2019 Common Book Selection: A Different Kind of Daughter
Bibliographic record
Abstract
A DIFFERENT KIND OF DAUGHTER tells of Maria's harrowing journey to play the sport she knew was her destiny, first living as a boy and roaming the violent back alleys of the frontier city of Peshawar, rising to become the number one female squash player in Pakistan. For Maria, squash was more than liberation was salvation. But it was also a death sentence, thrusting her into the national spotlight and the crosshairs of the Taliban, who wanted Maria and her family dead. Maria knew her only chance of survival was to flee the country.Enter Jonathon Power, the first North American to earn the title of top squash player in the world, and the only person to heed Maria's plea for help. Recognizing her determination and talent, Jonathon invited Maria to train and compete internationally in Canada. After years of living on the run from the Taliban, Maria packed up and left the only place she had ever known to move halfway across the globe and pursue her dream. Now Maria is well on the way to becoming a world champion as she continues to be a voice for oppressed women everywhere.
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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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".