Trafficking Literature: Travel, Modernity, and the Middle Ground of Canadian and Australian Middlebrow Print Cultures
Bibliographic record
Abstract
This article explores the possibility of renewing the comparative study of Canadian and Australian literatures through an alertness to parallel developments in mid-range magazines and middlebrow print cultures in Canada and Australia in the early- to mid-twentieth century. While scoping the possibilities of full-fledged comparative studies, its focus is a case study of the Australian magazine BP: a well-capitalized, plush upmarket publication published by the Australian steamship company Burns Philp. The BP Magazine promoted travel between 1928 and 1942 as the nation underwent a transition from settler colonialism to vernacular modernity. The magazine lays bare tensions between literary aspiration and commodity culture, sophistication and escapism, edification and entertainment, and modernity and primitiveness. The aim of this case study is to raise questions that might be asked of both national literary cultures about the role of travel, modern consumer culture, magazines, and nationhood as the scales of literary values changed during the development of local middlebrow values and tastes.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.009 | 0.010 |
| Science and technology studies | 0.034 | 0.032 |
| Scholarly communication | 0.015 | 0.005 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".