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The Politics of Reflexive Governance: Challenges for Designing Adaptive Management and Transition Management

2011· article· en· 445 citations· W2243673883 on OpenAlex· 10.5751/es-04051-160209

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 head0.035
GPT teacher head0.225
Teacher spread
0.190 · 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

Voß, J., and B. Bornemann. 2011. The politics of reflexive governance: challenges for designing adaptive management and transition management. Ecology and Society 16(2): 9. https://doi.org/10.5751/ES-04051-160209

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
Management and Organizational Studies
Field
Business, Management and Accounting
Canadian institutions
Funders
Keywords
ReflexivityTransition management (governance)PoliticsCorporate governanceAdaptive managementPolitical scienceEnvironmental resource managementBusinessSociologyManagementSocial scienceEconomicsLaw
Has abstract in OpenAlex
yes