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
Dutch chemical maker DSM will spend about $530 million to acquire Ocean Nutrition Canada, which calls itself the world’s largest supplier of omega-3 fatty acids to the dietary supplement and food manufacturing markets. DSM says the acquisition is the fifth purchase it has made in the nutrition field since September 2010, when it announced a corporate strategy to expand in the health, nutrition, and industrial materials markets. The largest of these deals was last year’s $1.1 billion purchase of Martek Biosciences, a producer of nutritional fatty acids via algal fermentation. Founded in 1997, Ocean Nutrition derives the omega-3 fatty acids eicosapentaenoic acid (EPA) and docosahexaenoic acid (DHA) from oil obtained mostly from anchovies. DSM expects the firm to have sales this year of $185 million. DSM says the purchase will strengthen its newly created nutritional lipids business by adding fish-oil-derived fatty acids to Martek’s fermentation-derived DHA and arachidonic acid. Although ...
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 | 0.001 |
| 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