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Record W4301435409 · doi:10.18438/b8f02j

Call for Papers: Evidence Based Library and Information Practice

2008· paratext· en· W4301435409 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.

venuePublished in a venue whose home country is Canada.
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

VenueEvidence Based Library and Information Practice · 2008
Typeparatext
Languageen
FieldSocial Sciences
TopicEducational Research and Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsLibrary scienceIndex (typography)Computer scienceSection (typography)World Wide WebData science

Abstract

fetched live from OpenAlex

Evidence Based Library and Information Practice seeks papers on all areas of EBL/EBLIP including, but not limited to:
 • EBL application
 • Qualitative and quantitative research
 • Management and administrative issues related to EBP
 • Research tools (statistics, data collection methods, etc.)
 • Research education in library schools
 • Collaborations with other disciplines
 • Evidence based practice from other disciplines applicable to EBL
 • Harnessing evidence to support new innovations
 • Developing and applying evidence based tools
 
 Papers may be submitted to the following sections:
 • Research Articles (peer reviewed, original research)
 • Commentaries (non-peer reviewed, opinion-based)
 
 Submission deadlines for 2008:
 June 1st (for September 15th issue)
 September 1st (for December 15th issue)
 December 1st (for March 15th, 2009 issue)
 
 Further information regarding author guidelines and the online submission process can be found on the Submission section of the EBLIP website http://ejournals.library.ualberta.ca/index.php/EBLIP/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.

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)0.002
metaresearch head score (Gemma)0.034
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesScholarly communication
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.692
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.034
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0030.695
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.035
GPT teacher head0.353
Teacher spread0.318 · 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