The influence of chronically and temporarily accessible information on life satisfaction judgments.
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
The authors examined the influence of temporarily and chronically accessible information on life satisfaction judgments. Meta-analyses revealed high retest-reliability of life satisfaction judgments and weak effects of the item order of domain and global satisfaction judgments. Study 1 (N=225) failed to replicate a widely cited finding of strong item-order effects. In Studies 2 (N=100), 3 (N=200), and 4 (N=222), chronically accessible information was a strong predictor of life satisfaction judgments, whereas item order had a relatively small effect. Study 5 (N=651) demonstrated that the results generalize to single item measures and judgments of shorter time periods. The results suggest that life satisfaction judgments are more heavily based on chronically accessible than temporarily accessible information.
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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 | 0.000 |
| 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) | 0.000 | 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