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
Mobile Homes Drive is the story of a mother, Nessa, raising a teenage daughter alone in a trailer park in the mid-nineties. When Nessa discovers neighbor Justin's dead child in a hot car, she finds herself amid a culture war. The town's sympathies do not extend to Justin, a recovering drug addict, though Nessa believes the child's death was an accident. At the front of the movement against Justin is Shelby Fuller, pastor of the local church and Nessa's boss. Nessa's testimony as witness to the incident is challenged as Shelby uses the child's death to kick off a bid for town mayor. Months later, participation in Justin's defense prompts Shelby to fire Nessa. Meanwhile, Shelby plans to demolish Mobile Homes Drive, where Nessa lives, to appease his constituents' prejudices against poverty. To legally outmaneuver the powerful clergyman, Nessa consults Justin's attractive attorney, Brent. Just as Nessa's new relationship blooms, her estranged husband Dale returns with a pregnant fiancé in tow. When Dale discovers an inappropriate relationship between his daughter and Pastor Shelby's adult son, Dale threatens jobless, homeless Nessa's custody of their daughter. Mobile Homes Drive contemplates the subtleties of a small-town class system, the role of Christianity in Southern politics, and the tangle of familial relationships.
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 | 0.001 |
| Science and technology studies | 0.001 | 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 | 0.001 |
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