Immunity to Popular Stereotypes of Aging? Seniors and Stereotype Threat
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 Previous research suggests that seniors' short-term performance is affected by stereotype threat—defined as a situation in which an individual is at risk of confirming a negative characterization about one's group. The current study attempted to replicate and extend these findings to areas of cognitive and physical functioning considered important to seniors' quality of life and known to decline with age. In total, 99 seniors were tested on six dependent measures: recall performance, reaction time, grip strength, flexibility, walking speed, and self-concept. While seniors were affected by the stereotype intervention, they suffered no performance decrements on the main dependent measures. This raises the intriguing possibility that a certain segment of seniors may be immune to popular stereotypes of aging. Notes Note. SPSS for Windows (version 14) used for analysis. Values in bold face are significant at the .05 level.
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 | 0.000 | 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) | 0.001 | 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