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
As playwright, actor, director, teacher, mentor, theatre administrator, and critic, Sharon Pollock has played an integral role in the shaping of Canada's national theatre tradition, and she continues to produce new works and to contribute to Canadian theatre as passionately as she has done over the past fifty years. Pollock is nationally and internationally respected for her work and support of the theatre community. She has also played a major role in informing Canadians about the "dark side" of their history and current events. This collection, comprised entirely of new and original assessments of her work and contribution to theatre, is both timely and long overdue. Includes a new play titled "Sharon's Tongue" by the Playing with Pollock Collective With contributions by: Kathy K. Y. Chung Donna Coates Carmen Derksen Sherrill Grace Martin Morrow Jeton Neziraj Wes Pearce Tanya Schaap Shelley Scott Jerry Wasserman Jason Weins Cynthia Zimmerman
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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.015 | 0.005 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.421 | 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