Emergency Assistance Program Fiscal Year 2014, Fourth Quarterly Report
Bibliographic record
Abstract
During the final quarter of FY17, the Emergency Assistance (EA) system continued to experience a declining number of families in hotel/motels.The quarter ended with 46 families in hotels/motels compared to 65 during the previous quarter (a 29 percent decrease) and 440 in FY16 Quarter 4 (a 90 percent decrease).Total shelter/hotel caseload showed slight variation from the previous quarter with 34 fewer families in the system (a 1% decrease), while the total caseload was seven percent lower than Quarter 4 FY16.In FY17 Quarter 4, 2,107 families applied for EA, 12 percent more than the previous quarter (1,866 families) and six percent fewer than FY16 Quarter 4. 929 families were placed in EA shelters or hotels/motels during Quarter 4, two percent more than the previous quarter (911 families) and five percent fewer families than FY16 Quarter 4. Also in FY17 Quarter 4. 252 EA eligible families were diverted from shelter with HomeBASE Household Assistance, a flexible benefit to help them retain their current housing or support them in seeking alternative housing.This represented 21 percent of families entering the system.
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.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.151 | 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".