"We Are Making Good under the Honor System": The Social Rehabilitation of Juvenile Males through Militarism, Moral Reform, and Enforced Work Routines at the British Columbia Boy's Industrial School, 1919–1934
Bibliographic record
Abstract
Abstract: Industrial schools were the dominant mechanisms for the social rehabilitation of wayward juveniles in North America from the late nineteenth to mid-twentieth century. The research concerning such schools in shaping young lives is scattered within the historiography of youth. Girls were taught domestic skills and boys were trained in trades such as agriculture. Forced labor was not punishment but seen as moral uplift for troubled youth. This article studies the British Columbia Boy's Industrial School from 1919 to 1934 under David Blackwood Brankin, whose "honor system" combined discipline, strict work routines, regimented leisure, and a minimum of compulsory schooling. Brankin's court missionary work in Great Britain and military career shaped his vision of juvenile social rehabilitation until his retirement in 1934. His replacement was an educator trained in psychology and mental hygiene methods of youth reclamation.
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How this classification was reachedexpand
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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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; both teacher heads agree on what is shown here.
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".