Bibliographic record
Abstract
Dinant et ses Coperes, sa Collegiale et sa Citadelle – avec majuscules, s’il vous plait –, son Rocher Bayard, ses bateaux-mouches et sa Croisette en bord de Meuse, son wallon savoureux, le jazz et Adolphe Sax… Et puis les alentours, Anseremme, son pont Saint-Jean, sa Lesse et ses kayaks, Bouvignes et ses ruines de Crevecœur… – « J’ai rendu, comme je le pouvais, un hommage aux arbres, aux oiseaux, aux amis qui m’ont donne a voir le monde dans la robe d’un paysage ourle de perles d’eau, brode de racines epaisses. Anseremme d’un cote, et c’est l’enfance?; Dinant de l’autre, et c’est l’adolescence. Entre ces deux poles, une infinite d’aventures banales qui ont faconne le cœur que je porte en dedans. Un cœur souleve par les crues de la Meuse, creuse par les meandres de la Lesse. ». – Homme de theâtre, poete et musicien, Aurelien Dony a publie cinq recueils de poemes, dont Puisque l’aube est defaite (M.E.O.), prix Georges Lockem de l’Academie royale de Langue et Litterature francaises de Belgique, ainsi qu’un roman a quatre mains avec Claude Raucy, Le temps des noyaux (M.E.O.). Il a represente la Belgique francophone au Festival international de la poesie de Trois-Rivieres et au Printemps poetique transfrontalier. Fondateur de la Compagnie du Reverbere, il a ecrit, mis en scene et interprete plusieurs pieces de theâtre. Il est enfin chanteur et parolier du groupe musical Geminides.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.005 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.078 | 0.014 |
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".