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Record W244596371 · doi:10.3138/jcs.37.1.5

Experiments in Economics and Identity

2002· article· en· W244596371 on OpenAlexvenueaboutno aff
Stephen Bocking

Bibliographic record

VenueJournal of Canadian Studies · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsYesterdaySummitPoliticsFutures contractFisheryPolitical scienceLawEconomicsGeography

Abstract

fetched live from OpenAlex

Yesterday my son added apple cider vinegar to the family grocery list - soaked in a bandana it affords protection against tear gas. He and other young activists, gathering in Ottawa and elsewhere to demonstrate against the June 2002 summit of industrialized world leaders in Kananaskis, Alberta, have grown up assuming that political expression entails a risk of violent response from authority. They also, intuitively at least, see no distinction between economic and social issues: liberalized trade goes to the heart of domestic policy, including the capacity of individuals and communities to determine their futures. In Canada,one legacy of this capacity is a history of diverse efforts - in a sense, experiments - by communities and regions to achieve economic security. This issue of the Journal of Canadian Studies begins with three articles that examine several such efforts in Atlantic Canada. For many centuries, as Russet Barsh explains, the Mikmaq people of the maritime region harvested ocean resources (mammals, fish, shellfish). They were governed by the ethic of netukulimk: roughly, to take only what you need. This ethic, and the allocation of hunting territories, likely ensured, at least in the absence of European competition, that resources would not be depleted. Today, however, commercial fisheries have damaged many stocks, and there is conflict between the federal Department of Fisheries and Oceans and the Mikmaq. Barsh argues that it is time to consider a new regime for conserving the Atlantic fisheries, drawing on Mikmaq experience, and devolving some management authority to communities and ports. In the 1930s the Antigonish Movement in Nova Scotia began as a practical expression of the inseparability of community solidarity and economic security. Movement leaders, like Moses Coady, saw community co-operatives as the basis for a middle way between capitalism and socialism. But Scott MacAulay argues that, in practice, the movement leaned far closer to capitalism. Coady and others defined economic democracy fairly narrowly: in terms of people as consumers, rather than as workers. While giving people more power over their lives, co-operatives would, it was hoped, forestall the radicalism of communism, and its inherent risk to private property and the capitalist system. Essentially supportive of capitalism, the movement failed to provide an alternative to it. Stephen Tomblin provides a contemporary perspective on the relations between economics and politics. Across Canada, governments have been urged to respond to the imperatives of globalization and other economic changes by reducing their role in the economy. Newfoundland has responded in varied ways: while Clyde Wells, premier after 1989, embraced an agenda of smaller government and a larger role for market forces, his successor, Brian Tobin, asserted a continuing role for government in fostering economic security. The contrast, according to Tomblin, illustrates how economic arguments, however pervasive, will not necessarily drive political change, particularly within a province wary of discarding traditions of economic intervention by government. In the next article Rod Haddow gives us a broader perspective, by exploring the complex relations between government, business, labour and other interests. These relations have often followed one of two patterns: corporatist, in which business and labour are balanced through close working relations with government; or associational, in which relations between these interests are smaller in scale and more flexible in design. …

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)0.009
metaresearch head score (Gemma)0.017
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 score0.993
Threshold uncertainty score0.067

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.017
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0040.028
Scholarly communication0.0060.010
Open science0.0010.003
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0200.001

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 head0.060
GPT teacher head0.297
Teacher spread0.236 · 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

Citations0
Published2002
Admission routes2
Has abstractyes

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