Alberta's Rising Power Prices, Recycling Heat Energy, Alberta Technology Symposium and National Canadian Film Day
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 begin with a look at the rising price of home electric and heating bills in the Province. We get details on a new study on what's behind the increase from the School of Public Policy at the University of Calgary.Next, we continue our conversation on energy with a look at a 'green' solution. We learn about new technology, created by a Calgarian, which recycles 'heat energy' from wastewater. We catch up with Lynn Mueller, CEO of \\"SHARC Energy Systems\\".It's one more sign of the 'diversification' of Alberta's economy. We get details on the \\"Alberta Technology Symposium\\" taking place this week at the Grand Theatre.Finally, it's \\"National Canadian Film Day!\\" A nationwide celebration featuring more than 1,000 events where audiences can be 'entertained' by all that Canada has to offer when it comes to film. We get details from Jack Blum, Executive Director of 'REEL Canada'.
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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.480 | 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