Notice bibliographique
Résumé
“I had a very strange dream last night,” Tweedledum said to Tweedledee. “I dreamt that we were not twins but quintuplets.” “What were the names of the others?” asked Tweedledee. “One of them was called Tweedledoo. I don't remember the other two, but they were also Tweedle-something. We had done something that was only possible in a dream. We made the Queen of Hearts happy. She rewarded us with enough tarts to fill the entire pantry. It was still daytime then, and we were to share the tarts equally in the evening.” “I wish I have dreams like that, even if it is only a dream. What happened next?” “The pantry was guarded by the Duchess's Cook. Sometime during the day, she suggested to me that I should make sure that I got my fair share. She took me inside, and helped me divide the tarts into five equal piles. There was one left over. I gave that to her while I ate my pile. Then we put the rest of the tarts back together. During the course of the day, I noticed that you and the other three went into the pantry one at a time with the Duchess's Cook, and each time, she came out eating a tart.” “So the Duchess's crook made the same crooked deal with all of us.” “By the time we divided the tarts in the evening, there were a lot less than before. Nobody spoke up. So I assume that each of us was as guilty as the others. The tarts now came out in five equal shares.” “How many tarts were there altogether?” “I was too stuffed to count. Let us ask Alice and see if she can figure it out.” “This problem belongs to the type called Diophantine problems,” said Alice, “named after the Greek mathematician Diophantus . Such problems lead to what are called Diophantine equations . They look just like ordinary algebraic equations, except that only integral solutions are accepted.” “This is not unreasonable,” said Tweedledum. “The answers to most problems are supposed to be positive integers.” “So how many tarts were there in my twin brother's dream?” Bezoutian Algorithm An important result in the last chapter is the following.
Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.
Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,003 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,001 |
| Bibliométrie | 0,001 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,001 |
| Communication savante | 0,002 | 0,003 |
| Science ouverte | 0,001 | 0,002 |
| Intégrité de la recherche | 0,001 | 0,003 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,019 | 0,004 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».