Bibliographic record
Abstract
THE FEMALE DOUBLE: SUBJECTIVITY BETWEEN ALLEGORY, FACTICITY AND MARIVAUDAGE 'What is mind? No matter. What is matter? Never mind'George Berkeley (1685-1753) It is certainly significant that in two subsequent years Cristian Mungiu's film, Beyond the Hills (Dupa dealuri, Romania-France-Belgium, 2012) - or BTH - and Abdellatif Kechiche's Blue Is the Warmest Colour (aka La vie d'Adèle, France-Belgium-Spain, 2013) - or BITWC - were nominated for the highest award at the Cannes film festival, which the latter did get, while Mungiu (who got the Palme D'Or in 2007 for his 4 Months, 3 weeks and 2 Days/ 4 luni, 3 saptamâni si 2 zile) had to settle for the Best Screenplay award. But even more remarkable is that the duos of principal actresses - the Romanians Cristina Flutur and Cosmina Stratan, and the French Léa Seydoux and Adèle Exarchopoulos - became recipients of the Best...
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.009 | 0.016 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".