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Record W7132283706

Preface - Digital Libraries : research and development - First International DELOS Conference

2007· other· en· W7132283706 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

VenueISTI Open Portal · 2007
Typeother
Languageen
FieldComputer Science
TopicInformation Retrieval and Search Behavior
Canadian institutionsnot available
Fundersnot available
KeywordsExcellenceDigital libraryConsolidation (business)Presentation (obstetrics)DocumentationState (computer science)Field (mathematics)
DOInot available

Abstract

fetched live from OpenAlex

Digital Libraries represent the meeting point of a large number of technical areas within the field of informatics, i.e., information retrieval, document management, information systems, the web, image processing, artificial intelligence, human-computer interaction, mass-storage systems, and others. Moreover, Digital Libraries draw upon other disciplines beyond informatics, such as library sciences, museum sciences, archives, sociology, psychology, etc. However, they constitute a relatively young scientific field, whose life spans roughly the last fifteen years. During these years the DELOS Network of Excellence on Digital Libraries (http://www.delos.info) has represented a constant presence aiming to contribute to the consolidation of the field. The activities of DELOS started many years ago, with the "DELOS Working Group" at the end of the nineties, and the DELOS Thematic Network, under the Fifth Framework Program, from 2001 to 2003. Since the beginning, the main objective of DELOS has been to advance the state of the art in the field of Digital Libraries by coordinating the efforts of the major European research teams conducting activities in the major fields of interest. Every year DELOS organises the All-Tasks meeting, the annual appointment of the DELOS community where the scientific results achieved during the previous year are presented. Instead of the usual status reports from the various DELOS Tasks, in 2006 it was decided to issue a Call for Papers, soliciting papers reporting the scientific achievements of the DELOS members during 2006, and to organize a Conference. The first DELOS Conference was held on February 13-14, 2007, at the Grand Hotel Continental in Tirrenia, Pisa, Italy. The Conference represented a good coverage of the 27 research tasks in DELOS, with 38 papers being presented. In addition, two invited papers: "Semantic Digital Libraries" (John Mylopoulos, University of Toronto) and "Digital Libraries: From proposals to pro jects to systems to theory to curricula" (Edward Fox, Virginia Tech) completed the program. The Conference was open to the larger Digital Library Community and not just to the DELOS partners. About 120 people attended , half of which were not from DELOS partners. We believe that this is an indication of the increased interest in Digital Libraries, and the recognition that the DELOS research activities have played and are playing an important role in the European Digital Library scene. This volume includes extended and revised versions of the papers presented at the DELOS Conference. We believe that it should be of interest to the broad audience potentially interested in the Digital Library research area. It has been structured into 10 sections, corresponding to the different sessions in which the Conference was structured, which in turn correspond to the ma jor areas of research where DELOS has focussed its attention recently.

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, 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 score0.258
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
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0030.001
Open science0.0020.002
Research integrity0.0000.000
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 head0.143
GPT teacher head0.369
Teacher spread0.226 · 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