Bibliographic record
Abstract
BERLINALE 2000 AT FIFTY FOR the first time in the history of the festival, the 50th Berlinale (9-20 February 2000) was opened by the President of the Federal Republic of Germany, Johannes Rau. German Chancellor Gerhard Schroeder joined Berlin Mayor Eberhard Diepgen at the grand inauguration of the new festival location cum headquarters on the Potsdamer Platz. Cultural Minister Michael Naumann presented Jeanne Moreau with an honorary Golden Bear and chatted with her about co-founding a new German-French Film Academy. L'Oréal sponsored the VIP lounge. The party for Danny "Trainspotting" Boyle's screen adaptation of Alex Garland's The Beach (UK-USA), starring Leonardo DiCaprio, was voted the festival's most lavish and exotic. Kenneth Branagh enlivened the press conference for his Love Labour's Lost (UK) with a droll quote: "Shakespeare has been an excellent meal ticket!" MPAA's Marc Spiegel reminisced how the Berlinale became a major international festival event a half-century ago....
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.475 | 0.304 |
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".