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Record W3149205993

The Mid-Victorian Reform of Britain’s Company Laws and the Moral Economy of Fair Competition

2020· article· en· W3149205993 on OpenAlexaff
David C. Smith

Bibliographic record

VenueProject Muse (Johns Hopkins University) · 2020
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHistorical Economic and Social Studies
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsCompetition (biology)ConceptualizationGeneral partnershipLaw reformLawPolitical scienceField (mathematics)SociologyLaw and economics
DOInot available

Abstract

fetched live from OpenAlex

This paper reconstructs the history of the reform of Britain's company laws during the 1850s and makes three major arguments. First, the Law Amendment Society was the driving force for reform and organized the campaign for change. Second, the advancement of working-class interests and ideas of fairness were central to the conceptualization of these reforms and the course of their advocacy. Company law reform was broadly conceived to include the revision of the law of partnership, corporations, and cooperatives to create a level playing field in which smaller entrepreneurs could compete against established capitalists. Finally, central to this campaign was the institutional logic of "fair competition." Socialists and liberals both used this logic, demonstrating how moral ideas can shape organizational change.

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)0.005
metaresearch head score (Gemma)0.009
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: Empirical · Consensus signal: none
Teacher disagreement score0.228
Threshold uncertainty score0.453

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.027
Scholarly communication0.0070.003
Open science0.0010.003
Research integrity0.0040.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.028
GPT teacher head0.186
Teacher spread0.158 · 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
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
Published2020
Admission routes1
Has abstractyes

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