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Record W7098018333

“A More Definite System”: The Emergence of Retail Food

2015· article· en· W7098018333 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicAmerican History and Culture
Canadian institutionsnot available
Fundersnot available
KeywordsExploitEconomies of scaleScope (computer science)Service (business)Scale (ratio)Market shareCustomer service
DOInot available

Abstract

fetched live from OpenAlex

Examinations of the rise of modern retail activities traditionally have emphasized developments in the United States, where firms could exploit strong economies of scale and scope and could service transcontinental markets. In middle-sized economies such as Canada, the opportunities for expansion were more limited and firms often were slower to adopt new modes of marketing organization. This paper reappraises the rise of large retailers in the Canadian grocery industry during the inter-war era. It provides an overview of the issues that propelled the formation of the firms, their organizational traits, and the factors that slowed the ability of the firms to achieve market dominance. “Chain stores are here to stay, ” declared Theodore Loblaw in the spring of 1925. This optimistic statement, by the founder of one of the most profitable of Canadian food retailers, was widely accepted by contemporaries who expected modern merchandising techniques would allow big enterprises to gain rapid ascendancy in the retail sectors during the inter-war era. The shift toward large-scale retailing was well developed in the United States and the initial successes garnered by department stores appeared to suggest a similar trend north of the border. The T. Eaton Company and Simpson’s implemented practices similar to those developed by Macy’s, Wanamaker’s, and Marshall

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 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 score0.863
Threshold uncertainty score0.322

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 studies0.0000.000
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 head0.046
GPT teacher head0.201
Teacher spread0.156 · 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.

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
Published2015
Admission routes1
Has abstractyes

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