Bibliographic record
Abstract
Ce contenu est une compilation d'articles de l'encyclopedie libre Wikipedia. Lost : Les Disparus (Lost) – ou Perdus au Quebec – est un feuilleton televise americain de 121 episodes, cree par J.J. Abrams, Damon Lindelof et Jeffrey Lieber et diffuse du 22 septembre 2004 au 23 mai 2010 sur ABC et sur CTV au Canada. La serie a ete diffusee au Quebec du 17 mars 2005 au 12 aout 2010 sur Radio-Canada, en Belgique du 2 mai 2005 au 18 juin 2010 sur RTL-TVi, en Suisse du 14 juin 2005 au 19 juin 2010 sur TSR1 et en France du 25 juin 2005 au 23 juin 2010 sur TF1. Apres le crash du vol 815 d'Oceanic Airlines sur une ile deserte, les rescapes (environ 48 personnes) doivent apprendre a cohabiter et survivre dans cet environnement hostile. Les personnages ont chacun un lourd passe revele dans les episodes par des flashbacks. Des la premiere nuit, ils se rendent compte qu'ils ne sont pas les seuls sur l'ile…
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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.010 | 0.006 |
| Scholarly communication | 0.010 | 0.007 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.063 | 0.019 |
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".