MétaCan
Menu
Back to cohort
Record W2591971016 · doi:10.1177/0020702017694156

Adam Chapnick and Christopher J. Kukucha, eds. The Harper Era in Canadian Foreign Policy: Parliament, Politics, and Canada’s Global Posture Vancouver

2017· article· en· W2591971016 on OpenAlexaboutno aff
Asa McKercher

Bibliographic record

VenueInternational Journal Canada s Journal of Global Policy Analysis · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsParliamentForeign policyHouse of CommonsPoliticsInternational relationsLawGovernment (linguistics)Political scienceManifestoSociologyPolitical economy

Abstract

fetched live from OpenAlex

Reviewed by: Asa McKercher, McMaster University mckercha@mcmaster.caIn 2011, fresh off his majority election win, Prime Minister Stephen Harper gave an interview to Maclean's in which he reflected on two things: the past five exhausting years of minority government and his newfound appreciation for foreign affairs. Indeed, on the latter topic, he admitted that what now clear to him not just how important foreign affairs/foreign relations is, but in fact that it's become almost everything. There's hardly anything today of any significance that doesn't have a huge international dimension to it, beginning first and foremost with the economy.[1] In The Harper Era in Canadian Foreign Policy: Parliament, Politics, and Canada's Global Posture , Adam Chapnick and Christopher J. Kukucha have gathered together leading scholars--plus a few figures from the real world--who ably analyze the nexus between minority/majority government and Canada's global engagement from 2006 to 2015. The result is an excellent collection of essays on recent Canadian foreign policy.Edited collections are often judged on what binds them together. In the case of The Harper Era , the overall theme is not simply Conservative foreign policy but rather whether that policy influenced by the Conservatives' standing in the House of Commons, or, as the editors ask, Did the shift from minority to majority government have a significant impact on the way that the Conservatives conceived of, developed, and implemented international policy on Canada's behalf? (5). At first blush, this might seem an odd framework for a collection on Harper. After all, both the Conservatives and their opponents portrayed the Harper era as a break from past Canadian foreign policy, what Chapnick elsewhere once termed a diplomatic counter-revolution.[2] Yet as the editors are keen to stress, their problematique is a worthwhile one because the impact of minority/majority governance has been little explored in the literature on Canadian foreign policy. The Harper Era fills this scholarly lacuna. Moreover, many of the contributors look past the parliamentary question to many of the broader issues surrounding the Conservative revolution in foreign policy, including the impact of conservative ideology, the role of other domestic political factors, and the influence of Prime Minister Harper himself.Each contribution focuses on a specific theme or issue and most of the chapters make clear that the Harper government's standing in the House of Commons had little specific influence on policymaking. Rather, the contributors point to a variety of other factors. So, looking at defence spending--a priority item for the Conservatives during their first years in power--David Perry posits that what counted most the government's commitment to austerity measures as well as what seems to be a perennial Canadian penchant to fumble procurement. Michael Manulak, meanwhile, notes that on environmental issues, especially tackling climate change, what mattered not minority standing but the Harper government's commitment to Canadian energy producers, a factor explored in depth by Monica Gattinger. Similarly downplaying the role of minority/majority government in his look at Canada's Israel policy, Chapnick points out that, on this file, Canadian policy was driven primarily by the personal views of Canada's prime minister (106). …

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)0.002
metaresearch head score (Gemma)0.004
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: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.081
Threshold uncertainty score0.585

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.007
Science and technology studies0.0130.007
Scholarly communication0.0110.005
Open science0.0020.002
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0110.003

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 head0.007
GPT teacher head0.289
Teacher spread0.282 · 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
GenreOther

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
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal Canada s Journal of Global Policy AnalysisSame topicCanadian Policy and GovernanceFrench-language works237,207