Why BGPT?
logo

Check Claims Before You Publish

See how your reported results read as versioned evidence records β€” linked to experiments and limitations.Know what the science actually supports before you trust the answer.

Press Enter ↡ to review claims


     Quick Explanation



    Sarahanne M. Field is a credible metascience researcher (OpenAlex h-index 11, ~449 citations, 73 works, University of Groningen/Leiden) whose core contributions are in replication methodology, preregistration trust, open science for qualitative research, and publishing reform . Her PNAS incentive-misalignment paper (~52 citations) is her highest-impact work .


     Long Explanation



    Career Profile and Citation Metrics

    OpenAlex records 73 works, 449 citations, h-index 11 for Sarahanne Field (ORCID 0000-0001-7874-1261), with output accelerating sharply since 2020 (5–15 works/year) and a strong open-access rate . The Semantic Scholar snapshot (h=3, 16 papers) is clearly an incomplete fragment of the same record, illustrating citation-index fragmentation β€” a known blindspot when scoring authors.

    Core Scientific Contributions

    Field's work clusters around four themes: (1) replication methodology β€” a decision framework for when/why to replicate in Collabra (~49 citations) and a large multi-author Royal Society Open Science process paper on replication target selection (~26 citations) ; (2) empirical tests of open-science trust claims β€” a registered report (~51 citations) showing preregistration effects on trust ; (3) philosophy-of-science critique β€” work with Derksen on experimenter objectivity (~30 citations) and tone debate (~31 citations) ; (4) publishing/open-science reform β€” modular publishing, qualitative open science, and the PNAS incentives paper. She also contributed to a Bayesian reanalysis of remdesivir trials (~30 citations) .

    Critical Assessment

    Strengths: first-authored registered reports and preregistered designs demonstrate methodological self-consistency; collaboration networks include leading metascientists (Wagenmakers, Gigerenzer, MunafΓ², Bakker); consistent gold open-access publishing. Weaknesses/blindspots: h-index 11 and per-paper citation counts (~20–52) are modest for a mid-career researcher, indicating niche influence rather than field-shaping impact; much output is commentary/position papers and gray-literature transcripts rather than original empirical datasets; the 1993 obstetrics paper suggests an unusual career trajectory that fragments identity indexing. Evidence quality caveat: citation metrics lag and OpenAlex author disambiguation may merge or split profiles; BGPT infers influence, not causation, from co-authorship patterns.



    Feedback:    

    Updated: September 20, 2026

     BGPT Author Review



    Scientific Quality

    50%

    Solid mid-career metascience researcher (h=11, ~449 citations) with one high-impact PNAS viewpoint and several well-cited first-authored methodological papers, but limited original empirical output and niche-level overall influence. Co-authorship with elite metascientists suggests recognition, not necessarily independent scientific leadership.



    Communication Quality

    70%

    Her papers address practical researcher dilemmas (when to replicate, tone in debate, qualitative open science) in accessible venues; the breadth of co-authored position pieces indicates clear writing. However, much output is commentary rather than data-rich communication.



    Author Novelty

    60%

    Pushed genuinely underexplored angles: replication target selection as a decision process, open science for qualitative research, and researcher subjectivity critiques β€” novel within metascience, though built on an existing reform movement's agenda.



    Scientific Rigor

    70%

    First-authored registered report and preregistered/trust-testing designs show above-average rigor and practice-what-you-preach consistency; scoping-review protocols published prospectively add transparency. Position-heavy portfolio and modest sample-based empirical work temper this.

     Hypothesis Graveyard



    That preregistration reliably increases trust in findings β€” Field's own registered report found the effect was not straightforward, undermining a simple causal story.

     Science Art


    Author Review: Sarahanne M Field Science Art

     Science Movie



    Make a narrated HD Science movie for this answer ($32 per minute)




     Discussion


    Stay current without chasing every paper.

    Know what changed, what holds up, and what remains uncertain. Every Friday. No ads.


    My BGPT