Bibliographic record
Abstract
Private equity firm Cinven has snatched a last-minute deal to buy MBCC Admixtures, part of BASF’s former construction chemical group, from the Swiss company Sika. As recently as Jan. 16, the chemical giant Ineos had announced that it was acquiring MBCC Admixtures . Since then, however, the UK’s Competition and Markets Authority (CMA) indicated that it had concerns that such an agreement would adversely affect the competitiveness of the UK construction chemical sector. Sika then turned to Cinven. MBCC Admixtures has annual sales of about $1 billion and over 1,600 staff at 35 production sites across Australia, Canada, Europe, New Zealand, and the US. Headquartered in Mannheim, Germany, the firm provides a broad range of products used in the construction industry, including materials that reduce carbon dioxide emissions in the production of concrete. Sika’s sale of MBCC Admixtures has itself been triggered by the CMA. If the business isn’t sold,
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 | 0.001 |
| 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 | 0.006 |
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".