Transforming Celebrity Objects: Implications for an Account of Psychological Contagion
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 celebrity effect is the well-documented phenomenon in which people ascribe an enhanced worth to artefacts owned by famous individuals. This effect has been attributed to a belief in psychological contagion, the transmission of a person’s essence to an object via contact. We examined people’s judgments of the persisting worth of celebrity-owned artefacts following transformations of their parts/material and found that the celebrity effect was evident only for post-transformation artefacts that were composed of parts/material that had direct physical contact with the celebrity. Insofar as the celebrity effect arises from psychological contagion, the findings suggest that the essence imparted to a celebrity-owned artefact is conceived as akin to a residue deposited in/on the object rather than a germ capable of spreading in an indirect manner to new parts/material added to the object. The results illuminate the nature of psychological contagion and offer insight into how best to preserve the value of historically important artefacts.
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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 | 0.000 | 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) | 0.000 | 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