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Record W1999829730 · doi:10.7202/031013ar

Associationalism Canadian Style: Flour Millers, Self-Regulation and the State, 1920-1935

2006· article· en· W1999829730 on OpenAlexvenueaboutno aff
Mark Cox

Bibliographic record

VenueJournal of the Canadian Historical Association · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsLegitimacyState (computer science)Government (linguistics)Private propertyControl (management)EconomicsBusinessMarket economyPublic economicsLawPoliticsPolitical science

Abstract

fetched live from OpenAlex

Between the two world wars, the expansion of the state's regulatory capacity caused business-state relations in Canada to worsen rather than improve, as large manufacturers and those in government who advocated regulation viewed the utility of state power in different, and largely incompatible ways. The Canadian flour milling industry illustrates these persistent tensions. Confronted by overcapacity and seeking a method of coordination, the large millers organized an association in 1920. It established a complex system of regulations to fix prices. However, it initially failed completely to control either export or domestic prices and, when it finally seemed to have exerted greater control over domestic prices in 1930, the federal Combines Investigation Branch responded by forcing the suspension of price-fixing, just when market conditions reached a nadir. Numerous efforts to reorganize the industry through consolidations all failed. Late in 1933, the large millers sought state assistance to secure stability, but the solutions proposed would have imposed unwanted constraints on their power within the industry. Hence, the large millers did all they could to frustrate the development of regulation, continuing to advocate voluntary associationalism despite its past failures. The fundamental differences between the large millers and government over the function of regulation prevented the consensus necessary to make a regulatory solution work. This suggests that, whereas the regulation of community property succeeded because it accommodated interests and defrayed tensions, the process through which it acquired broad legitimacy did not extend to the regulation of private property. Indeed, without consensus that such regulation was desirable, attempts to create it produced conflict instead of accommodation.

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)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.096
Threshold uncertainty score0.698

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0300.026
Scholarly communication0.0070.002
Open science0.0010.002
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0070.001

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 head0.004
GPT teacher head0.176
Teacher spread0.172 · 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 designQualitative
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
Published2006
Admission routes2
Has abstractyes

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Same venueJournal of the Canadian Historical AssociationSame topicCanadian Identity and HistoryFrench-language works237,207