Chief Mark Neufeld, Justin Havre, IPSOS Poll, Mike Armstrong. Reggie Cecchini and Lori Ferguson
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
Welcome to The Morning News Podcast for Wednesday, March 18th. We begin a look at the work of the Calgary Police Service during the COVID-19 Pandemic - we catch up with Calgary's \\"Top Cop\\" - Chief Mark Neufeld.Next we catch up with realtor Justin Havre to talk about the state - of real estate - during this tumultuous time.Then we look at numbers across the globe in response to COVID-19 the lastest on international border closures, including our own - from IPSOS CEO Darrell Bricker.As COVID-19 cases increase South of the Border - the government continues to struggle with testing and restrictions, which vary 'state to state' - we get the latest from Global Washington Correspondent, Reggie Cecchini.And finally...No doubt she'll \\"bring down the house\\" tonight - her own house! We'll talk with Calgary-based stand-up comedian Lori Ferguson who's putting on a live-streaming show - from her living room.
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 | 0.000 |
| 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) | 0.023 | 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