The plating manifesto (I): from decoration to creation
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
At a time when a growing number of chefs and innovative food industries are starting to set up their own research kitchens and work with renowned scientists, it is surprising to see that issues related to the visual presentation of food on the plate are being left out of these successful exchanges. The variety of presentations created by chefs, and the number of varieties of tableware now available to achieve them, represent a formidable opportunity for cognitive scientists to study the more complex effects of vision on food experiences, which certainly should not be missed. Chefs can also benefit from the new insights that a scientific approach can bring to these areas, which previously have often been left to intuition. In this manifesto, we claim that this transfer of knowledge represents much more than merely another addition to the art and science of cuisine: it is its essential completion, as gastronomy moves more and more toward the ideal of a total multisensory art, as captivating for the eye as it is for the palate. Before turning to the scientific recommendations and review in the second part of our manifesto, we want to promote a different approach to plating, which breaks with the more functional and decorative purposes of plate ware, and puts experiments in visual presentation at the heart of modernist culinary expression.
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 | 0.000 | 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