Conceiving Iran's future: youth and the transition to parenthood
Bibliographic record
Abstract
Since the publication of images of Iranian students' raised angry fists storming the American embassy in 1979, the idea of Iranian youth has captured the world's imagination and has been a source of puzzlement. The children of the Iranian revolution are today old enough to have their own children. Thus, one unique and original window from which to study Iranian youth is to investigate as they undergo the significant transition from youth to parenthood. This study will be in conversation with three expecting Montreal-based Iranian couples who fall in the cohort known as "the fruit of Iran's revolution;" in other words, youth that have lived entirely under the post revolutionary regime. I will examine parenting as an imagined projection and investigate ways in which my interlocutors envision their life as a first time parent. I suggest that the institution of parenting, with its focal point in society, presents a suitable framework for disentangling the complex and elusive understanding of Iranian youth.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.001 |
| 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 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".