Q002 — Query Definition¶


Research	R0051 — Fact-Checking Gap
Run	2026-03-31
Query	Q002

Query as Received¶

The W3C Credibility Coalition and Credible Web Community Group developed content credibility indicators (CCIV) and a credibility signals specification. What is the current status of this work? Is it actively maintained, adopted, or abandoned? Does it include any of: hierarchical evidence quality scale, calibrated confidence language, structured bias assessment, or source reliability tiering?

Query as Clarified¶

This query has two parts: (1) the current status of two related W3C/coalition initiatives — the Credibility Coalition and the Credible Web Community Group — and their outputs (CCIV vocabulary and credibility signals spec); and (2) whether those outputs include specific features relevant to formal evidence evaluation (hierarchical quality scales, calibrated confidence, bias assessment, source reliability tiering).

Embedded assumptions surfaced: - Assumes the CCIV and credibility signals specification are distinct outputs (JUDGMENT: confirmed — CCIV is archival, signals spec succeeded it). - Assumes the Credibility Coalition and Credible Web Community Group are related but distinct entities (JUDGMENT: confirmed — the Coalition is a research community, the CG is a W3C standards group, with overlapping membership).

BLUF¶

The W3C Credible Web Community Group is functionally dormant — last substantive blog post September 2021, with only quarterly check-in meetings through early 2024. The CCIV specification is explicitly archival, superseded by the Credibility Signals specification which remains an incomplete public draft. The Credibility Coalition website remains online but shows limited recent research activity. Of the four features queried: only rudimentary confidence calibration indicators exist (acknowledging uncertainty); no hierarchical evidence quality scale, no structured bias assessment framework, and no source reliability tiering system is present.

Scope¶

Domain: W3C standards development, web credibility assessment
Timeframe: 2017-2026
Testability: Verifiable through W3C group records, published specifications, and organizational websites

Assessment Summary¶

Probability: N/A (open-ended query)

Confidence: High

Hypothesis outcome: H2 (partially active with limited feature coverage) is best supported. The work is not fully abandoned but is functionally dormant, and the specifications lack the formal evidence evaluation features queried.

[Full assessment in assessment.md.]

Status¶

Field	Value
Date created	2026-03-31
Date completed	2026-03-31
Researcher profile	Not provided
Prompt version	Unified Research Methodology v1
Revisit by	2027-03-31
Revisit trigger	New specification release by W3C Credible Web CG or Credibility Coalition publication