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Record W4409864204 · doi:10.3389/fmars.2025.1446357

Unveiling arguments on national system reforms of marine protected areas by extractive marine users in three maritime countries

2025· article· en· W4409864204 on OpenAlexaboutno aff
Takafumi Ohsawa

Bibliographic record

VenueFrontiers in Marine Science · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicInternational Maritime Law Issues
Canadian institutionsnot available
Fundersnot available
KeywordsMarine protected areaMarine conservationFisheryEnvironmental resource managementGeographyEnvironmental protectionOceanographyBusinessEnvironmental scienceEcologyBiologyGeology

Abstract

fetched live from OpenAlex

All coastal states are expected to establish marine protected areas (MPAs) in line with international targets. For most, this will mean a radical increase in the amount of marine area protected in this way. In order to achieve effective MPAs, the opinions of stakeholders must be carefully considered. This article examines the views of marine extractive users (people engaged in fishery and mining industries) in three coastal countries, the United Kingdom, Canada, and New Zealand, using public comments submitted in response to recent proposals for new MPAs. Specifically, I focus on practically ideal size, duration, required information for regulation, burden of proof and post-designation monitoring of MPAs. Therefore, the gathered material was analyzed to capture views on four issues: 1) to what extents MPAs should target geographical and time scale?; 2) to what extents MPAs should conserve objects and regulate activities based on limited evidence?; 3) who should bear the burden of proof with respect to the environmental impact of regulated activities?; and 4) who and how monitoring and research on ecosystems should be done in MPAs? The study finds that some extractive users oppose the large geographic/temporal scales of MPAs especially when these are based on the application of the precautionary approach. Others accepted these but use them to argue that their own activities are environmentally insignificant. Further, the arguments of some extractive users in favor of their industrial use of MPAs are also considered. These views were commonly found across all three countries, indicating that users in countries committed to the MPA project hold views that challenge this commitment. These findings suggest that challenges to the achievement of MPA targets lie ahead but also suggest new avenues of research and potential solutions. The paper makes six proposals for adjusting the application of the precautionary approach and related targets and regulations. In all cases, my results reinforce the importance of dialogue with marine extractive users for effective MPA reforms at the national and international levels.

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)0.022
metaresearch head score (Gemma)0.030
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.042
Threshold uncertainty score0.119

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.030
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0070.020
Scholarly communication0.0080.005
Open science0.0010.006
Research integrity0.0050.004
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 head0.004
GPT teacher head0.229
Teacher spread0.225 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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