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
German and Italian electricity tariffs are the highest in Europe? A United Kingdom (UK) consumer pays roughly a quarter less than in Germany. A medium-sized industrial company in Germany, for instance, would pay 7.5 cents per kilowatt-hour, while a similar company in Great Britain would pay only 5.5 cents. The average costs in Germany for a private household are 18 cents per kilowatt-hour. According to the consumer protection organization Association of Energy Consumers (Bund der Energieverbraucher) each average household pays about 100 € per year too much for electricity. 5 At the moment, large energy suppliers are planning a price-increase of more than 5%. German politicians and industrialists are aware that the inflated prices are detrimental to economic development which is already suffering from an ongoing structural crisis. For this reason, Wolfgang Clement, German Minister of Economy and Labour, submitted a draft for an amendment to the Energy Industry Act (Energiewirtschajtsgesetz EnWG), which was passed by the Federal Cabinet on 28-7-04 and is now being processed for enactment in legislative procedure. The aim is the creation of a legal framework for
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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