Conceptual Processing of Distractors by Older but Not Younger Adults
Why this work is in the frame
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Bibliographic record
Abstract
Evidence from perceptually based implicit memory tasks demonstrates greater priming from distracting information among older compared with younger adults. We examined whether older adults also show greater conceptually based implicit priming from distracting information. We measured priming using a general-knowledge test that was preceded by an incidental-encoding task (a color-naming Stroop task in one experiment and a 1-back task involving pictures with irrelevant words superimposed in a second experiment). Younger adults showed no priming from the distracting information in either experiment, whereas older adults showed reliable priming in both experiments. Thus, unlike young adults, older adults process irrelevant information conceptually and then can use that information to boost their performance on a subsequent task.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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