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Record W6927035016 · doi:10.25949/19436348

Situated engagement: a critique of wildlife management and post-colonial discourse

2020· dissertation· en· W6927035016 on OpenAlex

Why this work is in the frame

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

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
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.

Bibliographic record

VenueMacquarie University · 2020
Typedissertation
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMicrobial metabolism and enzyme function
Canadian institutionsnot available
Fundersnot available
KeywordsSituatedWildlifeWildlife managementPluralLimitingAction (physics)

Abstract

fetched live from OpenAlex

A review of the literature informed by fieldwork in Australia, Canada, Zimbabwe, Namibia and South Africa is used as the basis of a critique of wildlife management and post-colonial discourse. It is argued that many of the concepts and practices that dominate wildlife management are firmly embedded in Eurocentric epistemologies that are falsely assumed to be universally applicable. This assumption justifies imposition of concepts and practices such as wildlife, management, conservation, development, co-management, community-based natural resource management and traditional ecological knowledge. Although this informs what is seen as a well-intentioned post-colonial discourse, it in fact masks the reimposition of colonising relationships. Critical discussion of what is meant by 'wildlife' and 'management' identifies the beliefs that underlie the concepts and practices of wildlife management and the way they are internally related to colonising processes. Wildlife management, therefore, is constantly at risk of reinforcing colonising relationships, and limiting imaginaries and realities by straight-jacketing thought and action within a 'hall of mirrors' - within the boundaries set by the Eurocentric belief that things are binarised as either society or nature, human or animal, wild or tame/domestic, and must be either conserved or developed through management. Throughout the thesis, glimpses into multiple knowledges, and experiences of resisting and being, are drawn from fieldwork and literature sources. These glimpses unsettle and challenge the assumed universality of dominant wildlife management approaches, and show that Eurocentric beliefs and practices are neither universal nor all-powerful. Situated engagement is introduced as an approach that addresses both the concepts and practices of wildlife management and the multiple worlds that wildlife management silences, ignores, devalues and undermines. Situated engagement is not a new management framework, but offers an approach to guide interactions in specific material, conceptual and discursive places. Ultimately, the thesis argues that engaging in these situated places meets the challenges of contemporary circumstances by recognising, imagining and realising possibilities that are unimaginable within the hall of mirrors.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.802
Threshold uncertainty score0.807

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

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.

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

Opus teacher head0.005
GPT teacher head0.220
Teacher spread0.214 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it