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Record W7046208892

Common Law with Uncommon Regulations: the influence of legal tradition on campaign finance regimes

2022· article· en· W7046208892 on OpenAlexaboutno aff

Bibliographic record

VenueUSF Scholarship Repository (University of San Francisco) · 2022
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsCampaign financeComityDeregulationCommon lawPoliticsLegal historyDemocracyElection lawState (computer science)
DOInot available

Abstract

fetched live from OpenAlex

Americans spent $11.4 billion in their last federal election cycle but collectively, the United Kingdom and Canada only spent a little over $550 million in their last general elections. These three states have similarities in democratic governance, economic legacy, and common law legal system grouping but how did they become so separated in campaign finance regulations? Prior research in the field of international comparative campaign finance law is limited and primarily focuses on using political theories to describe the movement of laws toward deregulation or regulation. This research seeks to find what influences the creation, preservation, and deregulation of campaign finance laws in these affluent Western states. Focusing on legal tradition, this research analyses the historical, institutional, and cultural components of law and society in each respective state. In tandem, this research uses textual analysis to look at every legally binding federal campaign finance law and judicial decision for each state is studied to see how legal tradition has affected trends of regulation or deregulation throughout the decades. Through this framework, this study finds that legal tradition has influenced three unique outcomes for the level of regulation in each state’s election finance regime. The United States’ legal tradition has invested considerable power in the judiciary, which has severely limited American legislators' ability to regulate elections. This judicial intervention and the legal tradition surrounding its power has resulted in severe deregulation of election finance laws. In the United Kingdom, a legal tradition of parliamentary sovereignty, an unwritten constitution, and a legal history of comity between legislators and the judiciary has resulted in a series of regulatory statutes that have not been weakened by other constitutional actors. Lastly, Canada’s legal tradition tells a story of political adversarial gain with both written and unwritten constitutions, parliamentary sovereignty, and weakened judiciary that has culminated in a back and forth of regulated and deregulated laws based on the leading majority political party. These states all operate in the common law system but if we look at them broadly in just that category of organization, we are unable to note the differences that have influenced diverging trends in regulating campaign finance regimes. This research is the first in the field of comparative campaign finance legal studies to emphasize the importance of analyzing the cultural, historical, and institutional factors of each respective state. Without this lens, we are unable to understand law as a social phenomenon and how these campaign finance laws are a part of a bigger picture that has been in the making for decades. Without this all-encompassing view of legal tradition, there is no way to determine if a law will stand institutional interventions or the test of time.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.648
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.010
GPT teacher head0.204
Teacher spread0.195 · 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 teacher head, not a consensus.

Study designObservational
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

Citations0
Published2022
Admission routes1
Has abstractyes

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