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R0051/2026-03-31/Q002

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

Query: 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?

BLUF: The W3C Credible Web Community Group is functionally dormant (last substantive post September 2021). The CCIV is explicitly archival, superseded by the Credibility Signals spec which remains an incomplete draft. Neither specification includes hierarchical evidence quality scales, structured bias assessment, or source reliability tiering. Only rudimentary confidence calibration indicators exist.

Probability: N/A (open-ended query) | Confidence: High


Summary

Entity Description
Query Definition Query text, scope, status
Assessment Full analytical product with reasoning chain
ACH Matrix Evidence x hypotheses diagnosticity analysis
Self-Audit ROBIS-adapted 5-domain audit (process + source verification)

Hypotheses

ID Hypothesis Status
H1 Work is actively maintained and includes formal evidence evaluation features Eliminated
H2 Work is partially active/dormant with limited feature coverage Supported
H3 Work is fully abandoned with no relevant features Eliminated

Searches

ID Target Results Selected
S01 W3C Credible Web Community Group status 10 4
S02 CCIV and credibility signals specification content 10 4
S03 Credibility Coalition status and research 10 3

Sources

Source Description Reliability Relevance
SRC01 W3C Credibility Signals spec (2018 draft) Medium High
SRC02 W3C Credibility Tech report (2018/2020) Medium-High High
SRC03 CCIV specification (archival) Medium High
SRC04 Srba et al. (2025) — Credibility assessment survey High Medium
SRC05 Zhang et al. (2018) — Structured Response to Misinformation High Medium

Revisit Triggers

  • New specification release by W3C Credible Web Community Group
  • Credibility Coalition publishes new research outputs or updated CCIV
  • W3C Credible Web CG holds meetings beyond quarterly check-ins
  • Any fact-checking organization formally adopts W3C credibility signals