The Green Zone - Hour 3 - The Business of Sport Dropping The Gloves - Thursday, November 18th, 2021
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
The Business of Sport w/Tom Mayenknecht:- The Pittsburgh Penguins are on the verge of being sold and is Canada now a soccer country? Should the Vancouver Canucks really be asking their media to be less negative on the team? Host of The Sport Market Tom Mayenknecht joins Jamie and Drew with the latest on the Business of SportGuest - Tom MayenknechtDropping the Gloves: - Canadiens call up Cole Caufield just 6 games after he went back to the AHL - Coyotes GM Bill Armstrong on team's bad start to the season: \\"You're not going to be great unless you go through the draft\\"Champs and Chumps: Champs: The Vancouver Canucks fan who brought in a sign that said \\"Fin You're the Best at Winning\\"... but when it's folded (like those old Mad Magazine comics), it says \\"Fire Benning\\" Chumps: The Big 12 has barred Texas Tech's football radio broadcasters from calling Saturday's game versus Oklahoma. Announcers Brian Jensen and John Harris are being penalized for criticizing referees and conference officials last week
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.670 | 0.005 |
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