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
This chapter discusses the opening scenes of David Cronenberg's <italic>Shivers</italic> (1975). The exteriors and interiors of Starliner Tower, where the film is located, are played by Tourelle-Sur-Rive on Nuns' Island, a late work of the Bauhaus architect Ludwig Mies van der Rohe. The structure of the building provides a physical framework for Cronenberg's choices in the film. The <italic>mise-en-scène</italic> and production design works with the shapes of the rooms made available to the production by their residents, and their existing décor, which the production had little budget to re-dress. This unity of location makes <italic>Shivers</italic> the last of three major Cronenberg films to begin, or double, as explorations of a built environment. The chapter then considers the film's plural identity as a Quebecois production made with English-Canadian state financing. It also introduces the characters of the story. In <italic>Shivers</italic> , as in most of Cronenberg's horror films, the source of the danger is private medicine, ‘private’ in both the ‘commercial’ and ‘personal’ senses.
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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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