Open Science Journal Finder
Find publisher-neutral journal recommendations based on semantic similarity between your manuscript and recent journal articles published in the last 7 years.
Privacy: this prototype does not intentionally store manuscript text. Match Score estimates scientific fit; it is not a probability of acceptance. Current matching window: OpenAlex works from the last 7 calendar years. DOAJ metadata are used when available to verify APC status, other author charges, waivers, accepted languages and average publication time. NLM Catalog data are used to distinguish PubMed coverage from current MEDLINE indexing. Journal Impact Factor and JCR-related values are checked automatically as recommendation cards come into view when an official source can be reached; manual refresh remains available inside each card. The metric year and source are displayed. This avoids treating third-party metric sites as authoritative sources.
Recommended journals
Glossary & what the terms mean
Terms are grouped by how they help you make a publishing decision. Within each group, concepts are ordered for quick scanning rather than as one long technical list.
1. Choosing and comparing journals
Average publication time
When available from DOAJ, the journal-reported average number of weeks from manuscript submission to publication. Actual review times can differ.
JCR Quartile
A journal's position within a Journal Citation Reports category: Q1 is the top 25%, followed by Q2, Q3 and Q4. Quartiles can differ by category.
JIF — Journal Impact Factor
A Clarivate Journal Citation Reports journal-level citation metric. The tool displays it only when an official journal or publisher page publicly reports it, together with the metric year.
Semantic Match Score
The primary ranking metric. It estimates how strongly the manuscript aligns with recent related literature from a journal using semantic similarity, repeated evidence and recency. It does not predict acceptance.
Topic relevance / overlap
Used for independently discovered budget-friendly or standard/subscription candidates. It measures overlap between the manuscript's OpenAlex topic profile and a journal's topic profile. It is not directly interchangeable with the primary Semantic Match Score.
2. Publication cost & access
APC — Article Processing Charge
A fee associated with some publishing routes, especially Open Access. A reported APC is not necessarily mandatory if the journal offers another publishing route.
Free to publish
Used only when open metadata explicitly report no APC and no other author charges.
No APC
The journal reports no Article Processing Charge. Other optional or exceptional author charges may still exist and are shown separately when known.
No publication fee
For a standard or subscription route, the publisher states that no publication fee is charged. This is not automatically identical to completely free publication because other journal-specific charges may exist.
OA — Open Access
Readers can access the published article online without paying. Open Access does not necessarily mean free for authors.
Publisher-verified free route
An official journal or publisher page explicitly states that a conventional subscription or standard route has no publication fee charged to authors.
Publishing model
Describes whether the journal is fully Open Access, subscription, hybrid or another model. The tool avoids guessing when the model cannot be verified.
Subscription / standard route
A conventional publishing route available in some hybrid or subscription journals. It can coexist with an optional author-paid Open Access route.
Waiver / discount
Some journals may waive or reduce an APC for eligible authors, institutions or countries. Eligibility varies by journal.
3. Editorial speed & submission
Decision after review
A distinct publisher-reported decision-after-review metric when a journal makes it public. Many journals do not publish this value.
Independent first-decision time
Crossref, OpenAlex and NLM do not provide journal-level editorial-decision event dates. The tool therefore does not invent a “real” first-decision value.
Observed acceptance → publication
Median days from acceptance to publication when Crossref records contain both dates. It is independent of publisher-reported timing.
Observed publication pattern
An estimate derived from recent Crossref publication dates. It is not an official publisher-declared schedule.
Official publication frequency
The schedule explicitly stated by the journal or publisher, such as monthly, quarterly or continuous publication.
Publisher-reported acceptance → publication
The journal or publisher's stated time from acceptance to publication.
Publisher-reported first decision
The journal or publisher's stated time from submission to the first editorial decision. It is not a probability or guarantee for a specific manuscript.
Publisher-reported submission → acceptance
The time from submission to acceptance when the official journal or publisher page explicitly reports it.
Submission system
The official manuscript-submission page when it can be identified from the journal or publisher website.
4. Indexing & literature databases
DOAJ — Directory of Open Access Journals
A curated directory of peer-reviewed Open Access journals. Metadata can include fees, waivers, languages and publication timing.
MEDLINE
NLM's curated bibliographic database. “Currently indexed” means the journal is presently selected for MEDLINE indexing according to the NLM Catalog.
NLM Catalog
The National Library of Medicine source used to verify PubMed representation and current MEDLINE indexing.
PubMed
A free biomedical and life-science literature search system maintained by the U.S. National Library of Medicine. PubMed presence is not the same as MEDLINE indexing.
Web of Science coverage
Indicates whether the journal appears in a Web of Science Core Collection index such as SCIE, SSCI, AHCI or ESCI. This is separate from JIF and JCR quartile.
5. Citation metrics & verification
2-Year Mean Citedness
An open citation metric from OpenAlex. It is not the Clarivate Journal Impact Factor.
5-Year Journal Impact Factor
A five-year version of the JIF using a longer citation window, which can be more stable in slower-citing fields.
h-index
A citation indicator combining publication output and citation impact. It should not be used alone to judge journal quality.
Official-source verification
JIF/JCR and other publisher-specific values are accepted only from official journal or publisher pages. Browser Run is used only as a retrieval method, not as the source of the metric.