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Canadian Government and Politics

2023· reference-entry· en· W4387937116 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenuePolitical Science · 2023
Typereference-entry
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsLegislaturePublic administrationFederalismPolitical sciencePoliticsConstitutionHouse of CommonsLiberal PartyLegislative assemblyGovernment (linguistics)DemocracyFederalistLawParliament

Abstract

fetched live from OpenAlex

Canada is a federation established in 1867. Originally designed to have a very powerful federal government, Canada is now one of the most decentralized federations in the world. Provinces have significant constitutionally assigned exclusive legislative and administrative powers in key policy sectors like health care and education, and they have significant capacity to raise their own revenues. A central piece to Canadian federalism is the equalization program, whose principles are enshrined in the Canadian Constitution and which allows provincial governments to offer public services of comparable quality at a comparable level of taxation by providing payments to provinces whose fiscal capacity falls below a national average. A constitutional monarchy, Canada functions with a Westminster parliamentary system. At the federal level, the legislative branch is bicameral, comprising the House of Commons and the Senate. Senators are appointed by the prime minister and, as a result, the Senate suffers from a democratic deficit that effectively prevents it from exercising its full constitutional powers. The Liberal Party of Canada (LPC) has dominated federal politics, forming most governments, with the Conservative Party of Canada (CPC), along with its predecessor, the Progressive-Conservative Party of Canada, being the only other parties that have governed the country. Thanks in large part to the uninominal majoritarian electoral system used both federally and in the ten provinces, governments in Canada usually involve one party commanding a parliamentary majority, although minority governments at the federal level have been a more frequent occurrence in the twenty-first century. Party discipline in Canada is among the strongest in the world, which facilitates the formation of stable governments but represents a significant obstacle for members of Parliament seeking to represent their constituents. Canada’s foundational cleavage is between English and French speakers, which is reflected in official bilingualism, legislated in 1969. This cleavage is still, in its modern form, at the center of Canadian politics, as Quebec, the only province with a majority of French speakers, has a powerful nationalist movement and has long sought changes to the Canadian Constitution in a way that would recognize its distinctiveness. Canada is a settler society, and Indigenous peoples, who have endured a long history of colonialism, put forth claims related to territorial rights and self-determination. Beginning with the Royal Proclamation of 1763, which stipulated that all land was Indigenous until ceded through treaties, the legitimate instrument for managing the territorial relationship between Indigenous peoples and the state has been treaties (first, the so-called numbered treaties, and since 1975, the “modern treaties”). Canada is widely known for its multiculturalism policy, formulated in 1971, which encourages Canadians from different backgrounds to retain their cultural identities. Central to Canadian politics is a Charter of Rights and Freedoms, which serves as a legal basis for Canadians to put forth rights claims. The Charter of Rights and Freedoms has helped, to varying degrees, different minorities (gender, sexual orientation, racial, Indigenous peoples) struggle for equality and against discrimination.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.803
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.006
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.025
GPT teacher head0.279
Teacher spread0.254 · 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