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Record W6961063345 · doi:10.14288/1.0443801

A study in executive branch noncompliance with law : government secrecy, endangered species protection, and the whitebark pine

2024· article· en· W6961063345 on OpenAlexfundaboutno aff

Bibliographic record

VenueeYLS (Yale Law School) · 2024
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicGenetic Mapping and Diversity in Plants and Animals
Canadian institutionsnot available
FundersDavid Suzuki Foundation
KeywordsSecrecyCabinet (room)Executive branchConfidentialityGovernment (linguistics)Separation of powersEndangered speciesAdversarial systemPublic law

Abstract

fetched live from OpenAlex

The Access to Information Act, Canada’s law for the public accessibility and secrecy of government records, came into force in 1983. The Species at Risk Act, Canada’s law for endangered species protection came into force in 2003. Neither of the two laws have fulfilled their intended goals. This thesis investigates the causes of the ‘slippage’ between these laws as written and as implemented. This thesis compares the decades of implementation of these two laws to the texts of the laws and the intentions of the legislators who wrote them and finds deliberate and routine executive branch noncompliance has been a major cause of the failures of the laws to achieve their intended goals. The research methodology includes the use of records obtained using a request filed under the Access to Information Act relating to Environment and Climate Change Canada’s long delay in preparing a final Recovery Strategy for the endangered Whitebark Pine. These records are used to illustrate the problem of executive branch noncompliance with law. The thesis analyzes why neither the judicial branch nor Canada’s democratic system are able to prevent or stop executive branch noncompliance and argues that Canada’s traditional system of cabinet confidentiality and secret bureaucratic advice to ministers undermines the rule of law and democracy. The thesis calls for recognition of executive branch secrecy and executive branch noncompliance with law as major obstacles to the rule of law and democracy in Canada.

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)0.007
metaresearch head score (Gemma)0.014
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: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.929
Threshold uncertainty score0.380

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.014
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.005
Science and technology studies0.0230.017
Scholarly communication0.0070.004
Open science0.0020.003
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0020.000

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 head0.014
GPT teacher head0.223
Teacher spread0.208 · 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
Published2024
Admission routes2
Has abstractyes

Explore more

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