Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.061 | 0.020 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it