MétaCan
Menu
Back to cohort
Record W4388704806 · doi:10.1080/20549547.2023.2278391

Is Cane Sugar “Canadian”? The Disavowal of Global Lives and Lands within Canadian Sugar Marketing

2023· article· en· W4388704806 on OpenAlexaffabout
Donica Belisle

Bibliographic record

VenueGlobal Food History · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicWine Industry and Tourism
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsSugarCaneSugar canePolitical scienceBusinessMarketingBiologyFood scienceAgronomy

Abstract

fetched live from OpenAlex

This article considers the history of global supply chains in relation to Canadian sugar marketing. Now a dietary staple, refined sugar in Canada today is plentiful and affordable. Ninety percent of this sugar is made from imported cane. Yet within Canada little public awareness exists regarding cane sugars’ countries of origin. Inquiring into how Canadian refiners have portrayed their cane sugars’ provenance, this article sketches out the histories of land and labor disavowal within Canadian cane sugar marketing. Looking at advertising produced by the company Rogers Sugar between 1890 and 1931, it finds that during this time a tension existed between portraying Rogers’ sugars as sourced from within the British Empire and as emanating from Canada. As well, in most of its advertising, Rogers’ white Canadian refinery workers are highlighted. Due to these workers’ ubiquity, the omission of international contributors to Rogers’ sugars is especially noticeable.

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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.154
Threshold uncertainty score0.628

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
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 head0.018
GPT teacher head0.200
Teacher spread0.182 · 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
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueGlobal Food HistorySame topicWine Industry and TourismFrench-language works237,207