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Record W3145279292 · doi:10.29173/iasl7490

School Libraries to Read the World

2021· article· en· W3145279292 on OpenAlexvenueno aff
Els Conde

Bibliographic record

VenueIASL Annual Conference Proceedings · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Digital Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceContext (archaeology)Leverage (statistics)HumanitiesLibrary scienceComputer scienceGeographyArt

Abstract

fetched live from OpenAlex


 
 
 The main purpose of this paper is to present the intervention of the School Libraries Network Program in establishing projects and enlarged partnerships that leverage and consolidate the role of libraries in communities and open the students' access to knowledge and learning beyond the school boundaries. In this context a few examples are given and we describe some of the cooperative projects developed by the Program with different partners, public and private, in areas related to students’ education and the construction of citizenship: reading, information, media, science, digital technologies, health, inclusion, heritage and others. These projects and partnerships are an important factor of strengthening, projection and sustainability of school libraries in the context of today's society and its new challenges.
 O principal objetivo desta comunicação é apresentar o trabalho do Programa Rede de Bibliotecas Escolares (PRBE) no estabelecimento de projetos e parcerias alargadas que potenciam e consolidam o papel das bibliotecas na comunidade e ampliam as aprendizagens e o acesso dos alunos ao conhecimento para lá dos limites da escola. Neste contexto, são dados exemplos e descritos alguns dos projetos de cooperação desenvolvidos pelo Programa com diferentes parceiros, públicos e privados, relacionados com a educação dos alunos e a construção da cidadania nas áreas da leitura, informação, media, ciência, tecnologias digitais, saúde, inclusão, património e outras. Estes projetos e parcerias são um importante fator de fortalecimento, projeção e sustentabilidade das bibliotecas escolares no quadro da sociedade atual e dos seus novos desafios.
 
 

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)0.000
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.688
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.052
GPT teacher head0.335
Teacher spread0.283 · 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; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
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
Published2021
Admission routes1
Has abstractyes

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