Bibliographic record
Abstract
LOCARNO INTERNATIONAL FILM FESTIVAL 2002 Locarno(1-11 August, 2002) celebrated its 55th anniversary with a selection of films that favoured Europe. The festival, which is somewhat squeezed between Cannes and Venice, seemed to have chosen this year a general policy of showcasing interesting and enjoyable films to its summertime public, rather than engaging in a futile chase of undiscovered talent. Twenty-two films competed for the Golden and Silver Leopards. Two very stimulating films of this section, which incidentally escaped the jury, were the latest work of Gus Van Sant (Drugstore Cowboy, Good Will Hunting, Finding Forester), a visual, contemplative voyage interior called Gerry and Rebecca Miller's Personal Velocity, a 'woman's film' to say the least. The story of Gerry, if there is one, involves two young men, both of whom are named Gerry, who go for a walk and get lost. First it seems like a bad joke, but then...
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.647 | 0.305 |
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".