What to know: Democratic debate and more AP stories
Bibliographic record
Abstract
The Sanders campaign came under fire after health care activist Dr. Paul Song made these comments at a Manhattan rally Wednesday night. Bernie Sanders and Hillary Clinton will face off tonight in New York at the Democratic Debate ahead of Tuesday's primary That's one of the things the Associated Press says you should know for today... Sanders tweeted Thursday there's no room in political discourse for that kind of language... and Song has apologized, saying it was insensitive. --- North Koreans are feeling the pain at the pump... Gas prices're surging in Pyongyang and could have damaging affects to its economy. --- Millions of dollars of nuts have gone missing in California. Sophisticated crime rings are making off with truckloads of almonds and walnuts despite a crack down on the heists. --- A similar problem's happening in Afghanistan... It's mineral wealth is being looted -- smugglers are bribing local officials to turn a blind eye so they can transport gems to be sold on the black market. --- And Canada's new assisted suicide law will exclude non-canadians... So Americans or other foreigners who travel to the country won't be able to go there to end their lives. For the AP, I'm Gillian McGhee with 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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.002 |
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".