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Record W4366221867 · doi:10.5751/es-13795-280203

Conservation at a crossroads: governing by global targets, innovative financing, and techno-optimism or radical reform?

2023· article· en· W4366221867 on OpenAlexvenueno aff
Catherine Corson, Lisa M. Campbell

Bibliographic record

VenueEcology and Society · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicConservation, Biodiversity, and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousConvention on Biological DiversityMarine conservationConservation psychologyCorporate governanceSustainabilityPoliticsPolitical scienceEnvironmental resource managementEnvironmental planningSociologyBusinessBiodiversityEconomicsEcologyGeography

Abstract

fetched live from OpenAlex

Biodiversity conservation is at a crossroads. A number of trends are converging with the potential to transform our understanding of nature and how we conserve it. First, conservation policy makers are advocating increasingly ambitious global biodiversity targets, such as the agreement to protect 30% of terrestrial, inland water, and of coast and marine areas by 2030 made at the December 2022 Conference of the Parties to the Convention on Biological Diversity. Second, recognizing that governments do not have sufficient resources to reach these ambitious targets, they are turning to private finance and innovative financing mechanisms for help. Third, technological advances are enabling new ways of surveilling people, species, and ecosystems, measuring conservation outcomes, and targeting funding. Finally, long-standing concerns over the alienation of Indigenous Peoples and local communities from land and resources, and the colonial legacy of conservation, have been amplified by widespread contemporary awareness of racism more generally. Nascent critiques of conservation are incorporating but also moving beyond calls for participatory or rights-based approaches to conservation to push for the complete decolonization of conservation, alternatives to capitalist approaches to conservation, and other radical reforms. Collectively, these shifts are both reinforcing traditional conservation practice and power relationships and opening up space to expand understandings of collaborative management, environmental caretaking, and sustainable livelihoods and dramatically reform conservation. In this article, we draw on decades of research studying conservation governance in sites that range from villages to international meetings in order to examine this critical historical moment in conservation politics. We argue that conservation is at an ontological and epistemic moment during which the meaning of biodiversity, how to know it, how to conserve it, and who should conserve it is being fundamentally transformed. As transnational movements seek to transform our political economic system and to decolonize conservation, the consolidation of elite power among actors in finance, technology, governments, and big nongovernmental organizations abstracts conservation from localized contexts, drawing attention away from ensuring effective conservation on the ground and failing to challenge the root causes of biodiversity loss. Thus, continued vigilance is needed to keep equity, rights, justice, and livelihoods at the forefront of conservation.

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.

How this classification was reachedexpand

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.021
Threshold uncertainty score0.544

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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.001
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 head0.009
GPT teacher head0.216
Teacher spread0.208 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations20
Published2023
Admission routes1
Has abstractyes

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