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Record W4403788296

Looking Forwards and Looking Back (Editorial)

2012· article· en· W4403788296 on OpenAlexaboutno aff
Alison Brettle

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2012
Typearticle
Languageen
FieldHealth Professions
TopicHealth Sciences Research and Education
Canadian institutionsnot available
Fundersnot available
KeywordsHistory
DOInot available

Abstract

fetched live from OpenAlex

Welcome to the seventh volume of Evidence Based Library and Information Practice. This is my first issue in my new role of Editor-in-Chief, and I’m honoured and delighted to take over the position. As many of you may know, I’ve been involved with the journal almost since its inception, primarily as Associate Editor (Articles). During that time, I’ve sincerely enjoyed working with the supportive EBLIP team, as well as many authors throughout the world, and I’m looking forward to continuing that work in my new role.Spring is traditionally a time of new growth and change, and the EBLIP journal is no different. In the last issue, Denise Koufogiannakis reflected on how the journal had grown and developed during its first 6 years, and I look forward to contributing to its continued success. There have been a number of changes in the editorial team. I welcome Wayne Jones from Carleton University, Canada, who has taken over as Associate Editor (Articles) and brings a wealth of editorial experience. Heather Pretty has taken over as lead copyeditor and is joining our editorial meetings to help ensure the continued quality and consistency of the journal. As part of quality assurance and development, the editorial team is examining and revising our journal guidelines, so look for those in forthcoming months. Our former Editor-in-Chief, Denise Koufogiannakis, is developing a new role as Associate Editor (Reviews). As a keen advocate of reviews for providing evidence, developing skills for research and evidence based practice, and documenting and establishing an evidence base for our profession, I’m looking forward to the first review which is likely to be published in the next issue. Too much change can be disruptive, so I’m pleased that both Lorie Kloda and Jonathan Eldredge are maintaining their positions as Associate Editors for Evidence Summaries and Classics, respectively.When starting something new, it is often useful to look back (to build on experience or make sure we don’t make the same mistakes!). When I looked back on my own evidence based library and information practice journey, I realized it began in the mid 1990’s, certainly before I was even aware that the phrase had been coined. I’ve never worked in a library, and my first professional post was as aninformation specialist within a research unit that supported evidence based health care. I knew little about research and even less about evidence based practice, I clung to the hope that I knew something about being an information professional! A long timeacademic, my manager championed library and information professionals believing they had a key role to play in the evidence based practice movement – whether by finding information, developing information products, or helping others to find information forpractice. Furthermore, he encouraged me to examine my own practice, and when there were no answers to some of the problems we came across, to research, evaluate, and write about it. This encouragement resulted in my first forays into being an evidence based library and information practitioner (Brettle, Long, Grant, & Greenhalgh, 1998; Brettle & Long, 2001). I challenge you to do the same; you never know where it may lead. Much of the debate about Evidence Based Library and Information Practice has been about its name (e.g., Booth, 2003), its definition (e.g., Booth, 2003), the evidence (e.g., Crumley and Koufogiannakis, 2003 and Eldredge, 2004),and most recently, whether it has a future or whether we should all retire (Booth, 2011). For me, EBLIP is not about the name; it is about what we do, how we behave, and how the library and information profession can have a continued future. (And in case you’re wondering, I’m not about to retire). Our professional roles are all about evidence (in its various forms). The contexts in which we workare changing, but as a profession we have skills that make us good at dealing with research, information, knowledge, or evidence(for example, organizing, writing, or searching). It therefore makes sense that we build evidence based approaches into our working lives. We can use these approaches to transfer our knowledge to different contexts and demonstrate our value and worth to employers. This may take various forms – critically reading a paper to get new ideas, seeking out like minded colleagues to discuss their approach to a problem, evaluating a service or testing alternative approaches so that we work in the most effective and efficient way, and so on.The purpose of the journal is to “provide a forum for librarians and other information professionals to discover research that may contribute to decision making in professional practice.” It does this in a number of ways which I hope encourage you, our readers, toincorporate evidence based approaches into your working lives. Evidence summaries seek to provide practitioners with a user friendlyoverview of research that they can use in their decision making, articles focus on generating EBLIP related research, the Using Evidence in Practice section focuses on the practical use ofevidence, and finally, the commentaries provide a forum for debate. Over the past 6 years I have watched and contributed to thejournal’s development and seen its impact on professional practice. I look forward to contributing to its future and hope that youwill continue to give it your support.

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)0.014
metaresearch head score (Gemma)0.107
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.083
Threshold uncertainty score0.278

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.107
Meta-epidemiology (narrow)0.0030.001
Meta-epidemiology (broad)0.0020.003
Bibliometrics0.0040.001
Science and technology studies0.0030.002
Scholarly communication0.0120.009
Open science0.0030.003
Research integrity0.0080.011
Insufficient payload (model declined to judge)0.0830.068

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 head0.464
GPT teacher head0.676
Teacher spread0.212 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEditorial

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
Published2012
Admission routes1
Has abstractyes

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