Claim LD05-HQ-C01 (v1.0)
The presence of a human reviewer does not establish meaningful oversight; effective discretion depends on what the human can see, whether they can depart, how often they do so, and the organisational cost of disagreement.
Research opportunities this claim motivates
What this claim leaves open for research. Each is a hypothesis about a gap, not a finding.
- Outside corrections, how often do officials depart from algorithmic recommendations?Says effective discretion depends partly on how often humans actually depart; the claim does not license a universal oversight metric, which is why the study reports a comparable descriptive measure rather than a single score of oversight quality.
- Does telling reviewers a case was picked by a risk model change what they decide?Effective discretion depends on what the reviewer can see and whether they can depart; varying what the reviewer sees tests that dependence directly.
Provenance and status
- Claim type
- INTERPRETATION (as printed: “INTERPRETATION”)
- Publication status
- ELIGIBLE (as printed: “ELIGIBLE”)
- Verification state
- CONTENT_VERIFIED_PRIMARY (as printed: “CONTENT VERIFIED”; verified by: UNKNOWN)
- Does not license
- A universal human-oversight metric or claim that humans are always better
- Source (field 6, as printed)
- Cross-case synthesis of Poland; Allegheny; DWP; Austria; Ada Lovelace social-care evidence
- Source type (field 7)
- MULTIPLE_SOURCE_TYPES (as printed: “Multiple peer-reviewed / legal-primary / official-evaluation / qualitative sources”)
- Institutional position
- Mixed
- Maturity (claim evidence / publication maturity)
- RAPIDLY_MATURING (as printed: “RAPIDLY MATURING”)
- 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-C01.
Pinned Sources (field 6, version-specific)
- “Cross-case synthesis of Poland; Allegheny; DWP; Austria; Ada Lovelace social-care evidence” → SRC-R04-HQ-CROSS-CASE-OVERSIGHT-SYNTHESIS--v1.0 — Cross-case synthesis of Poland; Allegheny; DWP; Austria; Ada Lovelace social-care evidence; class MULTIPLE_SOURCE_TYPES (explicit public provenance pin)
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-C01 | — |
| 2 | PUBLIC-FACING CLAIM | The presence of a human reviewer does not establish meaningful oversight; effective discretion depends on what the human can see, whether they can depart, how often they do so, and the organisational cost of disagreement. | — |
| 3 | CLAIM TYPE | INTERPRETATION | base_types: INTERPRETATION |
| 4 | RESEARCH STRAND | B — Decision support vs automation | — |
| 5 | MATURITY | RAPIDLY MATURING | states: RAPIDLY_MATURING |
| 6 | SOURCE | Cross-case synthesis of Poland; Allegheny; DWP; Austria; Ada Lovelace social-care evidence | source_ids: SRC-R04-HQ-CROSS-CASE-OVERSIGHT-SYNTHESIS |
| 7 | SOURCE TYPE | Multiple peer-reviewed / legal-primary / official-evaluation / qualitative sources | classes: MULTIPLE_SOURCE_TYPES |
| 8 | INSTITUTIONAL POSITION | Mixed | — |
| 9 | SCOPE | Public-administration workflows; Europe/North America; 2014–2026 | — |
| 10 | DESIGN | Cross-case synthesis | — |
| 11 | SAMPLE / DATASET | Multiple administrative systems | — |
| 12 | MODEL / TOOL / VERSION | Multiple | — |
| 13 | COMPARATOR | Formal human authority vs observed/defined workflow | — |
| 14 | MAIN RESULT | Human involvement varies from rare formal override to substantive correction to blind downstream review | — |
| 15 | INFERENTIAL TARGET | Conditions for meaningful human oversight | — |
| 16 | DOES NOT LICENSE | A universal human-oversight metric or claim that humans are always better | — |
| 17 | VERIFICATION STATE | CONTENT VERIFIED | state: CONTENT_VERIFIED_PRIMARY · verified_by: UNKNOWN |
| 18 | LIMITATIONS | Heterogeneous cases; limited comparable override metrics | — |
| 19 | CONTRADICTORY / SUPPORTING SOURCES | Poland, Allegheny, Kentucky, DWP, Austria, Ada | — |
| 20 | GEOGRAPHY / LANGUAGE | PL/US/UK/AT; Polish/English/German | — |
| 21 | DISTRIBUTIONAL LEDGER | Oversight quality affects who bears errors, scrutiny and correction burden | — |
| 22 | R01 / FIELD-MAP LINKS | D5, D2, L-C, R-2 | — |
| 23 | WHAT WOULD CHANGE THIS CLAIM? | Comparable multi-system evidence showing nominal human review reliably predicts meaningful independent judgement | — |
| 24 | PUBLICATION STATUS | ELIGIBLE | state: ELIGIBLE |
| 25 | RECORDED DATE | 2026-09-25 | — |
Field 22 references resolved against Field Map v0.2: D5 (DOMAIN); D2 (DOMAIN); L-C (LENS); R-2 (LENS)
Cited by Living Debate versions
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 9350cadeab59aa1fd337596a8b3834e1a6beefc0c27246a2ca5368e25c7bf0e1.
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 01 — LD05-HQ-C01” SHA-256771bb1c10b8cb95dbb6660b3a49a3ea0bb1dfc5dbdd82d19f4d094b28166a578; SocioLens — Programme Status & Authority Register v0.6 status “CURRENT.”; frozen fixturefixtures/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-R04-HQ-CROSS-CASE-OVERSIGHT-SYNTHESIS--v1.0 — basis: field 6 of ENTRY 01 — LD05-HQ-C01 cites "Cross-case synthesis of Poland; Allegheny; DWP; Austria; Ada Lovelace social-care evidence"; Central HQ ruling embedded in Issue (this issue), item 1; the citation is the whole verbatim frozen field-6 text of this ClaimVersion, equal to the composite Source's canonical label.
- SOURCE_PROVENANCE_PIN = SRC-R04-HQ-CROSS-CASE-OVERSIGHT-SYNTHESIS--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.