Bibliographic record
Abstract
Les garçons qui ont été détenus à la Victoria Industrial School (VIS) entre son ouverture en 1887 et sa fermeture en 1934 subissaient souvent des châtiments extrêmes, violents et capricieux et faisaient fait l'objet de manipulations psychologiques calculées. La violence qui leur était faite et les motifs qu'invoquaient les représentants de l'école pour justifier de telles pratiques préjudiciables sont examinés par l'entremise de dossiers de cas, d'enquêtes publiques, de reportages dans les journaux, de révélations d'anciens détenus, de déclarations défensives par les directeurs et de confessions par le personnel. L'étude de ces sources semble indiquer qu'en dépit de recommandations répétées du conseil municipal de Toronto, du public et de commissions d'enquête, les châtiments violents persistèrent. Malgré les affirmations du contraire, la VIS a été, pour bien des garçons, un établissement cruel et impitoyable.
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 | 0.002 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.007 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".