Podcast - Police response to Pride conflict, Aberdeen traffic debate, And Michael Jackson's changing legacy
Bibliographic record
Abstract
The Bill Kelly Show PodcastFollowing the conflict at Hamilton's Pride event in Gage park, and the subsequent peaceful protest against the Yellow Vest movement that was held outside City Hall, Bill talks to Graham Crawford about the many issues on the minds of the 2SLGBTQ+ community.Guest: Graham Crawford, History and Heritage Owner, Active Resident-Council has to decide this Wednesday on what they want to do to ease traffic on Aberdeen. Councillor Maureen says that it should be about putting the safety of children first. But others disagree. Terry Whitehead. City Councillor, Ward 8, City of HamiltonGuest: Terry Whitehead. City Councillor, Ward 8, City of Hamilton-Some experts are warning that the federal election is easy prey for those on social media who want to interfere. Bill Kelly gets more on this from Simon Kiss, Professor of Journalism/Leadership, Wilfred Laurier.Guest: Alan Cross, music journalist, internationally known broadcaster-A Superior Court Chief Justice says that Ontario's courts are littered with paper and have poor access to internet, basically living in the past, and are in need of an update. @CHMLBillKelly speaks with Jeff Manishin, Criminal Lawyer with Ross & McBride/ Former Crown Attorney.Guest: Gerry Wright, Director of the M.G. DeGroote Institute of Infectious Diseases at McMaster University
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.007 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 0.042 |
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; both teacher heads agree on what is shown here.
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".