Iran awakening : a memoir of revolution and hope
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
The winner of the 2003 Nobel Peace Prize is an advocate for the oppressed, whose spirit has remained strong in the face of political persecution. Best known here as the lawyer working tirelessly on behalf of Canadian photojournalist Zara Kazemi--raped, tortured and murdered in Iran--Dr. Ebadi offers us a vivid picture of the struggles of one woman against the system. The book chronicles her childhood in a loving, untraditional family, her upbringing before the Revolution that toppled the Shah, her marriage and her faith, as well as her life as a mother and lawyer battling an oppressive regime in the courts while bringing up her girls. Outspoken, controversial, Ebadi became the first female judge in Iran; when the religious authorities declared women unfit as judges, she fought her way back as a human rights lawyer, defending women and children in cases that most lawyers were afraid to represent.--From publisher description.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 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