Atlanta Falcons: One of the surprises after week 3 in the NFL
Bibliographic record
Abstract
Three weeks into the NFL season, we have 6 undefeated teams and several winless teams. I'm Jack Schmerer along with Rivet's football guru, Adam Chappelle. One of the surprise teams of the league the Atlanta Falcons. 3, 4th quarter comeback wins. Wide receiver Julio Jones already has 34 receptions, 440 yards and 4 touchdowns. The other surprise winner...the Carolina Panthers. And now they have Jared Allen. Cincinnati's also undefeated. Might be hard for the Steelers and the Ravens to catch the Bengals. And yet one more suprise team the Oakland Raiders. I don't think anybody figured they'd be 2-1. I'm Jack Schmerer along with Adam Chappelle and you're listening to Rivet.
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How this classification was reachedexpand
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.006 | 0.003 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.008 |
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; both teacher heads 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".