Claim LD05-HQ-C12 (v1.0)

CNAF’s DMDE 2026 is a targeting model rather than an automatic final decision-maker; its source code and model documentation are public and the redesign excludes several sensitive/profile variables.

Research opportunities this claim motivates

What this claim leaves open for research. Each is a hypothesis about a gap, not a finding.

In contracts for public decision systems, who controls thresholds, variables and updates?CNAF publishes the source code and documentation of its targeting model and excluded several sensitive variables in a redesign, showing that design choices can be documented and publicly held; it is a contrast case, and the claim does not say the model is fair or lawful.

Provenance and status

Claim type: FACT (as printed: “FACT”)
Publication status: ELIGIBLE (CURRENT_DESIGN) (as printed: “ELIGIBLE WITH CURRENT-DESIGN QUALIFIER”)
Verification state: CONTENT_VERIFIED_PRIMARY (as printed: “CONTENT VERIFIED”; verified by: UNKNOWN)
Does not license: Claim that current model is fair, unbiased or lawful in all respects
Source (field 6, as printed): CNAF/CAF DMDE 2026 transparency and documentation
Source type (field 7): GOVERNMENT_PRIMARY (as printed: “Government/agency primary”)
Institutional position: Government agency
Maturity (claim evidence / publication maturity): EMERGING (as printed: “EMERGING”)
Recorded date: 2026-09-25
Currentness / correction: This is the current version. No correction or concern relation is recorded on its Sources.

Version

Current version v1.0, resolved through the explicit current pointer CLAIM--LD05-HQ-C12.

Versions:v1.0 · current

Pinned Sources (field 6, version-specific)

“CNAF/CAF DMDE 2026 transparency and documentation” → SRC-LD05-CNAF-DMDE-2026--v1.0 — CNAF/CAF, DMDE 2026 transparency and source-code documentation; class GOVERNMENT_PRIMARY (explicit public provenance pin)

Read the originals

SRC-LD05-CNAF-DMDE-2026: open the original

All 25 canonical Claim fields (raw values and normalized values)

#	Canonical field	Canonical value (verbatim)	Normalized (Claim Value Vocabulary v1.0.2)
1	CLAIM ID	LD05-HQ-C12	—
2	PUBLIC-FACING CLAIM	CNAF’s DMDE 2026 is a targeting model rather than an automatic final decision-maker; its source code and model documentation are public and the redesign excludes several sensitive/profile variables.	—
3	CLAIM TYPE	FACT	base_types: FACT
4	RESEARCH STRAND	C/G	—
5	MATURITY	EMERGING	states: EMERGING
6	SOURCE	CNAF/CAF DMDE 2026 transparency and documentation	source_ids: SRC-LD05-CNAF-DMDE-2026
7	SOURCE TYPE	Government/agency primary	classes: GOVERNMENT_PRIMARY
8	INSTITUTIONAL POSITION	Government agency	—
9	SCOPE	France family-benefit control targeting, 2026	—
10	DESIGN	System documentation	—
11	SAMPLE / DATASET	NOT APPLICABLE / model documentation	—
12	MODEL / TOOL / VERSION	DMDE 2026	—
13	COMPARATOR	Earlier model not fully adjudicated	—
14	MAIN RESULT	Targeting role; published code; documented excluded variables	—
15	INFERENTIAL TARGET	Current design/transparency	—
16	DOES NOT LICENSE	Claim that current model is fair, unbiased or lawful in all respects	—
17	VERIFICATION STATE	CONTENT VERIFIED	state: CONTENT_VERIFIED_PRIMARY · verified_by: UNKNOWN
18	LIMITATIONS	Historical model comparison and litigation status remain HOLD	—
19	CONTRADICTORY / SUPPORTING SOURCES	Earlier advocacy/litigation claims not canonicalised	—
20	GEOGRAPHY / LANGUAGE	France/French	—
21	DISTRIBUTIONAL LEDGER	Current distributional outcomes not established	—
22	R01 / FIELD-MAP LINKS	D5, D6.2, D6.4, R-1	—
23	WHAT WOULD CHANGE THIS CLAIM?	New model version or formal litigation outcome	—
24	PUBLICATION STATUS	ELIGIBLE WITH CURRENT-DESIGN QUALIFIER	state: ELIGIBLE · qualifiers: CURRENT_DESIGN
25	RECORDED DATE	2026-09-25	—

Field 22 references resolved against Field Map v0.2: D5 (DOMAIN); D6.2 (SUB_AREA); D6.4 (SUB_AREA); R-1 (LENS)

Cited by Living Debate versions

LD-05 v0.1

Research-of-record provenance

Materialized by sociolens-materializer 0.6.0 at 2026-09-28T20:00:00.000Z; normalization contract SocioLens — Claim Value Vocabulary v1.0.2 — Pre-Spike Materialization Contract (v1.0.2). Content seal SHA-256 f1fce749fdba92afb9d85f31b530524104241500195d1d253a063e8f90aa2583.

Frozen Drive-derived inputs

R04 — LD-05 Canonical Claim Ledger v1.0 — LOCKED (v1.0) — Drive ID 1WkAv7jmWIrr1GBmYSv66jDc8m222Yd9z; revision: NOT_EXPOSED_BY_DRIVE_TEXT_EXPORT; Drive modified ; block “ENTRY 12 — LD05-HQ-C12” SHA-256 d878ab08e5fd21737fb05ee30c3dc3f1705e3a7575f0e897830b07dc207d52bb; SocioLens — Programme Status & Authority Register v0.6 status “CURRENT.”; frozen fixture fixtures/frozen/r04-ld05-claim-ledger-v1.0.

Builder decisions (not Drive data)

VERSION = v1.0 — basis: Claim version taken from the canonical ledger artifact version (R04 — LD-05 Canonical Claim Ledger v1.0); Implementation Architecture Selection §5
CURRENT_POINTER = true — basis: SocioLens — Programme Status & Authority Register v0.6 status for "R04 — LD-05 Canonical Claim Ledger v1.0 — LOCKED": "CURRENT."
FIELD_6_SOURCE_REFERENCE = SRC-LD05-CNAF-DMDE-2026--v1.0 — basis: field 6 of ENTRY 12 — LD05-HQ-C12 cites "CNAF/CAF DMDE 2026 transparency and documentation"; the frozen field-6 segment of this ClaimVersion's ledger block; Drive-derived identity authority (Issue #37 Source inventory): ledger C12 fields 6–8; Batch 02 §7; KEY EVIDENCE.
SOURCE_PROVENANCE_PIN = SRC-LD05-CNAF-DMDE-2026--v1.0 — basis: Issue #5 proof rendering (Architecture Proof Protocol v0.1 AP-08 / Amendment v1.2 §6): explicit version-pinned public provenance of this ClaimVersion — the pinned field-6 Source record.