It's Not Easy Being a Girl in a Man's World: The Daily Experience of Sexual Harassment for Adolescent Girls
Bibliographic record
Abstract
Girls experience sexual harassment every day in middle school. This harassment does not just affect a few girls- 90 percent of girls share this experience. More than half of all girls have been called a nasty or demeaning name or teased about their appearance by a male. Slightly fewer girls have been told a mean or embarrassing joke about their gender or sexuality. By high school, the harassment is more frequent and more extreme. By the end of high school, one-quarter of all girls have been teased, threatened, or bullied by a male and one-half have been touched or grabbed against their wishes by a male. These findings from a recent study (Leaper and Brown, 2007) of six hundred ethnically and geographically diverse middle school and high school girls highlight the difficult and complicated world girls learn to navigate as they enter adolescence.
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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 | 0.002 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".