Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
During the late nineteenth and early twentieth centuries, a host of journalists, ministers, medical doctors, businessmen, lawyers, labour leaders, politicians, and others called for an assault on poverty, slums, disreputable boarding houses, alcoholism, prostitution, sweatshop conditions, inadequate educational facilities, and other “social evils.” Although they represented an array of political positions and advocated a range of strategies to deal with what they deemed problems, historians have come to term this impulse “urban reform” or the “urban reform movement.” Over the past several decades, there have developed two main approaches to the study of this flurry of activity in Canada. Some historians, mostly writing before the mid-1980s, argued that it was an effort to reconstitute “the nation,” which arose in response to the anonymity and social conflict and ills apparent in modern, urban-industrial society. More recently, scholars have emphasized that in Canada reform often preceded urban-industrial development, and that the institutions that reformers supported, like later state agencies, were focused upon moral regulation and in particular fostering and sustaining a liberal order premised on patriarchal concepts of gender and related notions of race. This article demonstrates that important as urban industrial development and moral regulation were, understanding reform in Canada requires the addition of another layer of complexity to already existing analyses. In particular, it shows that we must conceive of Canadian reformers and their institutions as rooted in and shaped by a broader and longer history of European, and particularly British, imperialism.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it