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Epistemological Pluralism: Reorganizing Interdisciplinary Research

2008· article· en· 531 citations· W1511560192 on OpenAlex· 10.5751/es-02671-130246

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian venueIt was published in a Canadian venue.

No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Opus teacher head0.206
GPT teacher head0.471
Teacher spread
0.264 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

Miller, T. R., T. D. Baird, C. M. Littlefield, G. Kofinas, F. Chapin, III, and C. L. Redman. 2008. Epistemological pluralism: reorganizing interdisciplinary research. Ecology and Society 13(2): 46. https://doi.org/10.5751/ES-02671-130246

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

The record

Venue
Ecology and Society
Topic
Interdisciplinary Research and Collaboration
Field
Decision Sciences
Canadian institutions
Funders
Carolina Population Center, University of North Carolina at Chapel HillArizona State UniversityUniversity of Wisconsin-MadisonUniversity of North Carolina at Chapel HillNational Science Foundation
Keywords
Pluralism (philosophy)EpistemologySociologyTransdisciplinarityPolitical scienceEnvironmental ethicsEnvironmental resource managementSocial sciencePhilosophyEconomics
Has abstract in OpenAlex
yes