Podcast - Sunday's storm, unaffordable housing, autonomous cars and the transit union's No Board Report
Bibliographic record
Abstract
Several neighbourhoods in our city were without power yesterday. Rachel Bertone is a media spokesperson with Alectra Utilities and joins Rick to provide an update.Guest: Rachel Bertone Media Spokesperson, Alectra UtilitiesPolice reported 400 crashes and urge caution Monday morning as storm causes chaos in GTA.Guest: Kerry Schmidt, Sergeant - Media Relations, Highway Safety Division, Ontario Provincial Police.45% of Hamilton renters living in unaffordable housing. Which neighbourhoods have a higher number of eviction rates and renters?Guest: Sara Mayo, Social Planner - Geographic Information Service, Social Planning and Research Council of Hamilton.Recently it was decided that autonomous cars will be tested on some of Hamilton's roads. Why is the testing good for Hamilton's economy and what do we get out of it?Guest: John-Paul Danko, City of Hamilton Councillor for Ward 8.Hamilton's transit union has filed for a No Board Report with a vote of 97.6%, which will start the clock towards a strike or job action.Guest: Eric Tuck, President, ATU 107.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.002 | 0.000 |
| Science and technology studies | 0.000 | 0.004 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.003 | 0.002 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.007 | 0.019 |
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".