SHORT CUTS #123 - Out Of (Teen) Vogue
Bibliographic record
Abstract
Breitbart News has convinced concerned Christian families that Ontario’s new child protection laws will bring forth a queer totalitarian state, where parents opposing or denying their children’s gender identity will have them forcibly removed from their homes. After tweeting about almost being published in Teen Vogue on June 2, Toronto-based freelance writer, Roslyn Talusan’s call-out of the magazine went viral and led to dozens of writers flooding her inbox with similar stories of being strung along after having successfully pitched personal stories and essays approved by editors of Conde Nast’s supposedly progressive, feminist magazine. The Liberal government is moving forward with an amendment to the Criminal Code, as a result of the Jian Ghomeshi case. The change will, for the first time, ensure that a complainant’s text messages, e-mails and video recordings with sexual content or a sexual purpose can be kept out of trials. Freelance writer and editor at Femsplain, Roslyn Talusan joins Jesse.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.016 | 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".