Bibliographic record
Abstract
Ce roman decrit l'incroyable periple d'un quatuor depenaille qui ira au bout de sa quete dont l'issue restera jusqu'au bout incertaine. Deux marins bons vivants rescapes d'un naufrage et un montagnard se lancent dans un voyage pour aider une refugiee ayant fui la barbarie de son pays et a la recherche de sa fille. Des Alpes au Grand Nord canadien, ce quatuor qui tente de se reconstruire, parfois a grand renfort de Muscadet et de bourriches d'huitre, nous embarque au c?ur de l'hiver, dans une nature eblouissante et sauvage, pour une aventure extraordinaire avec des personnages attachants, un rien dejantes mais doues pour la vie. Road-movie a l'humour decale, La Naufragee du lac des Dents Blanches est un periple haletant, extravagant qui se lit d'une traite.
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 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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.006 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
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; both teacher heads 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".