Quantity and Economic Scale of Food Irradiation in the World
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 status of food irradiation in the world in 2005 was studied using a questionnaire survey and direct interview. The total quantity and economic scale of irradiated foods in the world were estimated as 405000 tons and 1.61 trillion Japanese Yen(JPY), respectively. Processed foods totaled 183000 tons(45%) in Asia and Oceania, 116000 tons(29%) in the American region, 90000 tons(22%) in Africa and Ukraine, and 15000 tons(4%) in the EU. The economic scale, estimated using the price at retail stores converted to JPY using an IMF conversion table, was 1.07 trillion JPY(67%) in the American region, 309 billion JPY(19%) in Asia and Oceania, 181 billion JPY(11%) in Africa and Ukraine, and 50 billion JPY(3%) in the EU.
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