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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 summary β€” limited identification

    OpenAlex query returned no identifiable author record for the phrase "David Baker Create Graphs of Productivity" (no top author found), so quantitative citation metrics could not be computed directly from OpenAlex for that query. The only provided research data is a single review paper (ubiquitin small molecules) β€” I visualize what is present and what is missing below.

    Source used for available research: a Biochemical Society Transactions review (DOI 10.1042/bst20190535) which discusses small molecules targeting the ubiquitin system.




     Long Explanation



    Author Review β€” "David Baker Create Graphs of Productivity" (evidence-limited)

    Visual-first summary: available primary input contains no author-level bibliometrics and only one cited review paper; therefore this review focuses on (A) what can be measured from the provided dataset, (B) identification/metric gaps, and (C) specific recommendations and next steps to produce robust productivity graphs for any named author.

    Figure 1 β€” Data availability snapshot (bar)

    Figure 2 β€” What the single provided paper contains (pie)

    Evidence snapshot (text + citation)

    Provided paper (used in this review):

    The supplied paper is a narrative review titled "Small molecules that target the ubiquitin system" which summarizes discovery methods and translational challenges; it does not provide underlying primary datasets or author-productivity metadata suitable for plotting author output over time.

    Interpretation β€” what we can and cannot conclude

    • What we can say (evidence-backed): The dataset you supplied contains one review paper focused on ubiquitin small molecules; the paper is not an author-level bibliometric source and lacks raw publication counts, so it cannot be used alone to create a robust productivity graph for any author ().
    • What we cannot say: Any numeric claim about "David Baker" publication rate, citation profile, h-index, or productivity over time β€” because OpenAlex returned no matching author for the provided query and no per-author bibliometrics were supplied.

    Recommended minimal dataset to create rigorous productivity graphs

    1. Author disambiguated identifier (ORCID, OpenAlex ID, Scopus Author ID or Web of Science ResearcherID).
    2. Full list of publications (title, DOI, year) for the author.
    3. Per-paper citation counts (from a consistent source and date-stamped).
    4. Optional: per-paper raw data links, contribution statements, and coauthor counts for per-year workload normalization.

    Operational next steps (click to run automated analysis)

    If you provide an author identifier (ORCID or exact OpenAlex author ID) or allow an automated lookup, I can fetch publication lists, citation trends, coauthorship networks, and produce high-resolution Plotly graphs (publications per year, citations per year, coauthor degree centrality, topic clusters) with reproducible code and raw-data links.

    Confidence and limitations

    Because the query returned no disambiguated author record and only one review paper was provided, any author-level productivity assessment would be speculative. The correct, evidence-based path is to first obtain an unambiguous author identifier and full publication list. After that, BGPT can produce reproducible productivity graphs and coauthorship analyses.

    Source used (explicit)

    Note: this review is diagnostic β€” it identifies missing inputs and gives the reproducible next steps to create authoritative productivity visualizations. Click "Run AI Scientist Analysis" to let the agent fetch author-level bibliometrics when you supply an identifier or permission for a lookup.



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    Updated: March 17, 2026

     Analysis Wizard



    Fetching and aggregating a disambiguated author's publication list and citations to produce per-year publication and citation time-series for Plotly visualization.



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    Author Review: David Baker Create Graphs of Productivity Science Art

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     Discussion








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