Bibliographic record
Abstract
35th KARLOVY VARY INTERNATIONAL FILM FESTIVAL The Brazilian film revival received another festival boost when Andrucha Waddington's Eu Tu Eles (Me You Them) scored a hardly unexpected Crystal Globe victory at the 35th Karlovy Vary festival (5-15 July 2000). Since 1995, when the new government (after the impeachment of the president) introduced friendly film laws to encourage investment in productions, a Golden Bear has been awarded at the Berlinale to Walter Salles's Central Station -- followed by an even more important commercial box-office hit: Carlos Diegues's Orfeu, a remake of Vinicius de Morales's play Orfeu de Carnival, the same source used by Marcel Camus for his Orfeu Negro (Black Orpheus), the Golden Palm winner at the 1959 Cannes festival. In June, a month before Karlovy Vary, Orfeu was the key film in the 24-film retrospective programmed at the Troia festival in Portugal to celebrate the discovery of Brazil 500...
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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 | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".