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Record W1269521234

Library Collection Development for Professional Programs: Trends and Best Practices

2013· article· en· W1269521234 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

VenueLibrary Resources and Technical Services · 2013
Typearticle
Languageen
FieldComputer Science
TopicLibrary Collection Development and Digital Resources
Canadian institutionsnot available
Fundersnot available
KeywordsCollection developmentLibrary scienceSubject (documents)CatalogingComputer scienceCertificationBest practiceProfessional developmentSelection (genetic algorithm)MetadataGovernment (linguistics)SociologyWorld Wide WebPublic relationsPolitical scienceLaw
DOInot available

Abstract

fetched live from OpenAlex

Library Collection Development for Professional Programs: Trends and Best Practices. Edited by Sara Holder. McGill University: IGI Global, 2013. 478 p. $175 hardcover (ISBN: 978-1-4666-1897-8). Librarians are inherently disadvantaged in collecting for professional as they often approach this responsibility as an outsider. Standard selection tools (Resources for College Libraries, Books in Print, Choice, Ulrich's) largely ignore materials that support these programs, such as technical reports, digital image databases, government documents, sacred literature, conference proceedings, theses and dissertations, and textbooks. Furthermore, library materials for professional include both core titles in the discipline as well as very current materials for certification or testing requirements. Recent collection management texts cover many of the issues contained herein (conspectus method, deselection, collection development policies), but tend to be light on selection tools for the librarian charged with building in these areas. Acquisitions Librarian (now Journal of Electronic Resources Librarianship) published a series of subject-specific collection development articles in 2004, which were incorporated into the monograph, Selecting Materials for Library Collections (Haworth Information, 2004). Although the theoretical content holds and selection tools are still used, some descriptions in this book are outdated. The chapter on nursing refers to the Brandon-Hill lists and E-streams for nursing, neither of which is being maintained. The ALCTS Sudden Selector's guides are limited in subject coverage, to date addressing biology, chemistry, business, and communications. Library Collection Development for Professional Programs, therefore, is a welcome guide for students of library and information science, new librarians, or those with new selection responsibilities for professional programs. The disciplines profiled include both undergraduate and postgraduate programs: business, design, teacher education, engineering, nursing and allied health, law, library science, theology, and veterinary medicine. The chapter on bioinformatics outlines the process of developing collection guidelines for an evolving discipline, and can be applied to any emerging area of study. Interdisciplinary studies is included, as these have proliferated in recent years and are now career-oriented and ... structured similarly to professional programs (164). A book of contributed chapters can be uneven in content and suffer from repetition, especially in discussion of the common themes of budgets, marketing, deselection, and collection development policies. While there is some necessary overlap, these fundamental topics are covered in various depths and address needs specific to the discipline. Several touch on the importance of deselection as part of collection development, and the text also includes two chapters of case studies on weeding projects that are applicable to any discipline. The meat of each chapter, however, are the selection tools. Most chapters provide lists of core books, journals, and databases in the discipline, as well as resources for identifying additional titles from accrediting agencies, professional societies, discipline-specific publishers, review services, and electronic discussion lists. Some chapter authors provide lists of relevant Library of Congress call number ranges to assist collectors in identifying related materials in cross-disciplinary topics. Free and open access sources are included. All chapters are written by practicing librarians, and chapters progress from the broad to the specific. …

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.898
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0030.010
Open science0.0010.001
Research integrity0.0000.000
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 head0.020
GPT teacher head0.240
Teacher spread0.221 · 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