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Record W4302801351 · doi:10.1093/glycob/cwq160

Meeting and Awards Announcements

2010· article· en· W4302801351 on OpenAlexaboutno aff
Brian A. Cobb, Gabriel A. Rabinovich, Yvette van Kooyk, James C. Paulson, Michael Brenner, Mitchell Kronenberg, Linda Baum, Paul R. Crocker, Jamey D. Marth, Caetano Reis, Yvonne Psaila

Bibliographic record

VenueGlycobiology · 2010
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
Topicvaccines and immunoinformatics approaches
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

The Keystone Symposia on Molecular and Cellular Biology is accepting abstracts, scholarship applications and registrations for its first conference on "New Frontiers at the Interface of Immunity and Glycobiology." Glycans, whether microbial or host in origin, play central roles in essentially all immune response pathways. The goal of this meeting is to bring together the international "glycoimmunology" community to foster interactions and promote the latest insights into the roles of glycans in the immune system. It begins with a keynote address on the evening of Tuesday, March 6, 2011 followed by four days of informative plenary lectures, short talks, workshops and poster sessions. Short talk speakers will be selected based on abstract submissions. Some afternoons will be free for unstructured networking and leisure activities in the beautiful Canadian Rockies.

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 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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.884
Threshold uncertainty score0.319

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 communication0.0000.000
Open science0.0000.000
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 head0.007
GPT teacher head0.226
Teacher spread0.220 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2010
Admission routes1
Has abstractyes

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