Does Aging Affect the Use of Shifting Standards?
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
Prior research on the use of stereotypes in social judgments has shown that whether young adults make stereotype-consistent or -inconsistent judgments depends in part upon the response scale that is used. This shifting standards effect in stereotype use was examined in the present study to determine whether older adults, who tend to rely on stereotypes more than younger adults, would also show a similar effect. Young and older adults evaluated the height of male and female targets using either an objective or subjective scale. No age differences were found, with both age groups producing stereotype-consistent judgments (i.e., men are taller than women) on an objective scale, but stereotype-inconsistent judgments (i.e., men and women are equally tall) on a subjective scale. These results suggest that the shifting standards effect holds across the adult life span.
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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 | 0.006 | 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 | 0.001 | 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) | 0.000 | 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