White on whiteness: becoming radicalized about race
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
Race difference and whiteness--key elements in the construction of my cultural identity - became a focus of my reflective practice that began over 5 years ago. This article reflects critically on the production of white identity from my social location as a white nurse. My attention focused on two aspects of whiteness: the social location from which I live and learn, and the hegemonic but unmarked discourse that informs the knowledge I read and create as a researcher. My white identity is characterized by four features: the absent presence of whiteness; the need for an oppositional identity; the entitlement of choice and subjectivity; and the denial of a dominant position and relation to the racialized Other. Exploring these features is critically important at this juncture in global and professional history because of the persistence of neoliberalism and the popularity of culturalist approaches to diversity. Examining the process of my radicalization about race simultaneously calls attention to the historiography of ideas about whiteness and race difference and the institutionalization of beliefs and practices about race difference that continuously reproduce racialized identities and inform collective nursing practice and research.
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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it