2011 WINGS #25, 26-11 Breaking Cycles Part 1 and 2
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
Description: Women's Worlds 2014 will take place in Hyderabad, India, in August 2014. The previous one, in 2011, was said to be the largest international feminist gathering ever held in Canada. The first plenary was an intimate moment of self-revelation and sharing by a very diverse panel of change activists. Conclusion of remarkable discussion in the first Plenary at Women's Worlds 2011 in Ottawa, about women of colour breaking cycles of racism, colonialism, horizontal hostility, caste, and child sexual abuse. Ends with riveting throat-singing performance by Tanya Tagaq. Host(s): Featured Speakers/Guests: The opening plenary was hosted by Joann St.-Louis, law lecturer and rights activist in Canada. Guests: Tanya Tagaq, Inuit throat singer from Canada; Andrea Smith, Communications Prof. and Cherokee indigenous rights activist from the US; and Devaki Jain, scholar and development economist from India. Credits: Audio recorded by Frieda Werden; editing by Bea Bernhausen. Update by Frieda Werden Comments: Updated of WINGS program first issued in October 2011.
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) | 0.446 | 0.009 |
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