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
In any research study, researchers situate themselves, either explicitly or implicitly, within a variety of frameworks when studying phenomena. From a research perspective, the study will be more robust if these frameworks and the accompanying assumptions are compatible with each other; otherwise, the project may lack coherence. Ricoeur offers a methodological perspective-that is, an interpretive theory as reflected in mimesis, which is congruent with his ontological theory of self identity (ipse- and idem-identity). To illustrate Ricoeur's frameworks when researching the self identities, I use examples from a research study in which I asked senior nursing students to explore their experience of becoming a nurse. I do not intend for this article to be a comprehensive research report, but I present it as an exemplar of how Ricoeur's ideas can guide other researchers studying self identity. I labelled my study a narrative research project and assumed that becoming a nurse means developing a self identity as a nurse. While self identity is often framed in psychological terms, Ricoeur uses a philosophical perspective when exploring this concept. I conclude the paper by suggesting (a) that Ricoeur can guide any project in which researchers ask participants to describe "becoming" a person with illness, sickness or disease, and (b) that educators of healthcare professional students can improve the educative experience by purposefully considering how a student's ontological self affects that student's practice.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.087 | 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