Delayed Prosecutions of Historic Child Sexual Abuse: Analyses of 2064 Canadian Criminal Complaints.
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
Recently, in many English-speaking countries, legal principles that had the effect of barring delayed criminal prosecutions have been abrogated. In these jurisdictions, criminal prosecutions of child sexual abuse that is alleged to have occurred in the distant past (historic child sexual abuse or HCSA) are a growing legal challenge. These cases raise myriad issues relevant to research and the development of public policy that would benefit from a considered exchange of ideas that is informed by a clear understanding of the phenomenon. Based on 2064 judicial decisions of Canadian criminal complaints of HCSA we describe the trial, the complainant, the accused, and the offence. In the context of these legal cases, we raise some of the germane issues as well as suggestions for future research and discussion that we believe are particularly current and pressing.
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.
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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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