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Record W589192412

Evolving Environmental Management and Community Engagement at the U.S.-Mexican Border

2014· article· en· W589192412 on OpenAlexaboutno aff
Paul Ganster

Bibliographic record

VenueHokkaido University Collection of Scholarly and Academic Papers (Hokkaido University) · 2014
Typearticle
Languageen
FieldEnvironmental Science
TopicMexican Socioeconomic and Environmental Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsTreatyPolitical scienceAgency (philosophy)CommissionEnvironmental lawPublic participationNegotiationPublic administrationNatural resourceBusinessEnvironmental planningGeographyLawSociology
DOInot available

Abstract

fetched live from OpenAlex

2013 is the 30-year anniversary of the signing of the bilateral U.S.-Mexican La Paz Agreement and the 20-year anniversary of the signing of the North American Free Trade Agreement (NAFTA) by the United States, Mexico, and Canada. These two agreements stimulated the development of new environmental institutions, policies, and actions for the U.S.-Mexican border region. This paper reviews the evolving environmental policies and programs of the shared border region and growing public engagement in environmental management. Border environmental issues include air quality, hazardous waste, solid waste, natural resources, and others that spill across the international boundary. This paper places emphasis on water-related concerns. Treaties of 1906 and 1944 allocated surface waters between the two countries and the 1944 treaty also established an international commission, the International Boundary and Water Commission, in its modern form with the added responsibility to address water sanitation issues. Although the 1983 La Paz Agreement continued the strong central governmental control of border environmental policy and action, it did allow for greater state and local agency participation as well as some non-governmental stakeholder involvement in border environmental policy matters. The process of negotiation and approval of the NAFTA strengthened existing institutions, created new institutions to address border environmental matters, and institutionalized community engagement in border environmental policy development. Although the homeland security imperative created problems for environmental stakeholder cooperation across the border, new and promising initiatives have emerged. This paper analyzes this increasingly collaborative and inclusionary process of environmental management of the U.S.-Mexican border region.

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)0.008
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.028
Threshold uncertainty score0.094

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0200.010
Scholarly communication0.0170.009
Open science0.0020.022
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0060.000

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 head0.010
GPT teacher head0.180
Teacher spread0.170 · 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 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

Citations4
Published2014
Admission routes1
Has abstractyes

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Same venueHokkaido University Collection of Scholarly and Academic Papers (Hokkaido University)Same topicMexican Socioeconomic and Environmental DynamicsFrench-language works237,207