David Cronenberg's "Videodrome": Media Theories and Cultural Cliches
Bibliographic record
Abstract
This essay approaches David Cronenberg’s celebrated movie Videodrome (1983) not as a Sci-Fi film exploring the future but instead as a movie which helps to better understand complex media theories of the time (1980s). Probing ideas coming from the School of Toronto, and especially from Marshall McLuhan, Videodrome frames the side effects of an environment where television is still the dominant medium. Consistently, in that movie Cronenberg assesses the technological extension of the human body, as well as the psychological effects on human beings living in a hyper-consumerist landscape, in turn leading to blur inner and outer self and to subvert traditional sexual and moral biases. However, while opening up the doors of perception to the complexity of the technological environment soon to be superseded by the digital revolution, that movie nevertheless casts a mask on McLuhan, which limited our appreciation of both the man and his message and, at the same time, of the School of Toronto legacy.
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 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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".