Reply to three commentaries on the definition of sensory and consumer science by Jaeger et al. (2024)
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
We respond to the three commentaries (Varela, 2025; Lee, 2025; Beckley et al., 2025) submitted in relation to our paper defining the field of Sensory and Consumer Science (Jaeger et al., 2024). Rather than attempting to address every aspect of these detailed and thoughtful commentaries, we concentrate on four discussion points: 1) Do we require a definition of our field?; 2) What should our field be called?; 3) Is non-food part of our field?; and 4) What is the nature and scope of our field? The prevailing view supports the importance of defining the field. To remain relevant, we must revise and update the definition regularly. Over time, the field has broadened in content, and this trend may persist. There is room for ongoing discussion on how to name the field and the central role of sensory (perception) science. Two of the commentaries were food-centric. While we agree that the food domain will continue to dominate the field due to its historical ties with food science, we also believe that non-food is part of our field and hope for growth in this domain. The field is broad and multidisciplinary and is evolving towards being interdisciplinary. We all agree this is a positive development. • Considers definitions for the complex and broad field of Sensory and Consumer Science. • Discusses authors' definition and that of three commentators. • The definition of our field is changing over time and especially changes in content. • The field is becoming more diverse and inclusive of both sensory and consumer research.
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 | 0.001 |
| 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) | 0.000 | 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