Source SRC-LD07-GONG-HUANG-CGSS-2025

Gong Weigang & Huang Siyuan, “整体事实还是有偏样本——基于大语言模型生成数据的测量,” Academic Monthly 57(6):123–136 (2025)

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Source class (bibliographic): PEER_REVIEWED_JOURNAL_ARTICLE
Source-level roles: none
Institutional position: not stated by source authority
Visibility: PUBLIC_REFERENCE
Registry section: —

Version

Pinned version v1.0 (entry SRC-LD07-GONG-HUANG-CGSS-2025--v1.0) — this page never floats to newer evidence.

This pinned version is also the current version.

Versions:v1.0 · current

Linked Claims

Registry “Linked claim” (logical Claim identity; never a pinned version): LD07-HQ-C06, LD07-HQ-C08.

Cited in field 6 of LD07-HQ-C06--v1.0
Cited in field 6 of LD07-HQ-C08--v1.0

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 b5d375b775a27927c38e56ab0c63797f24fd55e62590146548d84a66cc74ebcb.

Frozen Drive-derived inputs

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Builder decisions (not Drive data)

VERSION = v1.0 — basis: First SocioLens materialized record for this Source identity; no predecessor record exists (Publication System Amendment v1.2 §4; ruling-backed production identity materialized under Issue #39). SocioLens Source-record version, not the external source's edition, revision or version of record.
CURRENT_POINTER = true — basis: Publication System Amendment v1.2 §4: the sole SocioLens record version for this Source identity; the materialization manifest explicitly designates SRC-LD07-GONG-HUANG-CGSS-2025--v1.0 current.
VISIBILITY = PUBLIC_REFERENCE — basis: Explicit public provenance selection by LD07-HQ-C06--v1.0 (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 "Gong & Huang 2025"; Drive-derived identity authority (Issue #39 Source inventory): Batch 02 §4; ledger C06/C08; KEY EVIDENCE.); LD07-HQ-C08--v1.0 (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 "Gong & Huang, Academic Monthly 57(6):123–136 (2025)"; Drive-derived identity authority (Issue #39 Source inventory): Batch 02 §4; ledger C06/C08; KEY EVIDENCE.) (Amendment v1.2 §4, §6).