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Consultative Councils in Chile: Participatory or protectionist management of the Fray Jorge National Park?

2022· article· en· W4315563608 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenuePARKS · 2022
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental and Cultural Studies in Latin America and Beyond
Canadian institutionsUniversity of Saskatchewan
FundersUniversity of Saskatchewan
KeywordsProtectionismNational parkPolitical scienceCitizen journalismPublic administrationEnvironmental planningGeographyBusinessArchaeologyInternational tradeLaw

Abstract

fetched live from OpenAlex

In 2001, the Chilean Government created Consultative Councils as part of their national park management strategy.Consultative Councils were designed with three objectives: 1) to generate opportunities for citizen participation with regards to the management, conservation and development of national parks and the surrounding communities; 2) to improve the abilities and opportunities for adjacent communities to protect their ways of living and be acknowledged and valued by society; and 3) to strengthen areas of development in communities and help promote strategic alliances between communities and private and public institutions.We set out to examine whether the Fray Jorge National Park -Consultative Council (FJNP-CC) has achieved these three objectives.Our findings indicated that the FJNP-CC has failed to facilitate community participation in park management (Objective 1) and has done little to improve the abilities and opportunities for adjacent communities to protect their ways of living (Objective 2).However, the FJNP-CC has proven effective at facilitating community access to private and public institutions (Objective 3).Despite achieving only one of its three objectives, the FJNP-CC is still considered by community members and park managers as the best opportunity to manage, if not reconcile, competing interests in the park.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.100
Threshold uncertainty score0.993

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)0.0080.000

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 head0.025
GPT teacher head0.256
Teacher spread0.231 · 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