Bibliographic record
Abstract
Seul guide de randonnee a couvrir l'ensemble du Quebec, plus qu'un repertoire, le guide Ulysse Randonnee pedestre au Quebec est l'ouvrage incontournable pour decouvrir les plus beaux sentiers du Quebec! Pour une courte balade ou une marche pres de chez vous, ou encore pour une longue randonnee aux confins du Quebec, vous y trouverez tous les renseignements, trucs et conseils pour une aventure en plein air reussie! Redige par un specialiste en la matiere, ce guide de randonnee pedestre au Quebec repond a la fois aux exigences des debutants et des marcheurs chevronnes. Cette nouvelle edition, entierement revue, bonifiee et dynamisee par une presentation en couleurs agrementee de splendides photographies, propose des randonnees dans toutes les regions du Quebec. On y trouve aussi des sections consacrees a l'alimentation, a l'equipement et a la physiologie de la marche. On y parle des enfants en randonnee de meme que des animaux domestiques. L'autvous entraine, dans ce guide de randonnee, a la decouverte d'un Quebec plus grand que nature. Pour la marche au Quebec, rien de tel que ce guide Ulysse !
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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.008 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| 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 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".