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Record W2106510856 · doi:10.31219/osf.io/kja4x_v1

Prods and Pleas: Limited Government in an Era of Unlimited Harm

2025· article· en· W2106510856 on OpenAlexaff
Douglas A. Kysar, Benjamin Ewing

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicCrime, Illicit Activities, and Governance
Canadian institutionsQueen's University
Fundersnot available
KeywordsHarmGovernment (linguistics)Do no harmPolitical scienceMedicineCriminologyBusinessPsychiatryPsychologyLawPhilosophy

Abstract

fetched live from OpenAlex

Not just a system of checks and balances ideally tuned to constrain collective political action, the constitutional division of authority also may be seen as a system of “prods and pleas” in which distinct governmental branches and actors can push each other to entertain collective political action when necessary. Though prods and pleas are an inversion of the assumed direction of checks and balances, they are not a radical reconfiguration of the basic structure and principles of American government. Rather, they are limited government’s fail-safe: a latent capacity inherent to a system of divided authority that does and should activate when the external pressures of a changing world threaten the sustainability of disaggregated governance. By understanding and embracing their role in the shadow logic of prods and pleas, judges and other public officials can protect limited government by, when necessary, counteracting its potential to overprefer passivity. Through the case study of climate change nuisance litigation, we examine how three potential obstacles to merits adjudication—the political question doctrine, standing, and implied preemption—should be evaluated in recognition of the significance of prods and pleas. We conclude that federal and state tort law provide an important defense mechanism that can help limited government sustain itself in the face of climate change and other dramatic twenty-first century threats, where the nature of the threat is, in large part, a function of limited government itself. As a residual locus for the airing of grievances when no other government actor is responsive to societal need, the common law of tort is a—and perhaps the—paradigmatic vehicle for the expression of prods and pleas. Although climate change plaintiffs still face long odds on the actual merits of their claims, judges would sell short their institutional role if they dismissed such claims as categorically beyond the proper domain of the courts and the common law. They would duck and weave when they should prod and plead.

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)0.013
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.015
Threshold uncertainty score0.070

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.022
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0120.050
Scholarly communication0.0150.024
Open science0.0020.011
Research integrity0.0120.014
Insufficient payload (model declined to judge)0.0080.001

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 head0.022
GPT teacher head0.315
Teacher spread0.294 · 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 designTheoretical or conceptual
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

Citations27
Published2025
Admission routes1
Has abstractyes

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