Bibliographic record
Abstract
THE FOLLOWING portraits of Miloš Forman and Saul Zaentz celebrate from a personal perspective the extraordinary film accomplishments by this masterful director-producer team on the occasion of Lifetime Achievement Awards given by Film By the Sea Festival in the Dutch seaside resort cities of Vlissingen and Scheveningen. Miloš Forman and Saul Zaentz, invited by festival director Leo Hannewijk and international co-director Steve Klain, were honoured as well by leading personalities of the Netherlands and the European Union. Indeed, this single event scored as one of the festival highlights of the year. Miloš Forman - Auditions and Adaptations My first meeting with Miloš Forman took place in April 1968 - a couple hours after I had been thrown out of the Variety office on 43rd Street for daring to "sign myself on" as a future correspondent. To get rid of me, Bob Landry, the benevolent desk editor, sent me over...
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.003 |
| Scholarly communication | 0.008 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.015 | 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".