3/18: Sports Update: Duke back at top, Pistons rest Griffin, Ellsbury hopes to play again
Bibliographic record
Abstract
Duke is back on top followed by Virginia and North Carolina to give the Atlantic Coast Conference a 1-2-3 showing in the final AP Top 25 poll this season.-------------------------------------------------------------------The Detroit Pistons will rest forward Blake Griffin for at least one game this week to keep him as fresh as possible for their final postseason push.--------------------------------------------------------------Jacoby Ellsbury says he expects to play again, but it's not clear when that might happen. The 35-year-old New York Yankees center fielder reported more than a month late to spring training after a rehab program in Arizona for hip surgery.------------------------------------------------------------Union head Tony Clark is applauding the Toronto Blue Jays' decision to give minor league players a 50 percent raise, and he hopes other clubs will do the same. Many players have made as little as $1,100 per month and don't get paid during spring training or the offseason.-------------------------------------------------------------For the AP, Iâm RB with the 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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.680 | 0.544 |
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".