Further Than the Eye Can See? Photo Elicitation and Research With Men
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
Photo elicitation studies have attracted modest attention in qualitative health research. However, few researchers have focused exclusively on men's health and/or illness experiences. In this article, the authors discuss the benefits of using photo elicitation among a sub-cohort of 19 prostate cancer survivors from a larger ethnographic study. Specifically, participants were asked to imagine that they were being paid to mount a photographic exhibition entitled Living With My Prostate Cancer, an exhibition that would show prostate cancer from their unique perspective. The authors subsequently discussed the photographs with the participants during individual interviews using photo elicitation techniques. The methods provided some unique and unanticipated benefits, the details of which the authors share to guide researchers considering similar approaches. In addition, the authors make specific recommendations for future photo elicitation applications to men's health 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 | 0.322 | 0.018 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.005 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| 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