Extending Diderot unities: How cosmetic surgery changes consumption
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
Abstract Consumers engage in transformative practices such as cosmetic surgery to shape a new self that satisfies personal and social expectations. Yet, we lack an understanding of how cosmetic surgery and the consequent changes to a consumer's self affect their consumption practices. Building on Diderot unities we explore how cosmetic surgery influenced consumption practices of 10 female consumers postcosmetic surgery. Prior work on Diderot unities suggests that it is a new object inspiring the consumption of additional objects. Extending the notion of Diderot unities, we posit that also a new self brings changes in the constellation of consumption objects. Specifically, cosmetic surgery, the self, and material consumption practices are tied together by an expanded view of Diderot unities as not only involving people and objects, but also adding experiences. A newly surgically enhanced person perceives an imbalance between the assemblage of their self and self‐expressive objects. This imbalance sets off a series of purchases to restore balance by acquiring possessions and experiences that match their new magnificent self. Purchases extend to areas such as fashion objects, grooming objects and experiences, as well as experiences related to personal well‐being, vacation and leisure.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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