Bibliographic record
Abstract
Vee will have to tread with caution in the coming weeks as they get ready for two major assignments -the World Aquatics Championships in Budapest, Hungary (July 14-22) and the Kuala Lumpur SEAGames (Aug 19-30).Pandelela is still bothered by an old right shoulder injury which flared up at the final leg of the Diving World Series in Windsor, Canada, in April.Ifs the same with Wendy and [un Hoang, who are coping with the rehabilitation process after suffering back injuries during their Diving World' Series campaigns this year.Pandelela (examinations) and Wendy (rehabilita on) skipped the just-concluded Asian Diving Cup in Macau.' Jun Hoang took part and managed to win a silver with Nur Dhabitah Sabri in the 3m springboard synchro and a bronze in the 3m springboard individual.' Malaysia can't afford to miss the trio's services as it could wipe out their chances of a podium
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.
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 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 teacher head, 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".