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Record W2132124331 · doi:10.1080/00076791.2012.706902

Building the Wholesale: The development of the English CWS and British co-operative business 1863–90

2012· article· en· W2132124331 on OpenAlex
Anthony Webster

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueBusiness History · 2012
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicHistorical Economic and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsSophisticationBusiness historyBusinessMarket economyQuarter (Canadian coin)MarketingEconomyEconomicsManagementSociologyHistorySocial science

Abstract

fetched live from OpenAlex

The English Co-operative Wholesale Society (CWS), established in 1863, emerged in the nineteenth century as a key component of the British co-operative movement, selling to retail societies many of the commodities they sold on to their members and customers. But the CWS had to compete with private wholesalers in supplying retail societies, a situation which made the CWS’ relationship with the wider movement quite problematic. This article explores the establishment and development of the CWS during the first quarter century of its existence, and the strategies it employed to maximise its trade with societies, which included major involvement in manufacturing, and the development of global commercial activity. It is argued that in contrast with the picture of British enterprise offered by such commentators as Chandler, the CWS was in many respects a highly efficient organisation for its time, which successfully developed its role in the quite dysfunctional federation which was the co-operative movement. Indeed, it is argued that the CWS achieved a level of organisational and managerial sophistication which would not be seen in most British non-co-operative business until well into the twentieth century.

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.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.513
Threshold uncertainty score0.608

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.034
GPT teacher head0.209
Teacher spread0.174 · 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