Consequences of Eviction-Led Forced Mobility for School-Age Children in Houston
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
Eviction cases are concentrated among renter households with children, yet we know little about the repercussions of evictions for children’s educational trajectories. In this study, we link eviction records in Harris County, Texas, to educational records of students enrolled in the Houston Independent School District between 2002 and 2016. At least 13,000 public school students in Houston lived in households that were filed against for eviction. These students came from disadvantaged backgrounds, and nearly a quarter lived in households that were filed against repeatedly. Students whose parents were threatened with eviction were more likely than their peers to have left the district by the next academic year. Students who remained were more likely to have switched schools, often relocating to schools with fewer resources, more student turnover, and lower test scores. Eviction filings were associated with increases in absences and, among students who switched schools, more suspensions.
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 | 0.001 | 0.001 |
| 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