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Record W4406703077 · doi:10.1080/08263663.2024.2444227

Preservation and path dependencies: a historical institutionalist analysis of the development of national parks in Brazil

2025· article· en· W4406703077 on OpenAlexaff
Fabrício Scarpeta Matheus, John Shultis

Bibliographic record

VenueCanadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbes · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicConservation, Biodiversity, and Resource Management
Canadian institutionsUniversity of Northern British Columbia
Fundersnot available
KeywordsNew institutionalismPath (computing)Path dependencyPath dependenceRegional sciencePolitical scienceGeographyEconomic geographyEconomicsLawComputer scienceNeoclassical economics

Abstract

fetched live from OpenAlex

National parks and other protected areas have evolved in most nations, and often reflect idiosyncratic histories and characteristics of each nation. Adopting a historical institutionalist approach, this paper aims to understand the contextual aspects that led to the creation and development of the Brazilian national park system, focusing on political, economic, social and cultural conditions. The analysis identifies the periods of stability in national park management and the internal and external factors that led to institutional change in Brazil. The key findings highlight eight critical path dependencies that have emerged throughout the history of Brazil’s national park creation and management. The path dependencies are related to the original extractivist development model and colonial nature of the country, undefined land tenure, the preservationist perspective, the lack of a relationship between society and protected areas, limited participation, underfunding and understaffing, dependence on external funding and the new focus on concessions. We argue these key path dependencies continue to shape the management of national parks in Brazil.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score0.140

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0020.004
Scholarly communication0.0030.003
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.034
GPT teacher head0.250
Teacher spread0.216 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations2
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal of Latin American and Caribbean Studies / Revue canadienne des études latino-américaines et caraïbesSame topicConservation, Biodiversity, and Resource ManagementFrench-language works237,207