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Assess an author's data and outputs

See the raw experimental evidence behind an author's publications and reproducibility signals.







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     Quick Explanation



    Author Review: Dandan Wei β€” Quick conclusion

    I cannot confidently locate or disambiguate an OpenAlex / bibliometric record for an author named "Dandan Wei" in the provided dataset, so a rigorous, evidence-based author-level critique is not possible without (A) a unique author identifier (ORCID / OpenAlex ID / Scopus ID) or (B) a list of Dandan Wei's publications. Please provide one of those and I will run a full, data-driven author review (citations, citation metrics, visualizations, and critique).




     Long Explanation



    Author Review β€” Dandan Wei (requested)

    Visual summary

    No uniquely-identifying bibliometric record for "Dandan Wei" was provided in the input. I therefore cannot compute citation counts, h-index, publication timeline, or plot publication/citation graphs for that specific name without further disambiguating information (ORCID, OpenAlex ID, or a curated publication list). Below I show (1) what I attempted, (2) structured requests for the minimal identifiers needed, and (3) reproducible next steps and actions (buttons) to run an automated author-level analysis.

    Search attempt & why it failed

    1. Input dataset included an OpenAlex search snippet (various author matches for the query "Dandan Wei") but did not include a clear OpenAlex author ID or matching author record for a person named exactly "Dandan Wei".
    2. Multiple similarly-named authors (e.g., authors with surname Wei, given name variants) appear in example OpenAlex output; name collisions are common and bibliometric disambiguation requires ORCID/OpenAlex ID or a curated publication list to avoid conflating different researchers.
    3. Because author-level metrics and paper-level evidence require exact mapping, producing scores or visualizations now would be speculative and unreliable.

    What I need from you (minimum to run a robust review)

    • ORCID (preferred) or OpenAlex author ID for Dandan Wei;
    • OR a list (CSV or pasted) of Dandan Wei's published DOIs or PubMed IDs (minimum 5–10 items to allow meaningful metrics);
    • Optionally: institutional affiliation(s) and a CV if you want qualitative context (grants, student supervision).

    If you click the automated analysis button

    I will: (A) resolve name disambiguation via OpenAlex/ORCID, (B) fetch all works (DOIs, years, journal), (C) compute citation timeline, h-index, top-cited works, topical profile (MeSH/concepts), and (D) produce Plotly graphs (publication count by year, citations by year, top journals, co-author network) with full inline citations to each sourced paper.

    Example of the exact, fully-cited outputs you'll get (once a unique author id/list is supplied)

    • Publication timeline plot (Plotly): publications/year with clickable DOIs for each point (all sourced and cited);
    • Top-cited works table (DataTables.js) with DOI, year, journal, citations β€” fully sourced;
    • Topic composition pie/bar chart (OpenAlex concepts or MeSH mapping) showing research domains weighted by paper counts;
    • Critical appraisal: reproducibility flags (e.g., sample sizes, pre-registration, data availability), conflicts-of-interest notes, common methodological biases detected across the author’s corpus, and suggestions to improve rigor.

    Immediate, practical next steps

    1. Provide ORCID or OpenAlex ID for Dandan Wei (fastest, most robust).
    2. Or paste a list of DOIs / PMIDs / paper titles authored by Dandan Wei.
    3. Click the "Run AI Scientist Analysis" button to let me fetch papers, compute metrics, and produce the full visual author review with inline scientific citations.


    Feedback:   

    Updated: March 17, 2026

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