Women had an inherent sense of<i>knowing how</i>to manage their lives after sexual assault by men they knew
Bibliographic record
Abstract
Draucker CB. Knowing what to do: coping with sexual violence by male intimates. Qual Health Res1999 Sep; 9 : 588 –601 [OpenUrl][1][CrossRef][2][PubMed][3][Web of Science][4] QUESTION: What is the meaning of sexual violence in the lives of women who have been sexually assaulted by men they knew well? Heideggerian hermeneutics. Northwestern Ohio, USA. 10 women >18 years of age (age range 19-57 y, 8 white, 2 African-American) who had been sexually assaulted as adults by men they knew well were recruited by public announcements. 7 of the women had experienced childhood abuse or neglect, and many had several abusive relationships as adults. 1–3 hour interviews were held with each woman and began with open ended questions about the meaning of the experience of sexual violence and how it affected their day to day lives. The author and another psychiatric nurse independently reviewed the interview transcripts, prepared written interpretations, and discussed and compared the interpretations. A qualitative research group also reviewed selected transcripts and commented on the emerging themes. 5 … [1]: {openurl}?query=rft.jtitle%253DQualitative%2BHealth%2BResearch%26rft.stitle%253DQual%2BHealth%2BRes%26rft.aulast%253DDraucker%26rft.auinit1%253DC.%2BB.%26rft.volume%253D9%26rft.issue%253D5%26rft.spage%253D588%26rft.epage%253D601%26rft.atitle%253DKnowing%2BWhat%2Bto%2BDo%253A%2BCoping%2Bwith%2BSexual%2BViolence%2Bby%2BMale%2BIntimates%26rft_id%253Dinfo%253Adoi%252F10.1177%252F104973299129122108%26rft_id%253Dinfo%253Apmid%252F10558369%26rft.genre%253Darticle%26rft_val_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Ajournal%26ctx_ver%253DZ39.88-2004%26url_ver%253DZ39.88-2004%26url_ctx_fmt%253Dinfo%253Aofi%252Ffmt%253Akev%253Amtx%253Actx [2]: /lookup/external-ref?access_num=10.1177/104973299129122108&link_type=DOI [3]: /lookup/external-ref?access_num=10558369&link_type=MED&atom=%2Febnurs%2F3%2F2%2F60.atom [4]: /lookup/external-ref?access_num=000081930400003&link_type=ISI
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.
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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.006 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".