Mayor Gondek on Event Centre Deal Cancellation, Hospitality Industry Reaction to New COVID Restrictions, Top Book of 2021 from Calgary Public Library and Family Dynamics with Parenting Expect Julie Freedman Smith
Bibliographic record
Abstract
We begin with a look at the announcement that came down late Wednesday afternoon that the Calgary Sport and Entertainment Corporation has pulled the plug on the much anticipated arena deal. We get reaction from Mayor Jyoti Gondek.Next, we break down the new COVID-19 restrictions outlined by the Provincial government on Wednesday that take effect starting on Christmas Eve Day. We speak with Ernie Tsu, President of the Alberta Hospitality Association on what 'impact' the new protocols will have on Calgary restaurants and pubs during the holiday season.Then, we 'flip through the pages' of the most popular reads of 2021 according to the Calgary Public Library. We get an inside 'glimpse' of the most borrowed books from Stephen Gibbs, \\"Selector in Collections\\" from the Library.Finally, in our final installment in our series on \\"family dynamics\\" during the Holiday Season Parenting Expert Julie Freedman Smith explains the importance of 'alone time' even when you have out of town guests staying with you.
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 | 0.000 |
| 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) | 0.026 | 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 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".