OpenUCEM

Publication analysis

Analyze a publication

Document economic observations and research findings with their populations, constructions, source passages and unresolved details.

Publication analysis requires JavaScript.

Choose your publication source

Paste an HTTPS publication or PDF URL, or use + to attach a document. PDF, HTML or UTF-8 text · up to 8 MiB · PDFs up to 100 pages · up to 24 selected findings. Larger sources are refused rather than silently truncated.

Analysis sends the admitted document content to Gemini. Source bytes are held for this request; download your record to keep the findings and processing receipt.

01 / Source

Provide a publication URL or attach a document.

Document identity and inspected coverage appear here.

02 / Findings

Submit a source to propose economic findings.

Reported values, constructions and unresolved fields remain together.

03 / Source passages

Supporting passages appear alongside the selected finding.

Source-location checks do not establish economic validity.

Finding documentation

Original expressions and units, outcome and comparison roles, populations and samples, time bases, estimators and normalization, uncertainty, source locations, conflicting alternatives and explicit unknowns.

Publication pages may contain only abstracts. For the full paper, use its direct PDF URL or upload the PDF. A matching quotation establishes a location, not the truth or causal meaning of a finding.

Read the research requirements