Bibliographic record
Abstract
Faits d'actualité/Current Events par Rémi Moreau I. Un fonds de 850 millions de dollars créé par MMC Marsh & McLennan, le premier courtier mondial, a conclu un accord à l'amiable à la fin de février avec le procureur de l'État de New York, Eliot Spitzer, mettant ainsi un terme à toutes les actions engagées sur les commissions occultes dont il était accusé.Cet accord prévoit la création d'un fonds de 850 millions de dollars pour dédommager les clients affectés sur l'ensemble du territoire améri cain.Aucune portion de cette somme ne représente une amende ou une sanction.2. MetLife met la main surTravelers Life and Annuity Co. et devient le premier assureur vie américain Deux sociétés new-yorkaises ont conclu un projet d'accord, qui sera définitivement scellé cet été, en vertu duquel MetLife pourra acquérir de Citigroup, le premier groupe financier mondial, sa filiale d'assurance vie Travelers Life and Annuity Co. Cette transaction, évaluée à 11,5 milliards de dollars US permettra à MetLife de deve nir le premier assureur vie américain sur le plan des ventes, devant AIG.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.038 | 0.162 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.004 | 0.005 |
| Scholarly communication | 0.013 | 0.012 |
| Open science | 0.004 | 0.005 |
| Research integrity | 0.007 | 0.010 |
| Insufficient payload (model declined to judge) | 0.071 | 0.013 |
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".