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Record W1980132057 · doi:10.1177/002070200405900404

Multilateral Cooperation and Peace and Security

2004· article· en· W1980132057 on OpenAlexaboutno aff
Paul Heinbecker

Bibliographic record

VenueInternational Journal Canada s Journal of Global Policy Analysis · 2004
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsMultilateralismHegemonyForeign policyPower (physics)Political scienceEmpireSecurity interestUnilateralismPolitical economyLawPoliticsInternational tradeSociologyEconomics

Abstract

fetched live from OpenAlex

MULTILATERALISM IN AN AGE OF EMPIREThe case for Canada persevering with multilateral system, in face of American disposition to act unilaterally, can be made in four points, as follows:* US is undoubtedly most powerful country ever seen and will remain so for any reasonably foreseeable future, but most Americans are little interested in empire or even domination and, in any case, as is evident in Iraq, US power does not create its own reality;* Canada should cooperate actively in defence of North America but should take care not to further identify itself with an American foreign policy that is estranging US from much of rest of world and endangering Americans in process;* multilateral cooperation will continue because there is no satisfactory alternative; and,* multilateral system, nevertheless, needs both renovation and innovation and promoting such reform ought to be major Canadian foreign policy priority.THE UNITED STATES: EMPIRE, HEGEMON, OR WHAT?To discuss multilateral reform it is necessary also to discuss US attitudes and policies that affect that reform. A fundamental question at beginning of this new century, in wake of 9/11, is whether US will be with international community or against it. Will other countries be able to work with United States in larger, common interest, or have to work around it? Will United States be subject of multilateral cooperation or object of it (not in sense of facing coalitions that will seek to balance American power, although that, too, is imaginable if United States were further to ignore international law and to show no decent respect to opinions of mankind)?1 We live in an increasingly globalized, integrated, interdependent world that requires cooperative management to function effectively and no single country, not even United States, has capability to run alone even if it wants to. Happily, notwithstanding aspirations of few hard-headed, soft-handed Washington consultants and commentators, misplaced Canadian speech writers, and other vicarious imperialists, there is scant evidence that most Americans want to.While empire debate is back, mostly among academics, it is difficult to make argument persuasively that US is an empire in any conventional meaning of word, i.e., a large state or group of states under single sovereign.2 Since UN charter proscribed the threat or use of force against territorial integrity or political independence of any state,3 and since last vestiges of colonialism largely disappeared in 1950s and 1960s, few countries have even contemplated conquest of others and still fewer have attempted it, although admittedly some might argue that that is what happened in Iraq.Most basically, if America is an empire, who are its subjects, and why are they not obeying? The extent of cooperation with US in war in Iraq, or its aftermath, is hardly consistent with coercive imperial power. Although Canada is arguably most likely candidate for domination (more than 80 percent dependent on US market for its prosperity, as doom-and-gloom, trade-policy-is-foreign-policy, integrate-or-die school never tires of reminding Canadians), it never felt coerced to sign up for war.Whatever outcome of ongoing contest over levers of American policy, power of American liberal values and scope and speed of modern communications preclude kind of brutality used to build empires in past. Tactics used by British to subdue and control Mesopotamia, for example, would not be tolerated today in Iraq by American public or anyone else.4 There was no CNN or BBC World Report or al Jazeera in 1920s. Consider global-not least American-outrage over Abu Ghraib or American decision not to destroy Fallujah and Najaf. Nor would even British objectives in Mesopotamia-economic self-aggrandizement-be acceptable these days by much more aware and integrated international community. …

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)0.003
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 score0.969
Threshold uncertainty score0.780

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0100.031
Scholarly communication0.0120.006
Open science0.0010.008
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0070.000

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 head0.006
GPT teacher head0.302
Teacher spread0.296 · 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

Citations2
Published2004
Admission routes1
Has abstractyes

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