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
Grounded theory is a widely used qualitative research methodology and has been used in a variety of disciplines including anthropology, medicine, nursing, and sociology. Although qualitative research methodologies, including grounded theory, have existed for some time, there is lack of attention to the rigorous use of qualitative methodology in the field of audiology. Today, three major schools of grounded theory are present in the literature. It is important for clinicians and researchers new to grounded theory research to be familiar with the different schools of grounded theory that can be implemented in research including the history and philosophy of each. Such an understanding will enable researchers and clinicians to critically appraise applications of grounded theory methodology and to understand its potential, perhaps for inclusion in their own research programs. This article will provide a brief history of grounded theory, define the three major schools of grounded theory and the philosophical and theoretical underpinnings of each, as well as discuss the use of grounded theory in audiology 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 | 0.007 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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