Bibliographic record
Abstract
Jacques Attali is a professor, writer and honorary member of the Conseil d'Etat; CEO of A&A, an international consulting firm specializing in new technologies; and President of PlaNet Finance, an international non-profit organization that assists microfinance institutions all over the world. He also served as Special Advisor to the President of France from 1981 to 1991 and was the founder and first president of the European Bank for Reconstruction and Development (1991 to 1993). He is a columnist for L'Express and has also published forty books including numerous essays on a wide variety of subjects, biographies, novels, children's tales, and plays. Chochana Boukhobza was born in Tunisia in 1959. She worked as a journalist and has published six novels and two children's books and directed a documentary film, Un billet aller-retour, which analyses the relationship of the French Jews with Israel (2005). Her first book, Un été à Jèrusalem (1986) was awarded the Prix Méditerranée. Her other books include Le cri, Les herbes amères, Pour l'amour du père, and Sous les Etoiles. Naïm Kattan was born in Baghdad in 1928 and emigrated to Montreal in 1954. A few months after his arrival in Montreal he founded the Bulletin du Cercle Juif. He has contributed to many newspapers and literary periodicals in Canada, France, Belgium, and other countries and is a frequent commentator on radio and television. He has published thirty five books: novels, short stories, essays, and plays. In 1992, Kattan became an associate professor at the Université du Québec de Montreal. Naïm Kattan has received many honors and awards. In 2004, he was the laureate of Quebec's Athanase David literary prize. Albert Memmi, one of the founding figures of Tunisian literature in French, has lived in France since the 1950s. His novels include La statue de sel (1953), Agar (1955) and Le Pharaon (1988). He is also the author of sociological studies on race and ethnicity in colonial and postcolonial situations, including Portrait du colonisé, précédé du portrait du colonisateur (1957), Le racisme (1982) and Portrait du décolonisé arabo-musulman (2004). Among his books on Jewishness and the Jewish condition: Portrait d'un juif (I 1962, II 1966) and Juifs et Arabes (1974). His autobiography, Le nomade immobile, was published in 2000. Georges Moustaki was born in Alexandria, Egypt, in 1934. He is a singer and songwriter. His parents were originally from the island of Corfu (Greece) and moved to Egypt. Moustaki left Alexandria for Paris in 1951. Victor Teboul is the editor of the popular Webzine Tolerance.ca® (www.tolerance.ca). His most recent novel, La Lente découverte de l'étrangeté, recounts the brutal departure of Jews from Egypt during the 1956 Suez Crisis. Dr. Teboul teaches literature at a college near Montreal. For more details on his works, please consult his website at http://www.victorteboul.com.
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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 | 0.005 | 0.028 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.407 | 0.153 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".