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Record W2162727364 · doi:10.3138/cjls.26.3.613

Accessing Democracy: The Critical Relationship between Academics and the Access to Information Act

2011· article· en· W2162727364 on OpenAlexaffabout
Vincent Kazmierski

Bibliographic record

VenueCanadian Journal of Law and Society / Revue Canadienne Droit et Société · 2011
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsCarleton University
Fundersnot available
KeywordsLegislatureGovernment (linguistics)ParliamentFreedom of informationLegislationPolitical scienceDemocracyPublic administrationGlobePoliticsAccess to informationInformation accessPublic relationsBusinessLawMedicine

Abstract

fetched live from OpenAlex

Parliament recognized the fundamental importance of protecting access to government information when it enacted the federal Access to Information Act. When the Act came into force on Canada Day 1983, Canada was just one of a handful of countries to have legislative protection of access to government information. Now, 27 years later, over 80 countries across the globe have enacted some form of access to information legislation. Although the world has followed Canada's lead in recognizing the importance of protecting access to government information, Canada has “fallen behind” (to borrow the descriptor used by journalist and author Stanley Tromp) and may even be “backsliding” (in the words of Laura Neuman of the Carter Center). What has gone wrong with the federal access regime? Why should legal studies scholars care? I address these questions in this article. I start by outlining the symbiotic role between academics and access to government information. I then identify three key factors that have contributed to the decline of the federal access regime: administrative resistance, legislative degeneration, and political indifference. Finally, I close by briefly discussing three ways in which scholars can continue to work to protect and promote access to information in Canada. Academics and Access Academics took the lead in advocating for access to government information in the 1960s and 1970s in Canada. One of the earliest advocates was Donald C. Rowat, a professor of Political Science at Carleton University. In a 1965 article entitled “How Much Administrative Secrecy?”, he summarized the key arguments in favour of protecting access to government information, writing Parliament and the public cannot hope to call the government to account without an adequate knowledge of what is going on; nor can they hope to participate in the decision-making process and contribute their talents to the formation of policy and legislation if that process is hidden from view.

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)0.025
metaresearch head score (Gemma)0.049
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.972
Threshold uncertainty score0.389

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0250.049
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.006
Science and technology studies0.0420.138
Scholarly communication0.0280.020
Open science0.0020.011
Research integrity0.0090.017
Insufficient payload (model declined to judge)0.0040.000

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 head0.103
GPT teacher head0.378
Teacher spread0.274 · 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.

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
Published2011
Admission routes2
Has abstractyes

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Same venueCanadian Journal of Law and Society / Revue Canadienne Droit et SociétéSame topicLegal Education and Practice InnovationsFrench-language works237,207