Bibliographic record
Abstract
Evonik Industries will close its DL-methionine plant in Wesseling, Germany, and focus production at its plants in Belgium, the US, and Singapore. But the firm says it will spend about $30 million to expand capacity for methionine intermediates in Wesseling. Barentz International will buy Maroon Group, a rival distributor of chemicals and life sciences ingredients, for an undisclosed sum. Based in Avon, Ohio, Maroon has about 300 employees and annual sales of $500 million. BASF says it will close a glufosinate facility in Muskegon, Michigan, and one plant in Knapsack, Germany, by 2022, a move that affects 100 jobs. The company will still make the herbicide at other sites in Germany, the US, and Canada. Chevron Phillips Chemical has completed what it calls the first US commercial-scale production of polyethylene from feedstocks derived from mixed plastic waste. The company is attempting to secure pyrolysis oil that it would need to
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.
How this classification was reachedexpand
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 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".