Review of <i> The Limits of Labour: Class Formation and the Labour Movement in Calgary, 1883-1929</i> by David Bright
Bibliographic record
Abstract
This book makes an important contribution to our understanding of the history of both Canadian labor and the Canadian West. It weaves together both a wealth of primary documents and secondary sources to fashion a forceful argument about the character of the working class in early Calgary. Bright's study of the evolution of Calgary's working class concludes that Calgary workers, on the whole, did not privilege their working-class identities over other aspects of their identity, including ethnicity, gender, and citizenship in the larger society. Even those who largely identified with their status as workers did not always put class before craft. Workers were divided along craft lines, between so-called skilled and so-called unskilled workers, and between the employed and unemployed. Bright looks at much the same kind of evidence that Greg Kealey and Bryan Palmer used in their studies of Toronto and Hamilton respectively and comes to rather different conclusions. Although he is studying a different city in a different time period, it is fair to say that he challenges the reading of evidence of working class behavior that has become the norm for labor history in Canada. While the work of Kealey and Palmer and those who have following their approach to labor history-sometimes including myself-has broadened the scope of labor history from the old institutional approach, it has been somewhat marred by a degree of romanticization of the working class. In particular, the crafts workers are presented as a working class vanguard, at odds with both the ruling class and the middle class and in sympathy, if sometimes in paternal ways, with unskilled, non-unionized workers. Workers in Orange societies are presented as not so very anti-Catholic after all, and retrograde attitudes about women and non-white workers are underplayed. Bright's approach offers a corrective. I suspect that while many established labor historians will criticize his work as conservative and based on selected evidence, he will have an impact on future labor historians. On the whole, his argument is that the working class exists objectively, as Marx would put it, as a "class-in-itself' but that its subjective behavior is not that of a "class for- itself'-that is, it does not behave as a self-conscious working class submerging its other identities in the name of the larger struggle. Or at least that was the case for Calgary by the inter-war period. In the period before World War One, Bright suggests there was a fair bit of both class consciousness and working-class radicalism in Cowtown.
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 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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.000 |
| Bibliometrics | 0.010 | 0.024 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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.
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".