What Is and What Aint:<i>Topdog/Underdog</i>and the American Hustle
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: Taking as a jumping off point the three-card monte dealer’s techniques in hustling a mark, this article’s examination of Suzan-Lori Parks’s Topdog/Underdog emphasizes exactly how Lincoln manipulates his younger brother, Booth. Attention to Lincoln’s methods reveals that he never intends to teach Booth the con; instead, he inflates Booth’s confidence in order to con his brother out of five-hundred dollars. Parks’s play is a biting critique of family in contemporary American society, exposing the breakdown of supposed unifiers like race and kinship. While the play is traditionally read as an “African-American drama” or “brother play,” this article suggests an alternative genealogy that includes Arthur Miller’s Death of a Salesman and August Wilson’s Fences. Miller’s Biff and Happy became Wilson’s Lyons and Corey, and are now Parks’s Lincoln and Booth in a play that examines how the wounds of mid-twentieth-century socio-economic mendacity and inequality persist with increasing destructiveness in the present day.
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 | 0.001 | 0.002 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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