Bibliographic record
Abstract
THE 21st FAJR INTERNATIONAL FILM FESTIVAL (1-11 February 2003) offered twenty-two films in the Competition section, three of which were from Iran. Reza Mir-Karimi's Here, a Shining Light explored the issue of religious faith in the story of the custodian of a shrine who looks for a replacement when he is obliged to go to town for medical treatment. Villagers who have lost faith in the shrine offer no help, which forces him to turn over the responsibility of the shrine to his mentally retarded son with unexpected consequences. Vahid Mousayian's second feature, Silence of the Sea was a poetic rendition of the inner turmoil of an exile trying to connect his severed ties with his roots. Asghar Farhadi's Dance in the Dust also delved into the theme of loneliness of the uprooted although the protagonist of his film was a simple Azari youth rather than an intellectual doctor...
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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 | 0.003 |
| 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) | 0.000 | 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".