MétaCan
Menu
Back to cohort

Face‐Offs in Reproductive Immunology: The Montreal Forum Meeting Report

2004· article· en· W2046753404 on OpenAlexaffabout
B. Anne Croy, Malcolm G. Baines

Bibliographic record

VenueAmerican Journal of Reproductive Immunology · 2004
Typearticle
Languageen
FieldImmunology and Microbiology
TopicReproductive System and Pregnancy
Canadian institutionsMcGill UniversityQueen's University
Fundersnot available
KeywordsLibrary scienceMedicinePolitical science

Abstract

fetched live from OpenAlex

The combined 12th International Congress of Immunology (ICI) and the 4th Annual Conference of the Federation of Clinical Immunological Societies (FOCIS) was held in Montreal, Canada July 18-23, 2004 and attracted over 6000 immunologists and almost 4000 abstracts. The host society, the Canadian Society for Immunology (CSI) spent many years in preparation for this large meeting and encouraged its members to propose topics for symposia and mini-symposia and to sponsor satellite meetings. With sponsorship of CSI; the Canadian Institutes of Health Research; the University of Guelph, Guelph, ON; Queen's University, Kingston, ON; McGill University, Montreal, QU, Canada; and the American Society for Reproductive Immunology, a focused, highly successful, one day satellite meeting on human uterine immunology was held. The highlights of the presentations and discussions are reported.

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)0.004
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
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 score0.408
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.001
Science and technology studies0.0000.004
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.002
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 head0.008
GPT teacher head0.244
Teacher spread0.236 · 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.

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

Citations1
Published2004
Admission routes2
Has abstractyes

Explore more

Same venueAmerican Journal of Reproductive ImmunologySame topicReproductive System and PregnancyFrench-language works237,207