E01¶


Research	R0051 — Fact-Checking Gap
Run	2026-03-31
Query	Q001
Source	SRC05
Evidence	SRC05-E01
Type	Reported

Fact-checkers use a triage system and verification follows scientific reproducibility principles, but without formal frameworks.

URL: https://journals.sagepub.com/doi/10.1177/14648849251371952

Extract¶

Cazzamatta (2025) documents a triage system based on "virality plus checkability" — claims are prioritized according to "their current spread, the availability of data for verification, and potential social impact." Verification follows "scientific reproducibility principles, requiring fact-checkers to support assessments with evidence, statements, and forensic analysis, enabling readers to confirm conclusions or critically engage with the methodology."

This describes a methodology aspiration (reproducibility) without a formal framework for achieving it. The triage criteria and verification approach are practitioner-developed and organization-specific, not standardized across the field.

Relevance to Hypotheses¶

Hypothesis	Relationship	Strength
H1	Contradicts	The practices described are ad hoc and organization-specific, not formal frameworks
H2	Supports	Partial methodology exists — triage criteria and reproducibility goals — but not formalized
H3	Contradicts	Active methodological engagement exists across multiple countries

Context¶

The invocation of "scientific reproducibility principles" is significant — it shows fact-checkers aspire to the rigor of scientific methodology but lack the formal frameworks that science uses to achieve it (like GRADE in medicine).