Bibliographic record
Abstract
CANNES INTERNATIONAL FILM FESTIVAL 2001 Two events devotee of made the 54th Festival International du Film (9-20 May 2001) particularly memorable. The first was the news that, after 22 years as délégué général, Gilles Jacob stepped up to become Président while handing down the reins to Thierry Frémaux, the latter now divides his time between Cannes and duties as head of the Institute Lumière in Lyons. The other was the presence on the Croisette of seven previous Palme d'Or directors: Francis Ford Coppola (The Conversation, 1974, and Apocalypse Now, 1979), Ermanno Olmi (The Tree of Wooden Clogs, 1978), Shohei Imamura (The Ballad of Narayama, 1983, and The Eel, 1997), David Lynch (Wild at Heart, 1990), Joel and Ethan Coen (Barton Fink, 1991), and Abbas Kiarostami (The Taste of Cherries, 1997). One might add, too, that over the past quarter century each of their eight award-winning films helped considerably to...
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 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 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.005 | 0.006 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.003 | 0.002 |
| Insufficient payload (model declined to judge) | 0.434 | 0.291 |
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".