Royals rally / Real Madrid, Man City advance in UCL / Oilers' rookie to miss time
Bibliographic record
Abstract
Kansas City Royals and about 500,000 fans celebrated the team's World Series victory Tuesday A mic drop moment, two top clubs clinch their knockout round spots in the UEFA Champions League, and the NHL's top rookie may be out for a while. I'm John Gregory, and this is Rivet Sports. The , with left fielder Johnny Gomes winning the prize for the most, well, let's say COLORFUL speech.... CUT That was a literal mic drop by Gomes, who wasn't even on the playoff roster, but has been credited for livening up the Royals clubhouse. Two clubs have guaranteed they'll advance out of the group stage of the UEFA Champions League. Real Madrid clinched a knockout round spot with a 1-0 win over Paris Saint-Germain, and Manchester City punched its ticket by beating Sevilla 3-1. For Man City, its the 3rd straight trip to the round of 16, but this is old hat for Real, who has made it to the knockout stage every year since 1997-98 tournament. The NHL will be without the player touted to be the next Wayne Gretzky for a while. Edmonton Oilers center Connor McDavid broke his collarbone after an awkward crash into the boards against the Philadelphia Flyers. The Oilers are saying he'll be out long-term. Before going down, he had been leading NHL rookies with 12 points in 12 games, being the named the league's Rookie of the Month for October.
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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 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.006 | 0.001 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.552 | 0.285 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".