Colin Low and Transitions 3D: Innovating immersive cinema
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
Abstract Transitions 3D is significant to film scholars because it is the first stereoscopic live-action IMAX film. The film also anchors important histories of Canadian film innovation and culture. From a technical perspective these histories include the development of large format cinema cameras and projection systems, early computer animation, and immersive cinema exhibition architecture. From a cultural perspective, Transitions 3D was the culmination of a prolific and wide flung collaboration of Canadian film-makers and technologists that was forged in response to the cultural mandates of the NFB and the national showcase agendas of successive world expositions. Low’s nuanced modernist ideology coupled with his sustained artistic and technical experimentation were central to these developments, driven in particular by his quest for an immersive cinema that would unite the film viewer and film subject in a stereoscopic cinematic space.
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) | 0.001 | 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