Feminist Collections, v.28, no.4 (summer-fall 2007)
Bibliographic record
Abstract
CONTENTS: \nFrom the Editors; Book Reviews: \nBaby Blues: Considering Contemporary Maternity, by Claire Wendland; \nFeminisms and Art: Sparking a Revolution, by Melanie Herzog; \nTraditional Masculinity in Crisis: An Opportunity To Create Healthy Alternatives, by Max V. Camp; \nUndead, Gothic, and Queer: The Allure of Buffy,by Pamela O'Donnell; Doris B. Gold, Jewish Women's Studies Publisher, by Phyllis Holman Weisbard. \nFeminist Visions: Growing Up Around the World, \nby Nicole Grapentine-Benton; The Good Ship Motherhood, by JoAnne Lehman; Briefly Noted. \nA Torrent of Moving Images: Free Online Videos \nfor Women's Studies, by Phyllis Holman Weisbard. \nE-Sources on Women & Gender. New Reference Works in Women's Studies. Periodical Notes. \nBooks Recently Received. Index to Volume 29 (2008).
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 | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.012 | 0.001 |
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".