Bibliographic record
Abstract
Born on the Idaho frontier, Florence James was a New York City suffragette. The first to put Jimmy Cagney on stage, she founded both the Negro Repertory Theatre and the Seattle Repertory Playhouse. She worked with Francis Farmer, Paul Robson, and Helen Hayes, but her views on art and politics and her choice of plays led to a clash with the Un-American Activities Committee. In the wake of two Kafkaesque trials, where she condemned her persecutors as liars, she fled to Canada and kick-started professional theatre in Saskatchewan, the home to North America’s first socialist government. Vital and inspiring, Florence of America is a story of one woman speaking truth to power. "An amazing story of achievement, heartbreak, and endurance...But above all, it is a moving and powerful cautionary tale of what can happen, at any time of any age, when, in [Arthur] Miller's words, a whole world begins to cry 'spirits.'" —Moira Day, Department Head of Drama, University of Saskatchewan
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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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 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".