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Exploring Resilience in Social-Ecological Systems Through Comparative Studies and Theory Development: Introduction to the Special Issue

2006· article· en· 378 citations· W2552204916 on OpenAlex· 10.5751/es-01573-110112

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 head0.049
GPT teacher head0.271
Teacher spread
0.223 · 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

Walker, B. H., J. M. Anderies, A. P. Kinzig, and P. Ryan. 2006. Exploring resilience in social-ecological systems through comparative studies and theory development: introduction to the special issue. Ecology and Society 11(1): 12. https://doi.org/10.5751/ES-01573-110112

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
Land Use and Ecosystem Services
Field
Environmental Science
Canadian institutions
Funders
Myer FoundationJames S. McDonnell Foundation
Keywords
Ecological systems theoryResilience (materials science)EcologySociologyPsychological resilienceSocial ecologyGeographyEnvironmental resource managementPolitical scienceBiologyPsychologyEconomicsSocial psychology
Has abstract in OpenAlex
yes