POSI - Panorama Scholarly Index
CVICitation Visibility · 0–10 points (CVF subfactor)

Citation Visibility Index

CVI measures whether a journal's citations are open, machine-readable, and tracked by open scholarly infrastructure. It uses only open citation data — no proprietary citation counts from Web of Science, Scopus, or similar services. Inside the PQF formula this same figure is labeled the Citation Visibility Factor (CVF); CVI is its standalone name when published on this page.

CVI is not a citation impact metric. CVI measures citation infrastructure readiness — whether citations are open and machine-readable. It does not measure citation frequency, h-index, or academic influence. High CVI means a journal participates in open citation standards; it does not mean the journal is highly cited.
Looking for citation impact numbers? See PCI (POSI Citation Impact), h-index, and total citations. CVI does not measure these by design (see notice below).POSI Citation Reports →

CVI Scoring Criteria

#CriterionData SourcePts
1Crossref cited-by data detectableJournal articles appear in Crossref cited-by API results2
2OpenAlex source record exists and matchableJournal matched to an OpenAlex Source record (ISSN-based)2
3OpenCitations data detectableLive — checked via OpenCitations COCI citation-count API2
4Open reference lists deposited via I4OC (Crossref)References publicly accessible under open license (CC0)2
5Citation data source clearly attributed in article pageCitation source identified and accessible to readers2
Total (CVF subfactor)10

Citation Data Sources

CrossrefLiveDOI-level citation tracking via cited-by API
OpenAlexLiveOpen knowledge graph; citation counts and source matching
OpenCitationsLiveCC0 open citation counts via the COCI citation-count API
I4OCLiveInitiative for Open Citations — reference deposit compliance check

Open Citation Principles

Open Data Only

CVI uses exclusively open, CC0-licensed citation data. No proprietary citation databases (Web of Science, Scopus) are used in any part of POSI scoring.

Attribution Required

All citation data shown on POSI is attributed to its original source (Crossref, OpenAlex). POSI does not claim ownership of citation records.

Not Impact

CVI measures infrastructure participation, not academic quality. A journal scoring 10/10 CVI may have zero citations; a highly-cited journal may score 0 if citations are not open.

I4OC Compliance

POSI checks whether journals participate in the Initiative for Open Citations (I4OC) by depositing reference lists with Crossref under CC0. This enables open citation graphs.