Bibliographic record
Abstract
SOYICA DIGGS COLBERT, The African American Theatrical Body: Reception, Performance, and the Stage, reviewed by Stephanie L. Batiste CHRISTIN ESSIN, Stage Designers in Early Twentieth-Century America: Artists, Activists, Cultural Critics, reviewed by Christopher Baugh MARY ANN FRESE WITT, Metatheatre and Modernity: Baroque and Neobaroque, reviewed by Patricia Gaborik JENNY HUGHES, Performance in a Time of Terror: Critical Mimesis and the Age of Uncertainty, reviewed by Wendy S. Hesford PETRA KUPPERS, Disability Culture and Community Performance: Find a Strange and Twisted Shape, reviewed by Patrick McKelvey MARILYNN RICHTARIK, >Stewart Parker: A Life, reviewed by Charlotte J. Headrick ROBERT A. SCHANKE, Queer Theatre and the Legacy of Cal Yeomans, reviewed by Darren Patrick Blaney ANTONIO SCUDERI, Dario Fo: Framing, Festival, and the Folkloric Imagination, reviewed by Francesca Spedalieri
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.399 | 0.340 |
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 source (direct Gemma or distilled Codex), 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".