Mackling & Megarry - Thursday, May 18th, 2017
Bibliographic record
Abstract
00:00 - Hamilton police officers arrests journalists at the scene of a crash, even though they're well-behind the police tape. Too far?13:46 - Topic continued: Duncan Pike -- Campaigns and Advocacy Coordinator, Canadian Journalists for Free Expression18:32 - Death of Chris Cornell -- Eric Alper, music commentator29:06 - Toronto Blue Jays' Kevin Pillar apologizes for homophobic slur -- 680 CJOB's Keith McCullough & Matt Carty37:42 - Bestselling Norwegian crime writer Jo Nesbo, who has sold over 30 million books! He'll be at McNally Robinson Booksellers this evening at 7pm to sign his latest novel featuring Detective Harry Hole -- \\"The Thirst\\". Also, one of his previous books \\"The Snowman\\" is being adapted into a movie starring Michael Fassbender. That's pretty neat.55:38 - Carolyn Klassen, therapist with Conexus Counselling -- Loyalty! Where does it originate, and how do we nurture it?74:07 - \\"Drag queen story time holds court at Winnipeg Public Library\\" -- This Saturday May 20th at Millenium Library and Wednesday May 31st at West End Library, the city is teaming up with Sunshine House for \\"Red By Queens\\", a family story time event featuring local drag queens. INCLUDING our guest, Levi Foy, who is the founder of the \\"Like That by Sunshine House\\" program, and goes by \\"Prairie Sky\\" as a drag queen.87:12 - Unraveling the Wilburys ticket giveaway93:07 - Richard Cloutier & Julie Buckingham tee up THE NEWS, then Brett & Greg go at it over the Kevin Pillar situation.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.771 | 0.591 |
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; the direct Gemma label and the distilled Codex classifier 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".