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Record W3202979817

Proyecciones estratégicas en bibliotecas públicas: ¿qué, cómo y para qué?

2017· article· es· W3202979817 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

Venuenot available
Typearticle
Languagees
FieldSocial Sciences
TopicEducation in Rural Contexts
Canadian institutionsnot available
Fundersnot available
KeywordsCohesion (chemistry)MulticulturalismPolitical scienceEmpowermentLibrary scienceLifelong learningInclusion (mineral)Public administrationSociologySocial science
DOInot available

Abstract

fetched live from OpenAlex

Public libraries contribute to free and open access to information, promote inclusion and social cohesion in an info‐diverse and multicultural space, stimulate lifelong learning, encourage citizen participation, and support empowerment and development of communities. Public libraries guide these actions in accordance with the goals and objectives that make up their strategies and projections. Public library performance in Canada, Chile, Colombia, Croatia, Denmark, Slovenia, Spain, the United States, Hong Kong, England, Lithuania, Norway, Poland and the United Kingdom are examined. In addition, the strategic projections of public libraries are analyzed in some of these contexts, and the convergence between its functions, goals, objectives and actions that they pursue for the benefit of the communities are noticed. Those goals are achieved, from the documental and content analysis of the strategic documents and the scientific production related to the actions of these public libraries.

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.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.749
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0030.002
Open science0.0020.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.003

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 head0.079
GPT teacher head0.443
Teacher spread0.364 · 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

Quick stats

Citations0
Published2017
Admission routes1
Has abstractyes

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