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Record W2611534013 · doi:10.17613/h65e-9t62

Toward A History of Canadian Wallpaper Use: Mechanization 1860-1935

2015· article· en· W2611534013 on OpenAlexaboutno aff
Robert M. Kelly

Bibliographic record

VenueSSRN Electronic Journal · 2015
Typearticle
Languageen
FieldArts and Humanities
TopicCultural History and Identity Formation
Canadian institutionsnot available
Fundersnot available
KeywordsWallpaperDominance (genetics)ScholarshipHistoryEconomyGeographyPolitical scienceEconomicsLawComputer science

Abstract

fetched live from OpenAlex

This article examines wallpaper use in Canada from the beginning of cylinder printing in 1860 to 1935. Statistics reveal that the value of wallpaper within Canada grew steadily during this period, before declining precipitously during the 1930s. Canada's four major factories achieved dominance in their home market by producing low-to-middle grade wallpaper at affordable prices. This paper documents this achievement and explores its significance, centering on a key compilation of primary and secondary sources. From this compilation, costs and patterns of trade are extracted in order to show Canadian development against the backdrop of wallpaper history. Partial comparison to Canada's chief competitor and trading partner, the United States, is made through analysis of per capita production and consumption figures. This article is grounded in recent scholarship from Europe which suggests that wallpaper can be viewed as an object of use over and above its more familiar role as a minor art-historical artifact.

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: Empirical
Teacher disagreement score0.920
Threshold uncertainty score0.999

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 communication0.0000.001
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 head0.067
GPT teacher head0.193
Teacher spread0.126 · 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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