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Record W7001814688

Library Publishing Directory 2016

2015· article· en· W7001814688 on OpenAlexaboutno aff

Bibliographic record

VenueLincoln (University of Nebraska) · 2015
Typearticle
Languageen
FieldComputer Science
TopicLibrary Collection Development and Digital Resources
Canadian institutionsnot available
FundersWayne State UniversityPurdue University
KeywordsClinical neuropsychologyAsian American studiesMatriculationStrategic studiesState (computer science)Performance studiesMemphisRowanHigher education
DOInot available

Abstract

fetched live from OpenAlex

Contents: Introduction vii * Library Publishing Coalition Committees xi * LIBRARIES IN THE UNITED STATES AND CANADA * Abilene Christian University * American Theological Library Association * Asbury Theological Seminary * Ball State University * Bates College * Boston College * Brigham Young University * Butler University * California State University, Northridge * Claremont Colleges Library * Colby College * Columbia University * Dartmouth College * Embry-Riddle Aeronautical University * Florida Atlantic University * Florida International University * Florida State University * George Mason University * Georgetown University * Georgia Gwinnett College * Grand Valley State University * Gustavus Adolphus College * Humboldt State University * Illinois Wesleyan University * Indiana University Bloomington * Iowa State University * IUPUI * James Madison University * Kansas State University * Kennesaw State University * Linfield College * Loyola University Chicago * Lynn University * Macalester College * McGill University * Memorial University of Newfoundland * Minitex * Northeastern University * Northwestern University * Pacific University * Penn State University * Pepperdine University * Portland State University * Private Academic Library Network of Indiana (PALNI) * Purdue University * Rochester Institute of Technology * Rowan University * Rutgers, The State University of New Jersey * Seattle Pacific University * Simon Fraser University * Southern Illinois University Carbondale * Southern Utah University * State University of New York at Binghamton * Syracuse University * Temple University * Texas Tech University * The College at Brockport, SUNY * The Ohio State University * The University of Southern Mississippi * Tulane University * Université Laval * University of Alberta * University of Arizona * University of British Columbia * University of Calgary * University of California * University of Chicago * University of Cincinnati * University of Colorado Boulder * University of Delaware * University of Florida * University of Guelph * University of Houston * University of Illinois at Urbana-Champaign * University of Iowa * University of Kansas * University of Kentucky * University of Maryland College Park * University of Massachusetts Amherst * University of Massachusetts Medical School * University of Miami * University of Michigan * University of Minnesota * University of Montana, Missoula * University of Nebraska–Lincoln * University of Nevada, Las Vegas * University of New Orleans * University of North Carolina at Charlotte * University of North Carolina at Greensboro * University of North Texas * University of Oklahoma * University of Oregon * University of Ottawa/Université d’Ottawa * University of Pittsburgh * University of Redlands * University of Rhode Island * University of Richmond * University of San Francisco * University of South Florida * University of Tennessee * University of Texas at Arlington * University of Texas at Austin * University of the Pacific * University of Toronto * University of Vermont * University of Victoria * University of Virginia * University of Washington * University of Windsor * University of Wisconsin–Milwaukee * Valparaiso University * Vanderbilt University * Villanova University * Virginia Commonwealth University * Virginia Tech * Wake Forest University * Washington University in St. Louis * Wayne State University * West Virginia University LIBRARIES OUTSIDE NORTH AMERICA * Astra County Library of Sibiu * Auckland University of Technology * Central Institute for the Union Catalogue of Italian * Libraries and Bibliographic Information (ICCU) * Dublin Business School * Institute of Public Works Engineers Australasia Queensland (IPWEAQ) * Nazarbayev University * St. Peter’s Engineering College * University College London (UCL) * University of Adelaide * University of Cambridge * University of Canterbury * University of Edinburgh * University of Huddersfield * University of Manchester * University of Saint Joseph * University of Wollongong * UNSW Sydney * UWE Bristol Strategic Affiliates * Personnel Index *

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.982
Threshold uncertainty score0.257

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0090.015
Science and technology studies0.0030.001
Scholarly communication0.0180.007
Open science0.0020.005
Research integrity0.0030.003
Insufficient payload (model declined to judge)0.8200.878

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 head0.027
GPT teacher head0.175
Teacher spread0.148 · 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 source (direct Gemma or distilled Codex), not a consensus.

Study designNot applicable
Domainnot available
GenreOther

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".

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Citations0
Published2015
Admission routes1
Has abstractyes

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