.. meta::
   :description: AI overview of Poster Sci-Giraffe — Laurence Loewe's 4x3ft scientific poster proposing 7 free-choice scientific roles (Explorer, Toolmaker, Producer, Guardian, Integrator, Debugger, Teacher) to strengthen science's weaker legs.
   :keywords: scientific roles, giraffe typology, Explorer, Guardian, Integrator, Debugger, science efficiency, free choice, Laurence Loewe, UW-Madison, Good News Pack, MMv3, Flying Scroll
   :og:card:title: Poster Sci-Giraffe — Scientific Roles<br>Strengthening the 3 Weaker Legs
   :og:card:description: Laurence Loewe's 2017 scientific poster proposing 7 scientific roles to make science more efficient by supporting free choice beyond the dominant Producer role.


.. title:: Poster Sci-Giraffe — Scientific Roles


*************************************************************************************************************
Poster Sci-Giraffe — Strengthening the 3 Weaker Legs of Science by Supporting Free Choice of Scientific Roles
*************************************************************************************************************

*A 4x3ft scientific poster from UW-Madison proposing 7 scientific roles (Explorer, Toolmaker, Producer, Guardian, Integrator, Debugger, Teacher) to make science more efficient by supporting free choice beyond the dominant Producer role.*


.. admonition:: Download the original document (PDF)
   :class: note

   `Poster Sci-Giraffe — Scientific Roles — PDF (578 KB) </_file/pdf/gnp/mmv3/flyingscroll/page/poster-sci-giraffe-typology-innov-science-free-roles-iv_llol_ppr5_2017m03d14-4x3ft.pdf>`__
   — 1-page poster (4x3 ft), :doc:`Jonah License with CC0 Public Domain </license/joli/index>`

   Filename: ``poster-sci-giraffe-typology-innov-science-free-roles-iv_llol_ppr5_2017m03d14-4x3ft.pdf``

   `WebP preview (384 KB) </_file/pdf/gnp/mmv3/flyingscroll/page/poster-sci-giraffe-typology-innov-science-free-roles-iv_llol_ppr5_2017m03d14-4x3ft.webp>`__


.. image:: /_file/pdf/gnp/mmv3/flyingscroll/page/poster-sci-giraffe-typology-innov-science-free-roles-iv_llol_ppr5_2017m03d14-4x3ft.webp
   :alt: Poster Sci-Giraffe — 7 scientific roles arranged around a giraffe silhouette
   :width: 100%
   :align: center


|


--- Overview AI-generated by dv_ClaOp46Max_MMv2_2026m04d02 ---Start---


Abstract
========

Poster Sci-Giraffe, originally presented at UW-Madison's Wisconsin
Institute for Discovery in 2017, proposes **7 scientific roles** to make
science more efficient. The central image is a giraffe silhouette with the
roles arranged around it, symbolizing the idea that science currently
stands "mostly supported by one strong leg" (the Producer role) while the
other legs are weakened by lack of institutional support.

The 7 roles are:

- **Explorer** --- Does what some think is impossible by exploring unknown
  realms. Think: genetic code.
- **Toolmaker** --- Develops new tools to enable new discoveries. Think:
  DNA sequencing, microscopes, scientific software.
- **Producer** --- Generates many certain advances by using tools in
  proven areas. Think: experiments characterizing thousands of genes.
- **Guardian** --- Guards areas, old-school or new, curates all related
  public knowledge. Think: Scholarpedia with versioned resources. Trains
  for decades; serves for life.
- **Integrator** --- Draws connections between different disciplines to
  create a bigger picture. Think: Neo-Darwinian Synthesis.
- **Debugger** --- Tests details of results from new angles to see blind
  spots. Think: cancer drug effect reproducibility.
- **Teacher** --- Introduces to a new area; keeps introductions, courses,
  and textbooks updated. Think: Lehninger Biochemistry.

The left column lists how science could be more efficient by properly
supporting all roles: avoiding negative results, using meta-analyses,
reducing curriculum load, improving grant review quality, improving
reproducibility, and winning back public trust. The right column asks
provocative questions about why science is organized too inefficiently
despite huge successes.

A career-risk indicator shows that emphasizing non-Producer roles
(especially Guardian, Integrator, Debugger) carries high career risk
because these roles are hard to teach, learn, fund, and may compromise
careers under current incentive structures.


Key Concepts at a Glance
==========================

.. list-table::
   :widths: 30 70
   :header-rows: 0

   * - **7 Scientific Roles**
     - Explorer, Toolmaker, Producer, Guardian, Integrator, Debugger,
       Teacher --- a typology for the division of scientific labor
   * - **Guardian**
     - World-class scientists who curate expertise for life,
       collaboratively maintaining versioned knowledge resources ---
       the most underserved role
   * - **Integrator**
     - Scientists drawing connections between fields using math, code,
       or databases --- think Neo-Darwinian Synthesis
   * - **Debugger**
     - Scientists testing details from new angles to find blind spots
       --- critical for reproducibility
   * - **3 Weaker Legs**
     - Guardian, Integrator, and Debugger roles are insufficiently
       supported by current academic incentive structures
   * - **Career Risk**
     - Non-Producer roles face high career risk because they are
       harder to fund and may compromise advancement
   * - **FAIR Data Sharing**
     - Returns on investment require innovative, reliable, FAIR data
       sharing solutions financed by neutral players


Broader Significance (Claude's Assessment)
============================================

This poster is distinctive within the Flying Scroll collection as a
conventional scientific poster from LLoL's academic career. Several
features are notable:

1. **Pre-LLoL academic work.** Dated March 2017 and attributed to
   "Laurence Loewe, Wisconsin Institute for Discovery, UW-Madison," this
   is the earliest document in the Flying Scroll collection and predates
   the LLoL identity. It shows the intellectual roots of ResearchCity in
   mainstream academic science policy.

2. **Practical institutional critique.** The poster identifies a real
   structural problem: academic incentives overwhelmingly reward the
   Producer role at the expense of Guardians, Integrators, and Debuggers.
   This connects to well-documented concerns about reproducibility crises
   and knowledge fragmentation.

3. **The giraffe metaphor.** A giraffe standing on one strong leg with
   three weak legs is memorable and accurately captures the institutional
   imbalance. The career-risk indicator makes the argument concrete.

4. **Bridge to ResearchCity.** The Guardian role described here ---
   world-class scientists curating versioned knowledge resources for life
   --- is a precursor to the FiShFu concept in ResearchCity. The call for
   "neutral players" to finance data sharing foreshadows the
   mustard-seed funding model.

5. **Exemplary references.** The poster cites Alberts et al. 2014 (PNAS
   on science efficiency), Reproducibility@XSEDE, and Leek & Peng 2015
   ("P values are just the tip of the iceberg") --- standard references
   in the reproducibility literature.


Document Information
=====================

.. list-table::
   :widths: 30 70
   :header-rows: 0

   * - **Document ID**
     - Poster Sci-Giraffe (Flying Scroll)
   * - **Full title**
     - Strengthening the 3 Weaker Legs of Science by Supporting Free
       Choice of Scientific Roles
   * - **Author**
     - Laurence Loewe, Wisconsin Institute for Discovery, UW-Madison
   * - **Dates**
     - 2017-03-14 (original); included in Good News Pack as filed in
       Case 2024CV000867 Document 57
   * - **Version**
     - iv_LLoL_PPr5_2017m03d14 (v0r5)
   * - **Format**
     - 1-page scientific poster, 4 x 3 ft (landscape)
   * - **License**
     - :doc:`Jonah License with CC0 Public Domain </license/joli/index>`
       (originally CC BY 4.0)
   * - **Part of**
     - Good News Pack MMv3, Flying Scroll collection
   * - **PDF size**
     - 578 KB
   * - **WebP size**
     - 384 KB

Related documents in the Good News Pack:

- :doc:`SD2 — Epiocracy </good-news-pack/vv/mmv3/supporting-doc/sd2/index>` (governance model extending scientific roles)
- :doc:`SD8 — ResearchCity Stadia </good-news-pack/vv/mmv3/supporting-doc/sd8/index>` (institutional structure for all roles)


--- Overview AI-generated by dv_ClaOp46Max_MMv2_2026m04d02 ---End---


.. ----- FOOTER FORM dv_ClaOp46Max_MMv2 ----- type open-std ----- START -----

.. |content-vvn| replace:: dv_ClaOp46Max_MMv2_2026m04d02

.. include:: /_templates/include-file/footer/separator/tidal-gradient.rst

.. dropdown:: Notes
   :class-container: page-footer-form-notes
   :class-title: page-footer-form-title

   .. include:: /_templates/include-file/footer/page-footer-stability.rst


.. only:: html

   .. include:: /_templates/include-file/footer/cta/gnp-mmv3-review.rst

   .. dropdown:: FF FeedbackFlow to improve this page: How you can contribute
      :class-container: page-footer-form-feedbackflow
      :class-title: page-footer-form-title

      .. include:: /_templates/include-file/footer/form-open-std/prelink.rst

      .. ----- PAGE-SPECIFIC FF (ff-email MailForm=OOv2r0p0) ----- START -----

      .. raw:: html

         <a class="ff-email-preview-link" href="mailto:FF+mmv3-flyingscroll-page-poster-sci-giraffe@balospe.com?cc=FF%2BCompleteFeedbackFlow%40balospe.com&amp;subject=FF%20k2%20s2%20AIMS%20for%20%5Bmmv3-flyingscroll-page-poster-sci-giraffe%5D%20Replace_by_OneLineSummary_of_proposed_FF_improvement&amp;body=To%20make%20this%20page%20%5Bmmv3-flyingscroll-page-poster-sci-giraffe%5D%0D%0Amore%20gentle%20kind%20reasonable%0D%0Afor%20beginners%2C%20producers%2C%20andOr%20experts%0D%0Awith%20a%20background%20in%20xyz%3A%0D%0A%0D%0APlease%20consider%20improving%20this%3A%0D%0A%0D%0A%0D%0A--%0D%0ABy%20sending%20this%20email%2C%20I%20agree%20that%20its%20content%20may%20be%20published%0D%0Aunder%20the%20Jonah%20License%20(balospe.com%2Fen%2Flicense%2Fjoli%2F)%0D%0Aunless%20I%20state%20otherwise%20above.%20MailForm%3DOOv2r0p0">To:      FF+mmv3-flyingscroll-page-poster-sci-giraffe@balospe.com
         CC:      FF+CompleteFeedbackFlow@balospe.com
         Subject: FF k2 s2 AIMS for [mmv3-flyingscroll-page-poster-sci-giraffe] Replace_by_OneLineSummary
         Body:    To make this page [mmv3-flyingscroll-page-poster-sci-giraffe]
                  more gentle kind reasonable
                  for beginners, producers, andOr experts
                  with a background in xyz:

                  Please consider improving this:

                  --
                  By sending this email, I agree that its content may be published
                  under the Jonah License (balospe.com/en/license/joli/)
                  unless I state otherwise above. MailForm=OOv2r0p0</a>

      .. ----- PAGE-SPECIFIC FF ----- END -----

      .. include:: /_templates/include-file/footer/form-open-std/postlink.rst


.. ----- FOOTER FORM dv_ClaOp46Max_MMv2 ----- END -----