Bibliographic record
Abstract
Winter is a film about Mandy King-Holmes. Mandy is 50 years old. She lives in York, has two children and four dogs. Mandy also has terminal lung cancer. A delicate, filmed portrait of a person at the end of their life, Mandy gave full and generous commitment to the project and was extraordinarily good humoured and open, talking about the numerous challenges she overcame as a child, an adult and a parent. Winter was commissioned as one quarter of Quarantine Theatre’s “Summer. Autumn. Winter. Spring.” an epic quartet of performances about the human life-cycle and our relationship with time. The other three pieces were live performances made up of casts of ordinary people. Making Winter. as a film was an opportunity to focus on a close up; a portrait of just one person. Summer. Autumn. Winter. Spring. premiered in March 2016 at The Old Granada Studios, Manchester the former home of Coronation Street. Winter. was produced as a super wide-screen projection, incorporating diptych and triptych to depict the complexities of a life. ‘quietly, determinedly brilliant’ — The Stage ‘by far the most successfully realised component of the sequence.… a quietly moving tribute’ — The Guardian
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.431 | 0.140 |
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".