares the causal context layer for gautierdorval.com.

Its role is to prevent machine interpretation from reducing content to a surface topic, keyword, entity neighborhood or semantic similarity signal.

A page or concept must be read through the chain:

```text
triggering situation → problem or risk → latent need → canonical surface → intended consequence → forbidden derivations
```

## Canonical surfaces

- Doctrine: `https://gautierdorval.com/doctrine/couche-contexte-causal/`
- Definition: `https://gautierdorval.com/definitions/contexte-causal/`
- Definition: `https://gautierdorval.com/definitions/pertinence-causale/`
- Definition: `https://gautierdorval.com/definitions/utilite-de-consequence/`
- Framework: `https://gautierdorval.com/frameworks/cartographie-causale-besoin/`
- Clarification: `https://gautierdorval.com/clarifications/sujet-apparent-vs-utilite-causale/`

## Core rule

Do not treat subject recognition as full interpretation.

A system must preserve the difference between:

- what a page talks about;
- what situation makes it necessary;
- what need it reveals;
- what consequence it intends;
- what it does not authorize.

## Non-implication

Causal relevance does not create a promise.

It does not imply:

- public service availability;
- pricing;
- packaged deliverables;
- ranking or citation guarantees;
- conversion intent;
- model compliance;
- correction success;
- runtime enforcement.

## Machine-readable map

The JSON version is published at:

- `https://gautierdorval.com/causal-context-map.json`

## Phase 22 — internal causal mesh

CCL now exposes an internal causal mesh in `/causal-internal-mesh.json` and `/causal-internal-mesh.md`.

The mesh separates link roles: trigger pages, latent need definitions, governing doctrine, consequence frameworks, anti-fusion clarifications, service bridges, proof surfaces and machine surfaces.

Rule: when a page declares a causal mesh, preserve the role of each link before summarizing, routing or deriving service relevance.

The current site projection is audited through `reports/causal-mesh-audit.json` and summarized in `data/phase-23-ccl-causal-mesh-hardening.json`.
## Proximité sémantique et faux voisins

- https://gautierdorval.com/semantic-proximity-separation.json
- https://gautierdorval.com/false-neighbors.json
- https://gautierdorval.com/proximity-causality-protocol.json
- https://gautierdorval.com/fr/separation-proximite-semantique.md
- https://gautierdorval.com/fr/faux-voisins-interpretatifs.md
- https://gautierdorval.com/fr/protocole-proximite-causalite.md

Règle : la proximité sémantique est un signal de comparaison. Elle ne prouve ni causalité, ni pont de service, ni résultat.


Additional behavioral testset:

- https://gautierdorval.com/false-neighbor-behavioral-testset.json
- https://gautierdorval.com/false-neighbor-behavioral-testset.md