Bibliographic record
Abstract
A l'aube de la cinquantaine, Yval Constantin, un ecrivain voyageur dont le fils est obnubile par Gollum, decide de se rendre en Espagne afin de renouer avec son aventure personnelle en accomplissant les 800 km qui relient les Pyrenees a Compostelle. Ponctue par l'imagerie du Seigneur des Anneaux, ce periple confronte Yval a ses peurs en l'obligeant a depasser ses limites et a prendre conscience que derriere le masque de l'ecrivain se cache un homme ayant subi dans son enfance un traumatisme qui a fait de lui ce qu'il est. Semee d'embuches et d'imprevus, cette odyssee contemporaine est celle d'un pere de famille qui tente de retrouver gout a la vie. Ici, la route de Compostelle est pretexte a l'evasion; elle est peuplee d'Orques et d'Elfes, d'un Magicien Blanc et d'un petit monstre envoute par un anneau symbolisant la lutte entre le bien et le mal. Stephane Libertad a immigre au Quebec en 2006 et vit actuellement a Montreal. Il a exerce divers metiers tels que marchand d'art, scenariste et detective prive. Il est a present redacteur pour une compagnie d'informatique et ecrivain. Son premier roman, Le chien de Saint-Jacques, a ete publie en 2001 a Paris aux Editions Seguier. Apres La Trajectoire (2010) et La Baleine de parapluie (2012), L'Odyssee d'Yval est son troisieme livre a paraitre chez Hamac.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.011 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.030 | 0.004 |
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".