At A Glance

Vendor: Scite
Category: Literature and Research
Where it runs: Web and browser extension
Primary user: Researchers
Regulatory status: Not a regulated device

Raw citation counts have always been a poor quality signal, because a paper cited two hundred times as an example of what not to do counts the same as one cited two hundred times as foundational. Classifying citation intent is a small idea with an outsized effect on how you read a reference list.

Where It Is Used

Checking whether a finding has been replicated or contradicted
Assessing citation context before relying on a paper
Identifying retracted or heavily disputed work

Limitations Worth Knowing

Citation classification is itself a model output and misclassifies, particularly with hedged academic phrasing. Coverage depends on full-text access, so paywalled citing papers may be absent from a profile without that absence being visible.

This tool is not an FDA-cleared medical device. Nothing here is a procurement recommendation, and product capabilities in this category change quickly ... confirm current functionality, data handling, and contractual terms directly with the vendor.