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Record W4390428602 · doi:10.3917/docsi.393.0138e

Education and research for marketing and quality management in libraries = La formation et la recherche sur le marketing et la gestion de la qualité en bibliothèque : satellite meeting = colloque satellite, Québec, 14-16 août 2001 . Édité par Réjean Savard. München : Saur, 2002. – X-326 p. – (IFLA Publications, ISSN 0344-6891 ; 99). – ISBN 3-598-21829-X : 78 €

2002· article· fr· W4390428602 on OpenAlexaboutno aff
Éric Sutter

Bibliographic record

VenueDocumentaliste-Sciences de l Information · 2002
Typearticle
Languagefr
FieldSocial Sciences
TopicLibrary Science and Administration
Canadian institutionsnot available
Fundersnot available
KeywordsSatelliteMarketing researchLibrary scienceQuality (philosophy)Political scienceBusinessMarketingEngineeringComputer sciencePhilosophy

Abstract

fetched live from OpenAlex

de-l-information-2002-3-page-V?lang=fr Dcouvrir le sommaire de ce numro, suivre la revue par email, s'abonner... Scannez ce QR Code pour accder la page de ce numro sur Cairn.info.Distribution lectronique Cairn.infopour A.D.B.S.. Vous avez l'autorisation de reproduire cet article dans les limites des conditions d'utilisation de Cairn.infoou, le cas chant, des conditions gnrales de la licence souscrite par votre tablissement.Dtails et conditions sur cairn.info/

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 imitation

Not 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.

metaresearch head score (Codex)0.100
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesMetaresearch, Scholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.740
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.1000.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0020.002
Scholarly communication0.0070.030
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.203
GPT teacher head0.436
Teacher spread0.234 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2002
Admission routes1
Has abstractyes

Explore more

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