3/15: Sports Update: Duke's Williamson is a force, WV shocks TT, Raptors sink Lakers, Shiffrin takes Super-G
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
3/15: Sports Update: Duke's Williamson is a force, WV shocks TT, Raptors sink Lakers, Shiffrin takes Super-G Some notables from Thursday's Championship week action saw......number five Duke's Zion Williamson in his new kicks score 29 to beat Syracuse in the A-C-C...Also in the A-C-C...number 12 Florida State knocks out Virginia Tech.West Virginia stuns number seven Texas Tech 79-74 to advance in the Big 12 behind a career high 28 points from forward Emmitt Matthews...apa056909-Actuality--KANSAS CITY, Mo.-(Emmitt Matthews, West Virginia forward who scored 28 points)-"just shoot it"-West Virginia forward Emmitt Matthews says his offense is sparked by the rest of the team.And Nebraska surprises number 21 Maryland 69-61 to move on in the Big Ten####To the pros...The shorthanded Raptors take down the Lakers in Canada getting 20 points off the bench from guard Norman Powell filling in for the hurt Kyle Lowry...apa056926-Actuality--TORONTO-(Norman Powell, Raptors guard who had 20 points)-"a little bit"-Toronto guard Norman Powell says he was up to the challenge of filling in for the injured Kyle Lowry.####Elsewhere:Keegan Bradley and Tommy Fleetwood are tied for lead after round one at The Players Championship.MLB players and owners will start labor talks 2 years early...And Team U-S-A skier Mikaela Shiffrin continues to rock at the World Cup Finals...Thursday winning the super-G season title####
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.017 | 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 it