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
LANXESS RELAUNCHES ASIA RUBBER PROJECT Lanxess will start construction this spring on a $575 million butyl rubber plant in Singapore that the company expects to come on-line in 2013. A nearby Shell refinery will provide the needed isobutene feedstock. Last year, the German firm had postponed opening the 100,000-metric-ton-per-year facility until 2014, but it now says demand for tires, the main market for butyl rubber, has bounced back. Recognizing that more than half of its rubber sales are in Asia, Lanxess will move its rubber business headquarters staff to Singapore. Lanxess already operates butyl rubber plants in Zwijndrecht, Belgium; and Sarnia, Ontario.—JFT THERMO FISHER WILL BUY AHURA SCIENTIFIC Thermo Fisher Scientific has signed a definitive agreement to acquire Ahura Scientific for $145 million plus an additional payment based on achieving certain 2010 financial targets. Ahura is a Wilmington, Mass.-based maker of portable Raman and Fourier transform infrared spectroscopy instruments used by pharmaceutical makers and ...
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) | 0.002 | 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