Bibliographic record
Abstract
INTERNATIONAL FILM FESTIVAL BERLIN 2001 IT fit the 2001 Berlinale (7-18 February 2001) like a glove: Stanley Kubrick's 2001 -- A Space Odyssey as the closing night presentation. For back at the 1981 Berlinale, when Martin Scorsese delivered a fiery, passionate lecture on "Color Fading," he cited 2001 in particular to underscore the dilemma of colour preservation. Thanks to his efforts, and those of dedicated film archivists, Stanley Kubrick's 2001: A Space Odyssey (1968) has now been restored to its original pristine colour photography -and was the undeniable hit of the Berlinale. When one recalls that Berlinale director Alfred Bauer had laboured far into the night to book Kubrick's 2001 for the 1968 festival -- a failed effort now fulfilled -- this made for a particularly poignant evening. Stanley Kubrick's widow attended the screening, together with his brother-in-law Jan Harlan, whose documentary Stanley Kubrick: A Life in Pictures was...
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 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".