Florence Nightingale Endures: Legitimizing a New Professional Role Identity
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
abstract We examined the discursive processes through which a new professional role identity for registered nurses was legitimized by analysing introductory textbooks over time. We theorize five ways of rhetorically legitimizing a new professional role identity: naturalizing the past, normalizing new meanings, altering identity referents, connecting with the institutional environment, and referencing authority. In contrast to previous research focused on legitimizing new practices, we contribute to the institutional literature by showing that legitimizing a professional role identity requires the incremental development of new arguments where the past is not delegitimized. Our findings also indicate that instead of a progression from moral and pragmatic legitimacy to cognitive legitimacy, legitimizing a new role identity may focus only on moral legitimacy. Finally, our study highlights the importance of interactions between the professional task environment and the wider institutional environment as part of the process of legitimizing a professional role identity.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 0.001 |
| 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