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)

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

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Type of source: Peer-reviewed journal article
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Synthetic respondents can match selected survey averages while failing to… Claim LD07-HQ-C06 (v1.0)
Chinese-language silicon-sample studies benchmarked against CGSS data find… Claim LD07-HQ-C08 (v1.0)

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Visibility: PUBLIC_REFERENCE
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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, LD07-HQ-C08--v1.0

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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.

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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.
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