The Chicken and Egg of Pride and Social Rank
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 has found an association between pride experiences and social rank outcomes. However, the causal direction of this relationship remains unclear. The current research used a longitudinal design ( N = 1,653) to investigate whether pride experiences are likely to be a cause, consequence, or both, of social rank outcomes, by tracking changes in individuals’ pride and social rank over time. Prior research also has uncovered distinct correlational relationships between the two facets of pride, authentic and hubristic, and two forms of social rank, prestige and dominance, respectively. We therefore separately examined longitudinal relationships between each pride facet and each form of social rank. Results reveal distinct bidirectional relationships between authentic pride and prestige and hubristic pride and dominance, suggesting that specific kinds of pride experiences and specific forms of social rank are both an antecedent and a consequence of one another.
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 | 0.001 | 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 | 0.001 | 0.003 |
| 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