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Record W150062208

Exploring new information habitats : the information specialist as guide in the e-research environment

2007· book-chapter· en· W150062208 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

VenueUpSpace Institutional Repository (University of Pretoria) · 2007
Typebook-chapter
Languageen
FieldComputer Science
TopicLibrary Collection Development and Digital Resources
Canadian institutionsnot available
Fundersnot available
KeywordsLibrary scienceService (business)Focus groupInformation systemMetadataInformation scienceResource (disambiguation)Political scienceKnowledge managementPublic relationsBusinessEngineeringWorld Wide WebComputer scienceMarketing
DOInot available

Abstract

fetched live from OpenAlex

A strategic focus of the Academic Information Service, University of Pretoria (AIS), is to develop and implement an effective Information Service for Research. The university’s mission statement states that it strives to be the leading research university in South Africa and the AIS would, therefore, play an important part in helping it to achieve this aim. The need to increase research output as well as obtaining an optimum postgraduate through-put rate is the foundation of this Research Strategy. A focus group was formed in 2004 to investigate all facets of such an information service for research, consisting of the leaders of 3 service units of the AIS, covering the Humanities, Natural Sciences/Agriculture and Engineering and the Built Environment, and Veterinary Science. Leading research universities were identified after consultation with other AIS leaders and considering information from the institutions’ web pages. Their library directors were contacted for their inputs. These included the University of Alberta and University of Calgary in Canada, and Sheffield University in the UK. Group discussions were held with Information Specialists and with a group of top researchers at the University of Pretoria to gain further insights. It became clear that the role of the Information Specialist and the competencies needed in the Information Service for Research focus would be a central feature of this project. Facets that were identified as being essential role players were: E-information developments, including building e-resource collections and the use of metadata for optimum retrieval Scholarly communication and e-research support IT support and skills Relationships, networking, communication and facilitation of knowledge networks (COPs/ Communities of Practice) Flexibility in an ever-changing information and research environment Training skills (both giving training and receiving training), not only in database searching but also in e-publishing and managing their own reference databases The findings of this focus group and developments based on these findings will be discussed, the implementation actions described and future plans mentioned. Introduction A strategic focus of the Academic Information Service, University of Pretoria (AIS) is to develop and implement an effective Information Service for Research. The university’s mission statement (1) states that it strives to be the leading research university in South Africa and the AIS would, therefore, play an important part in helping it to achieve this aim. The need to increase research output as well as obtaining an optimum postgraduate throughput rate is the foundation of this Research Strategy. A focus group, consisting of the leaders of 3 service units of the AIS, covering the Humanities, Natural Sciences/Agriculture and Engineering and the Built Environment, and Veterinary Science, was formed in 2004 to investigate all facets of such an information service for research. The traditional research process has been documented in the literature (2) as consisting of the following steps: • Planning the research • Literature survey • Formulating the research problem • Formulating the research design • Writing the research proposal • Writing the proposal for a research grant

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.967
Threshold uncertainty score0.675

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.008
Open science0.0010.000
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 head0.106
GPT teacher head0.238
Teacher spread0.133 · 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