alterlab-scholar-eval

You can evaluate academic writing using a structured rubric by applying the ScholarEval framework to score manuscripts across eight dimensions, generating weighted scores and detailed reports for revisions and publication decisions.

The best way to generate a structured research evaluation report is using the ScholarEval workflow, which calculates weighted scores across core dimensions like methodology and analysis, then outputs visualizations and feedback for scholarly work.

Yes, you can use rubrics to assess conference abstracts and literature reviews. The framework evaluates multiple scholarly formats, applying dimension-based criteria to deliver transparent scoring and structured feedback for each document type.

Weighted scoring for research paper evaluation works by calculating scores across eight core areas including problem formulation, methodology, and citations. The calculation tool processes these dimensions to produce a final overall rating and structured feedback.

Yes, scholarly evaluation requires accessing the evaluation framework file stored in the references directory. The Skill uses this framework alongside a score calculation script to apply rubric criteria and generate the final assessment report.

Rubric-based scholarly evaluation covers eight dimensions: problem formulation, literature review, methodology, data collection, analysis, results, writing, and citations. Each area receives weighted scores to identify strengths and areas for improvement.