MétaCan
Menu
Back to cohort
Record W3123770762

Environmental Cooperation in the (Partially) Disaggregated State: Lessons from the Security and Prosperity Partnership of North America

2008· article· en· W3123770762 on OpenAlexaboutno aff
Neil Craik, Joseph F.C. DiMento

Bibliographic record

VenueChicago journal of international law · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsProsperityPolitical sciencePoliticsGeneral partnershipGovernment (linguistics)Foreign policySociologyPublic administrationPolitical economyLaw
DOInot available

Abstract

fetched live from OpenAlex

On August 20 and 21, 2007, Canadian Prime Minister Stephen Harper, US President George W. Bush, and Mexican President Felipe Calder6n met in Montebello, Quebec to discuss the Security and Prosperity Partnership of North America ("SPP"), a trilateral initiative that has as its objective enhanced regulatory cooperation between the three North American states in order to improve continental security and regional competitiveness. Despite being described in prosaic terms by government officials and industry supporters as a primarily technical exercise, the SPP has attracted trenchant criticism across the political spectrum. The SPP has been described variously as "integration by stealth," the creation of a North American "European Union with none of the safeguards on the environment and social rights," and (most floridly) as a "[u]nion that will bury America under more than 100 million, mostly poor Mexicans, and tens of millions of Canadians, used to their lavish social welfare benefits and socialized medicine."3 Still others have dismissed the SPP altogether as a disappointing "much ado about nothing," noting that it is little more than a grocery list of bureaucratic minutiae that ignores the pressing trade and social imperatives affecting the region. And so opens another front in the fight over globalization. From a governance perspective, the SPP appears to adopt on a grand scale what international legal and international relations scholars have identified as a trend towards international regulation through informal arrangements negotiated directly by domestic agencies with their foreign counterparts. In this regard, Anne-Marie Slaughter has written extensively about a "new world order" based on overlapping networks of regulators who seek to coordinate transnational activity and achieve common goals through direct agency-to-agency interactions. In some cases, the form of cooperation is quite minimal, such as sharing information on best regulatory practices or extending notice of regulatory activities to regulators in potentially impacted jurisdictions. However, informal cooperation efforts may evolve into more substantively prescriptive arrangements, such as regulatory harmonization, mutual recognition arrangements, and cooperative enforcement mechanisms. What distinguishes these governance structures from traditional forms of international cooperation is that network arrangements are not negotiated through central agencies such as foreign affairs departments, nor do they revolve around a formally binding treaty. Instead, cooperating regulators directly interact with one another with a view to developing shared guidelines or "frameworks for cooperation" to institutionalize their cooperative efforts. To use Professor Slaughter's phrase, the state as a relevant international actor is increasingly "disaggregating into its separate, functionally distinct parts," as opposed to operating as a single, indivisible unit. [CONT]

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)0.003
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.990
Threshold uncertainty score0.361

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.010
Scholarly communication0.0080.006
Open science0.0010.008
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0050.000

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 head0.022
GPT teacher head0.278
Teacher spread0.256 · 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 designNot applicable
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
Published2008
Admission routes1
Has abstractyes

Explore more

Same venueChicago journal of international lawSame topicCanadian Policy and GovernanceFrench-language works237,207