Enregistrement W6964745142 · doi:10.25625/aqqkgf

Life Science And Human Body

2021· dataset· en· W6964745142 sur OpenAlexaboutno aff

Notice bibliographique

RevueGöttingen Research Online · 2021

Typedataset

Langueen

Domaine

Thématique

Établissements canadiensnon disponible

Organismes subventionnairesnon disponible

Mots-clésHuman bodyHuman lifeLife styleMEDLINE

DOI10.25625/aqqkgf

Résumé

récupéré en direct d'OpenAlex

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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 distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,018

score de la tête « metaresearch » (Gemma)0,043

Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated

Catégories candidatesMétarecherche, Méta-épidémiologie (sens strict), Études des sciences et des technologies, Communication savante, Intégrité de la recherche, Charge utile insuffisante (le modèle a refusé de juger)

Catégories consensuellesÉtudes des sciences et des technologies, Charge utile insuffisante (le modèle a refusé de juger)

DomaineSignal candidat: aucune · Signal consensuel: aucune

Devis d'étudeSignal candidat: Sans objet · Signal consensuel: Sans objet

GenreSignal candidat: Jeu de données · Signal consensuel: Jeu de données

Score de désaccord entre enseignants0,025

Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

Catégorie	Codex	Gemma
Métarecherche	0,018	0,043
Méta-épidémiologie (sens strict)	0,001	0,001
Méta-épidémiologie (sens large)	0,001	0,000
Bibliométrie	0,003	0,005
Études des sciences et des technologies	0,002	0,005
Communication savante	0,001	0,000
Science ouverte	0,003	0,006
Intégrité de la recherche	0,000	0,004
Charge utile insuffisante (le modèle a refusé de juger)	0,001	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.

Tête enseignante Opus0,186

Tête enseignante GPT0,510

Écart entre enseignants0,324 · la distance entre les deux têtes enseignantes sur ce seul travail

Statut de validationscore_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 découle

Classification

machine, non validée

Prédiction automatique; les deux têtes enseignantes s’accordent sur ce qui est montré ici.

Études des sciences et des technologies Charge utile insuffisante (le modèle a refusé de juger)

Devis d'étudeSans objet

Domainenon disponible

GenreJeu de données

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations0

Publié2021

Routes d'admission1

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