Enregistrement W6980120015

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2016· other· en· W6980120015 sur OpenAlexaboutno aff

Notice bibliographique

RevueOSF Preprints (OSF Preprints) · 2016

Typeother

Langueen

DomaineMedicine

ThématiqueParvovirus B19 Infection Studies

Établissements canadiensnon disponible

Organismes subventionnairesnon disponible

Mots-clésPhoneService (business)Customer Service AssuranceTelephone numberPhone call

DOInon disponible

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

Étiquettes directes de modèles (non validées)

Étiquettes de catégorie et de devis d'étude par modèle, issues des rondes d'étiquetage. C'est une sortie machine, non validée, et le désaccord entre modèles est livré comme donnée. Aucun devis ici n'est encore validé contre MEDLINE.

Bras	Catégories	Devis d'étude	Confiance
gemma	Charge utile insuffisante (le modèle a refusé de juger) Domaine: non disponible · Genre: Autre Porte sur le système de recherche canadien: non · Porte sur un sujet canadien: non	Sans objet	high
gpt	Charge utile insuffisante (le modèle a refusé de juger) Domaine: non disponible · Genre: Autre Porte sur le système de recherche canadien: non · Porte sur un sujet canadien: non	Sans objet	high

modèles en accordL'accord compare des ensembles de catégories et des devis identiques entre les bras.

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)0,004

score de la tête « metaresearch » (Gemma)0,003

Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated

Catégories candidatesMéta-épidémiologie (sens strict), Intégrité de la recherche, Charge utile insuffisante (le modèle a refusé de juger)

Catégories consensuellesMéta-épidémiologie (sens strict), Intégrité de la recherche, 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: Autre · Signal consensuel: Autre

Score de désaccord entre enseignants0,011

Score d'incertitude au seuil1,000

Scores Codex et Gemma par catégorie

Catégorie	Codex	Gemma
Métarecherche	0,004	0,003
Méta-épidémiologie (sens strict)	0,002	0,002
Méta-épidémiologie (sens large)	0,003	0,001
Bibliométrie	0,001	0,002
Études des sciences et des technologies	0,001	0,001
Communication savante	0,000	0,001
Science ouverte	0,002	0,003
Intégrité de la recherche	0,002	0,002
Charge utile insuffisante (le modèle a refusé de juger)	0,989	1,000

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 Opus0,029

Tête enseignante GPT0,322

Écart entre enseignants0,292 · 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

Étiqueté directement par 2 modèles lisant le dossier complet.

Charge utile insuffisante (le modèle a refusé de juger)

Devis d'étudeSans objet

Domainenon disponible

GenreAutre

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

Publié2016

Routes d'admission1

Résumé présentoui

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