Bibliographic record
Abstract
The British group at the Rencontres in Montréal in 1974 included three people who represented three poles of radical film culture in the U.K. at the time. Simon Hartog represented the radical wing within the film union, the Association of Cinematograph, Television and Allied Technicians (ACTT), and was the researcher for the union’s report on nationalising the film industry. Nick Hart Williams represented The Other Cinema (TOC), an alternative distribution non-profit collective with a focus on political films from the Third World and political fare from Europe and the U.S. Gustav Lamche was a founding member of Cinema Action, a political collective that established particularly strong links within the trades union movement. The nationalisation plan was utopian and quietly dropped, but the growing band of independent political filmmakers, who were mostly outside the union, came together in 1976 to form the Independent Film-Makers' Association (IFA), which negotiated a Workshop Agreement with the ACTT and was recognised with slots on the new Channel Four when it started broadcasting in 1982.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.020 | 0.004 |
| Scholarly communication | 0.006 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.078 | 0.004 |
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".