Bibliographic record
Abstract
16th INTERNATIONAL ASIAN CINEMAS FESTIVAL VESOUL Started sixteen years ago by ambitious lovers of cinema, Martine and Jean-Marc Thérouanne, the International Asian Cinemas Festival of Vesoul (FICA, 26 January-2 February 2010) has become one of the most important festivals in Europe and especially in France on the cinemas of the Asian countries. The 16th edition took place between 26 January- 2 February 2010 this year with a focus on Turkey, Taiwan and Vietnam. In this context, a special retrospective was devoted to Ömer Kavur (1944-2005), the truly auteur filmmaker of Turkey. All fiction features of Kavur including classics such as Motherland Hotel were screened for the first time in France, to the enthusiastic audiences that travelled far to this otherwise quiet town near the Swiss border. Sixty years of Taiwanese cinema that stretched from 1949 to 2009 was presented with eighteen films that included lesser-known names (Vivian Chang, Hidden...
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.029 | 0.005 |
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".