Bibliographic record
Abstract
Editor-in-Chief: Cheryl Kane Assistant English Editor: Elsa Ascencio Assistant French Editor: Paola Paulino Editor of Campus Life: Davina Sinnatamby Editor of Issues and Ideas: Lucas Dixon Editor of Health and Wellness: Amy Anastasopoulos Editor of Arts and Entertainment: Vendredi Mounsey Editor of Metropolis: Melissa Crisafulli Editor of Expressions: Natasha Faroogh Photographer: Karaleigh Hayes Design & Layout: Lauren Glassman, Keith Morris Communications Officer: Corlene Ward Office Manager: Cindy Lei Contributors: Vicky Brooks, Andrea Cordoba, Darnel Harris, Samantha Osaduke, Nazampal Jaswal, Dani Kent, Tori Ramsay, Laura Stanley, Andy Cameron, Canaan Grall Chestnut Pine, Sexiest squirrel alive! 2012 York Discovery: Ancient Glendon Campus Found On May 4th Invisible Jedi Desire to Make Film Criminal Famous for Ruining Star Wars Franchise Letter from the editor Glendon art classes Serious news Labour negotiations between York and CUPE 3903 Alternative partying The world university service of Canada Point and counterpoint Campus life Glendon college rediscovered The cat's out of the bag! A new kind of security Good bye stairs of doom! L'anglais: Nouvelle exigence pour obtenir un bac Glendon gets its own quidditch team Issues and ideas The great Canadian merger A label for everyone! Calling all forever-alone girls at Keele Save the male Glendon student Health and wellness Fun summer workouts 3 cheers for 3 stars! Lunar flares create mass insanity Arts and entertainment My life, a reality TV show Nickelback honoured fittingly Metropolis Ford an honorary guest at book lover's ball It's raining blue and white! TTC announces 'expand the lines' kids' contest Expressions Puzzles
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.110 | 0.003 |
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".