How Can The Winnipeg Jets Ensure This Pivotal Upcoming Season Is Successful?
Bibliographic record
Abstract
On tonight's episode, we look into a few definitions of success for the upcoming Winnipeg Jets season. Is it enough to make the playoffs and, even in a lesser form, make some noise? How deep can the Jets get before their roster and tactical limitations start to become too great to overcome? If Winnipeg stumbles mightily and somehow ends up in lottery territory, would that secretly be successful? What line arrangements can the Jets produce to divvy up the scoring talent and give Winnipeg waves of offensive pressure? Will the Jets finally fix a power play that's been near the bottom of the league in goalscoring threat? Why is a quality power play so crucial for next year's team?Support Us By Supporting Our Sponsors!BirddogsGo to birddogs.com/LOCKEDONNHL or enter promo code LOCKEDONNHL for a free Yeti style tumbler with your order. You won't want to take your birddogs off we promise you.AG1If a comprehensive solution is what you need from your supplement routine, then try AG1 and get a FREE 1-year supply of Vitamin D AND 5 free AG1 Travel Packs with your first purchase. Go to drinkAG1.com/NHLNETWORK.FanDuelMake Every Moment More. Don't miss the chance to get your No Sweat First Bet up to TWO HUNDRED DOLLARS in Bonus Bets when you go FanDuel.com/LOCKEDON.FANDUEL DISCLAIMER: 21+ in select states. First online real money wager only. Bonus issued as nonwithdrawable free bets that expires in 14 days. Restrictions apply. See terms at sportsbook.fanduel.com. Gambling Problem? Call 1-800-GAMBLER or visit FanDuel.com/RG (CO, IA, MD, MI, NJ, PA, IL, VA, WV), 1-800-NEXT-STEP or text NEXTSTEP to 53342 (AZ), 1-888-789-7777 or visit ccpg.org/chat (CT), 1-800-9-WITH-IT (IN), 1-800-522-4700 (WY, KS) or visit ksgamblinghelp.com (KS), 1-877-770-STOP (LA), 1-877-8-HOPENY or text HOPENY (467369) (NY), TN REDLINE 1-800-889-9789 (TN)Learn more about your ad choices. Visit podcastchoices.com/adchoices
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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 | 0.005 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.021 | 0.004 |
| Scholarly communication | 0.023 | 0.008 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.005 | 0.008 |
| Insufficient payload (model declined to judge) | 0.058 | 0.032 |
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".