Encounters with Sexuality: The Management of InappropriateBody Behaviour in Late-Nineteenth-Century British ColumbiaSchools
Bibliographic record
Abstract
Of all the issues that students, parents, teachers, and schools encounter, few are so difficult to manage as sexuality. We persist in believing that the body does not belong in the classroom except as an object of study or improvement. Inappropriate body behaviour with a sexual edge intimidates us, so much so that accounts tend to be oblique or non-existent. Their scarcity makes particularly valuable a set of records that survive from British Columbia in the late nineteenth century. Even though public education was becoming centralized, a general unwillingness to face up to issues of sexuality caused almost all of the thirty allegations that were located in the Superintendent of Education’s correspondence to be resolved at the local level. The most frequent tactic was parental boycott of the school. The allegations divide between those against teachers and those against students. Regardless of who was implicated, the teacher was almost always caught in the middle and ended up resigning.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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; a candidate call from one teacher head, 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".