Mercedes Stephenson, Office Anxiety, Folk Fest 2021 and Tech Tuesday with Mike Yawney
Bibliographic record
Abstract
Welcome to the MWSA Podcast for Tuesday, June 15th.We begin with our weekly conversation with Mercedes Stephenson, Global News Ottawa Bureau Chief and Host of The West Block. Mercedes shares with us the details of her conversation with the Executive Director of the Canadian Race Relations Foundation on what needs to be done now to avoid future deadly incidents like we witnessed recently in London, Ontario.Are you stressed about having to return back to the office for work? We get some tips on how to make the transition a little easier, from Behavior Change Expert, Dr. Lisa Belanger.It will look a little different this year but the music will go on! We speak with Kerry Clark - Artistic Director of the Calgary Folk Fest for details on this year's Summer Serenades\\" event taking place at Prince's Island Park in July.It's a big week for gamers. The Annual Electronics Entertainment Expo, also known as E3 is in full swing. We get the scoop on the massive event with \\"The Gadget Guy\\" Mike Yawney.
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 | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.061 | 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".