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
"Nights of Broken Glass" is an original screenplay inspired by my Grandfather's (Jan Schenk) testimony of his experiences in two different concentration camps during the Second World War. His experiences are fictionalized through my main character Treenka Hooksma, a seventy-seven year old woman living in Canada. When she moves to Birchville Manor, she associates the place with the concentration camp she was imprisoned in during her youth--' Sachsenhausen'--the second camp in which my Grandfather was incarcerated. She decides to leave the Manor and returns home where she finds seventeen-year-old Casie Simard in her old house. Although Casie has been hired to "clean out" Treenka's house, Treenka mistakenly identifies Casie as a ghost--one of five who have been haunting Treenka for over fifty years. The film investigates the relationship between these two women--their suspicion, trust, misunderstanding, forgiveness and love for one another.
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 | 0.000 | 0.000 |
| 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 it