Sent home: mapping the absent child into migration through polymedia
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
Abstract Migrants and their transnational families document their children and child‐rearing practices on social networking sites (SNS) to enhance their social mobility. In this article, I identify a new group of migrant children, namely those sent home to their parents’ countries of origin for an imagined ‘good childhood‘. I demonstrate that polymedia – SNS and other platforms – sustain these children and create new norms of publicness and visibility in transnational parenting. Exploring how families document child‐raising across international boundaries, I show how the trajectories of parenting relationships remain open ended. I counter the predominant focus on transnational parenting as a kind of abandonment attached to left‐behind children. Instead, I refocus the research on the opportunities polymedia give families to create and sustain intimacies, thus making the trajectories of migrant families and children increasingly dynamic. Polymedia create important shifts in global migration – a transformation that requires changes in the way scholars approach transnational families and long‐distance parenting.
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 | 0.003 | 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