A Second Look at Debriefing Practices: Madness in Our Method?
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
This article is a reconsideration of Tesch's (1977) Tesch, F. E. 1977. Debriefing research participants: Though this be method there is madness to it.. Journal of Personality and Social Psychology, 35: 217–224. [Crossref], [Web of Science ®] , [Google Scholar] ethical, educational, and methodological functions for debriefing through a literature review and an Internet survey of authors of articles published in the Journal of Personality and Social Psychology and Journal of Traumatic Stress. We advocate for a larger ethical role for debriefing in nondeception research. The educational function of debriefing is examined in light of the continued popularity of undergraduate participant pools. A case is made for the methodological function of debriefing to clarify aspects of research participation. Recommendations are made to improve the conducting and reporting of debriefings.
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 | 0.002 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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