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Record W4205740324 · doi:10.1002/bult.2006.1720320502

Inside ASIS&T: ASIS&T meeting news

2007· article· en· W4205740324 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

VenueBulletin of the American Society for Information Science and Technology · 2007
Typearticle
Languageen
FieldComputer Science
TopicInformation Architecture and Usability
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

ASIS&T Annual Meeting, scheduled for November 3-8 in Austin, Texas.Information technology has enabled an expanding digital world, inextricably linked to our physical existence but revolutionary in terms of human creativity and thought.New technologies for mobile communication, massively distributed collaboration and real-time information sharing are radically impacting human expressions, interactions and records.We can anticipate a continuing demand for powerful information organization, aggregation and dissemination tools to harness these new information realities.However, the key to understanding these trends must be found at human and social levels.To reflect on and address the challenges ahead, the organizers of the Annual Meeting hope to focus on some of these questions:What are the implications of these digital trends?What opportunities are arising?Are there dangers that we need to prepare for?How will the future information world be shaped and who will shape it? IA Summit Soarshe 2006 ASIS&T Information Architecture (IA) Summit, held in T Vancouver in March, took the field to new heights with record attendance, stellar speakers and presentations and plenty of time for hallway discussions.

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)0.003
metaresearch head score (Gemma)0.001
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: Empirical · Consensus signal: none
Teacher disagreement score0.960
Threshold uncertainty score0.846

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.003
Science and technology studies0.0010.002
Scholarly communication0.0000.001
Open science0.0010.001
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 head0.013
GPT teacher head0.268
Teacher spread0.254 · 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