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Record W6999076660

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

2012· article· en· W6999076660 on OpenAlexaboutno aff

Bibliographic record

VenueNorthumbria Research Link (Northumbria University) · 2012
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCooperative Studies and Economics
Canadian institutionsnot available
Fundersnot available
KeywordsSophisticationQuarter (Canadian coin)Business developmentBusiness historyElement (criminal law)Key (lock)Retail tradeDysfunctional familyFirst world war
DOInot available

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.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.649
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0040.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0000.001
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 head0.043
GPT teacher head0.269
Teacher spread0.226 · 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
Published2012
Admission routes1
Has abstractyes

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