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
This paper is concerned with events that were the subject of an inquest into the deaths of 12 children who died while undergoing or shortly after having undergone cardiac surgery at the Winnipeg Health Sciences Centre, Manitoba, Canada, during 1994. A notable finding of the Sinclair Inquest was that nurses involved with the pediatric cardiac surgery program were concerned about the competence of the surgeon and made sustained efforts throughout 1994 to have these concerns addressed. That the nurses' concerns were not taken seriously is the central problem of this paper. Essentially, the position articulated is that gendered and gendering discourses constituted a form of power that structured the field of nurses' possible actions. These discourses constituted a resource to make nurses knowable, to produce them as certain forms of the person, and were therefore part of what governed nurses everyday conduct. Though neither simply good nor bad in themselves, in this case, these discourses had constraining effects on how nurses were able to conduct themselves.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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