Bibliographic record
Abstract
The European chemical industry’s economic outlook is worsening, according to analysts and industrial organizations, and German companies are especially affected. The investment bank Berenberg says it expects the German firms BASF and Lanxess to issue profit warnings for the fourth quarter. In a note to investors, analysts at the bank cite weakening demand for industrial chemicals. BASF CEO Martin Brudermüller is set to hand the reins to a new leader in 2024 and, given the current economic climate , that could mean divestments for the big firm are on the horizon, Berenberg analysts state. The value of BASF’s shares are down about 20% since the start of the year, while Lanxess’s share price has dropped by about half. BASF, Lanxess, and other European chemical firms will publish their third-quarter financial results in the next few weeks. A survey in September by IFO Institute, a German economic organization, concluded that the
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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 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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".