RHI posts stable Q1 2015 results despite dip in FM demand
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
We consume our fused magnesia (FM) in our own bricks, Thomas Drnek, plant manager for RHI's Breiteneau facility told IM, when discussing the company's first quarter performance at the IM MagMin 2015 conference in Athens, Greece. Most of our raw materials we consume ourselves, he said. It is clear that the emissions trading system in the EU must be reformed, Drnek said. The new targets for 2030 proposed by the EU include a 40% reduction in greenhouse gases, but these have not been sufficiently thought out, and would lead to a significant loss of value creation and a tremendous number of job losses under the current emissions trading system. Drnek said that the European magnesia industry may be forced to adopt a policy of leakage, which would see the transfer of production to other regions with softer limits on carbon emissions. It is easy to see why this makes sense, he said.
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 | 0.005 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it