PodcastOne Sports Minute for April 27, 2017
Bibliographic record
Abstract
The PodcastOne Sports Minute for April 27, 2018 Baker Mayfield is the NFL's No. 1, draft pick despite being considered an outsider for the top spot, at least until the last few days. Mayfield will join the Cleveland Browns. The Panthers have agreed to a two-year contract extension with three-time Pro Bowl tight end Greg Olsen worth $8.5 million per season. Olsen, who's 33 became the first tight end to post three consecutive 1,000-yard seasons from 2015-17. He missed most of last season with a broken bone in his foot. A trio of possible series-ending games are on tonight's NBA playoff schedule: Cleveland at Indiana, Toronto at Washington and Oklahoma City at Utah. For the Cavaliers and Raptors, either they advance with a road win or head back home for Game 7 on Sunday. The Thunder must win in Salt Lake City, or it'll be the Jazz headed to the second round.For the AP I'm BK with your Podcastone sports minute.
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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 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.853 | 0.788 |
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".