Boys Abused in a Community Setting: An Analysis of Gender, Relationship, and Delayed Prosecutions in Cases of Child Sexual Abuse
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
Previous research on gender differences and delay of disclosure of child sexual abuse is inconclusive; some research has found that male victims are more likely to delay disclosure than female victims, while other studies have found no gender difference. The present archival study investigated this inconsistency by examining factors that interact with delay. Judicial outcomes of child sexual abuse cases were coded (N = 4237) for variables related to the offense, the complainant-accused relationship, and court proceedings. Males and females differed with respect to delay only when the relationship between the complainant and the accused was established in the community (e.g., sports coach) or was a stranger to the child. When the accused was a parent, other relative, or a non-relative connected to the child through the family, there was no difference in delay between males and females. Further, males were more vulnerable in the community, as evidenced by a higher proportion of accused community members with male than female complainants, even though males represented fewer than 25% of cases in the database. These findings may help explain inconsistencies in gender differences in delayed disclosure. Implications regarding education about child sexual abuse are discussed, with a focus on male victims.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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 it