Marilyn Waring: Spokesperson for Global Feminist Economics
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Marilyn Waring is a farmer, university lecturer, development consultant, and writer. She is an important voice challenging mainstream economic and political ideologies currently driving globalization. Her best-known work, If Women Counted, describes how economic orthodoxies exclude most of women's productive and reproductive work, rendering half of the world's population invisible. This book is now available from the University of Toronto Press under its original title, Counting for Nothing, and is the subject of a full-length documentary film, Who's Counting? produced by the National Film Board of Canada and released in 1995. Waring argues passionately, powerfully, and convincingly for the urgency of rethinking basic economic concepts such as gross domestic product in ways that take community well being into account. In her latest publication, Three Masquerades (Auckland University Press, 1996), Waring explores the interconnections between equality, work, and human rights. Until the whole is exposed to question, Waring warns, nothing alters in the power dynamics of who chooses, who judges, who defines, who rules, who imposes... and lies masquerade as truths.
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.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it