Bibliographic record
Abstract
Feb. 16, 2004 20 pgs. Pro-Tem near bankruptcy with no financial assistance from the GCSU; Glendon students sick of freezing temperatures in dorm rooms; first ever Christ Awareness Week a success at Glendon; Prime Minister Paul Martin meets with the Canadian Alliance of Student Associations; Sut Jhally, founder of Media Education Foundation and a communications professor at University of Massachusetts, teaches students through groundbreaking documentaries about the manipulation of the mass media. Contributers: Loic Lahournat, Gina Letourneau, Graham Noble, Fred Ayih, Adam Riggio, David Bouquerel, Sean Bawden, Naomi Knight, Jacqui Simon, Julien Daviau, Julie Ellis, Cathia Badiere, Louis-Etienne Vigneault, Erica Ball, Ashley Beaulac, Tim Gunderson, Mihnea Dumitru, Kelly Hynes, Raymond Kyte Editor-in-Chief: Chris Spraakman Assistant Editor: Julie Marion Sage Layout/Design: Jadzia Karas, Chris Spraakman Photo Editor: Peter Garver Article titles: Pro-Tem's autonomy: why was it necessary? Dear Editor: Pro-Tem was close to bankruptcy and had to make drastic choices: including asking the administration to resolve the issue The letter which promises to change Pro-Tem Conference internationale Who is to blame for freezing residence rooms? Fondu au noir Why bother with a Christ Awareness Week? Glendon Christian fellowship puts on a successful Christ Awareness Week York Federation of Students removes Samiian and Fiedtkou from their council A world fit for children Glendon idol! John Ralston Saul to speak at Glendon Entrance exam for the Glendon School of Translation Principal McRoberts reappointed Glendon gallery to move to space beside theatre The Snowball: Glendonites out on the town Maybe not in my time: Cathia Badiere explains that the gains made by our mothers are only now beginning to be recognized Le vert dans tous ses eclats PM Paul picks CASA for face-to-face frolic La litterature franco-ontarienne se fait entendre avec le Prix des lecteurs de Radio-Canada Information all around us Advertising and the end of the world Emile, a search for redemption Along Came Polly Family Music: The Ties that Bind Us, Theatre Glendon took a realistic turn in Wolf's independent production Adam Green Chronique nocturne: la tete dans les etoiles Ask Reggie Eyecandy is dandy, but eyeliquor is quicker If you can't get them off your back-beat them at their own game Consumers take the offensive in a bid to get rid of telemarketers
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.716 | 0.692 |
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 source (direct Gemma or distilled Codex), 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".