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Record W2134367023 · doi:10.2753/pin1099-9922110204

Creating a Strong Disclosure-of-Wrongdoing Regime: The Role of the Public Service Integrity Officer of Canada

2009· article· en· W2134367023 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

VenuePublic Integrity · 2009
Typearticle
Languageen
FieldHealth Professions
TopicMedical Malpractice and Liability Issues
Canadian institutionsnot available
Fundersnot available
KeywordsWrongdoingOfficerBusinessService (business)Public serviceAccountingPublic relationsPolitical scienceLawMarketing

Abstract

fetched live from OpenAlex

Abstract Canada enacted the Public Servants Disclosure Protection Act in 2006, nearly a decade after the United Kingdom and its former colonies Australia and New Zealand enacted whistle-blowing legislation, and almost two decades after the United States. Canada's law was unique in its comprehensiveness and in providing access by public servants and private citizens to an independent agent of Parliament, the public service integrity officer, who is exclusively responsible for investigating and resolving allegations of wrongdoing and protecting from reprisal those who make disclosures (with the provision of a tribunal to settle and remedy reprisal complaints not resolved by conciliation). This article is a study of the role of the public service integrity officer in creating a stronger disclosure-of-wrongdoing regime. It documents the impact of four years of advocacy with three different governments that in no small part contributed to a shift from a narrow, policy-based office with limited authority to a broad, legislatively created office with expansive authority. This successful example of knowledge speaking to power fortuitously coincided with the desire of the Liberal Party to use whistle-blowing legislation to blunt the political damage caused by the Sponsorship Scandal and the subsequent interest of the Conservative Party in making the Public Servants Disclosure Protection Act the centerpiece of the Federal Accountability Act to clean up government and restore integrity.

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)0.005
metaresearch head score (Gemma)0.019
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.465
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.019
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0010.000

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 head0.052
GPT teacher head0.363
Teacher spread0.310 · 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