“As Time Went On, I Just Forgot About It”: Thematic Analysis of Spontaneous Disclosures of Recovered Memories of Childhood Sexual Abuse
Bibliographic record
Abstract
This study was a thematic analysis of transcripts of interviews of child sexual abuse survivors discussing their experiences of recovered memories. This study included 27 English-speaking participants from 3 major Canadian cities: Montreal, Toronto, and Ottawa. Seven participants identified as male and 20 as female. Participants ranged in age from 31 to 69 with a mean age of 47. The educational background of participants ranged from 9th grade to doctoral levels. Out of the sample of 27, 21 participants reported some period of amnesia for their CSA experiences. Three primary global themes emerged in the transcripts of participants describing adult emergent recovered memories: flashbacks, triggers, and denial. Three global themes emerged in the transcripts of participants describing partially discontinuous memories: dreams/nightmares as the "how" of memory recovery, triggers, and active processes of forgetting.
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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 | 0.012 | 0.028 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.008 | 0.010 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.002 | 0.002 |
| 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 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".