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Record W1582656234

The Government's Increasing Reliance on — And Abuse of — The Deliberative Process Evidentiary Privilege: '[T]he Last Will Be First'

2013· article· en· W1582656234 on OpenAlexaboutno aff
Edward J. Imwinkelried

Bibliographic record

VenueSSRN Electronic Journal · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicLaw, Rights, and Freedoms
Canadian institutionsnot available
Fundersnot available
KeywordsPrivilege (computing)DoctrineLawPolitical scienceGovernment (linguistics)
DOInot available

Abstract

fetched live from OpenAlex

This article discusses the deliberative process that government entities can invoke to deny citizens and litigants access to documents reflecting the development of public policies.The deliberative process privilege was the last major government privilege recognized by the American. The first case enunciating the doctrine is a 1958 decision of the Court of Claims. Yet, today the doctrine is the most frequently invoked government privilege; it is now the first privilege that government agencies resort to when citizens or opposing litigants want to discover documents chronicling the development of the agencies’ policies. For example, in the past two years alone the federal government has invoked the privilege to deny citizens access to information about such controversies as the D.E.A.’s Fast and Furious gun program, the government’s bailouts of the finance industry, enhanced interrogation of terrorists, and the proposed Keystone pipeline from Canada. As Part II of the enclosed article explains, since 1958 the courts have dramatically expanded the scope of the privilege. When the privilege was initially recognized the privilege, the privilege has a modest scope: Federal court applied the privilege to shield pre-decisional documents reflecting communications between government officials about policy deliberations. Today many state courts also recognize the privilege, the courts have blurred the distinction between pre- and post-decisional documents, the privilege has sometimes been applied to protect factual information as well as deliberations, and many courts now extend the privilege to certain communications between government officials and private individuals and entities. The courts have been so willing to broaden the privilege that it is no wonder that the deliberative process doctrine has become the first privilege the government usually cites as a justification to block public access to information.Part III of this article discusses the new hot button controversy over the scope of the privilege. Perhaps emboldened by the court’s past willingness to expand the doctrine, the Justice Department is now arguing that the concept of deliberations now includes government officials’ discussions about how to respond to media inquiries about and coverage of public policies. The thesis of this article is that the courts should reject the government’s attempt to extend the privilege in this manner. The article contends that if the courts embraced the government’s argument, the courts would enable the government to convert a policy tool into a political tool. The courts’ tendency to expand the privilege imperils the transparency of government policy-making, and the courts ought to refuse to take the next step currently being urged by the government.

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)0.018
metaresearch head score (Gemma)0.036
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: Commentary · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.094

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0180.036
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.002
Science and technology studies0.0060.040
Scholarly communication0.0160.012
Open science0.0020.008
Research integrity0.0100.021
Insufficient payload (model declined to judge)0.0040.001

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 head0.006
GPT teacher head0.236
Teacher spread0.229 · 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
GenreCommentary

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
Published2013
Admission routes1
Has abstractyes

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