Bibliographic record
Abstract
Editor-in-Chief: Paola Paulino Assistant English Editor: Natasha Faroogh Assistant French Editor: Nathalie Boudreau Editor of Campus Life: Alexa Posliff Editor of Issues and Ideas: Olivia Blackmore Editor of Health and Wellness: Victoria Ramsay Editor of Arts and Entertainment: Vendredi Mounsey Editor of Metropolis: Ayelen Barrios Ruiz Editor of Expressions: Rosemary Richings Associate Editors: Stephanie Settle, Nosheen Siddiqui, Anna-Kay Russell, Laura Stanley, Caitlin Battaglia, Erika Desjardins Photographer: Karaleigh Hayes Photography Assistant: Madiha Moiz Design and Layout: Lauren Glassman, Keith Morris Contributors: Nazampal Jaswal, Jai Jot D.O. Lafayette, Tina Gougoushvili, Ekaterina Rudkovskaya, Alex Moldovan, Stephanie Hamann, Conner Marvin, Sarah Zaslov, Adrien Benson, Ashley Moniz, Sarah Littisha Jansen, Rachel McLean, Elsa Ascencio, Stephanie Mak, Elizabeth Molyneaux, Lisa Chen Who will you be in 2013? Letter from the editor Campus life To visit where everybody knows your name Gan: La Renaissance Glendon needs to become more accessible Wouldurather... Make a change this holiday season The importance of Korea Lunik co-operative A return to scholarship That's what she said! Issues and ideas Change to believe in Un juste milieu entre femenisme et mascuilinisme Remembrance day. Every day! Education for everyone? Looking back on back-to-school jitters Canada and identity politics Revisiting electoral reform in Canada Social networking: Then and now Health and wellness Climate change: It's still happening Take your workout home! Arts and entertainment Top five records you might have missed this year Kickin' it country Top five films you may not have seen... but should! The dark horses of cinema Les Miserables: The musical phenomenon transformed A modern ballet: A review of Alice's Adventures in Wonderland Graffiti for the masses Student visual arts competition Metropolis Another condo?! What to do in the winter? Fast forward Oh, the things Torontonians will see Expressions Les fantomes du manoir A falsified account of a summer's meeting Still burning and beating The pond story Fallen angel Max Overacts
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 0.004 |
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".