Egg nutrition for health promotion: highlights from the symposium in Banff, Canada.
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
This report summarises the main papers presented at the Third International Symposium on Egg Nutrition for Health Promotion, held in Banff, Canada in April, 2004. There are many marketing opportunities for eggs in forms other than shell egg and unmodified egg product. Eggs can be enriched with substances beneficial to human health such as selenium, zinc, vitamin E, folate, lutein, choline, phytoestrogens and omega-3 long chain fatty acids. Substances that inhibit the growth of microorganisms can be extracted from egg white and egg shell membranes. Eggs can be used for antibody farming and such antibodies can be used to treat lung infections in people with cystic fibrosis, dental caries, the organism that causes stomach ulcers and the organism responsible for diarrhoea in children in developing countries. Products from eggs are also used in the cosmetics industry. The challenges for the wider industry are to ensure that these 'ovo-nutraceuticals' and 'bio-medical products' can be produced cost-effectively, to increase the range of products available on the market, to increase market penetration and be competitive against rival products.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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