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Record W4401504231 · doi:10.17161/ygas.v57i.22622

Back Matter

2024· paratext· en· W4401504231 on OpenAlexaboutno aff
YGAS Editors

Bibliographic record

VenueYearbook of German-American Studies · 2024
Typeparatext
Languageen
FieldArts and Humanities
TopicGerman Colonialism and Identity Studies
Canadian institutionsnot available
FundersJohns Hopkins University
KeywordsComputer science

Abstract

fetched live from OpenAlex

2.1.To promote the scholarly study of the German element in the context of culture and society in the Americas.2.2.To produce, present, and publish research findings and educational materials.2.3.To assist researchers, teachers and students in pursuing their interests in German-American Studies.3. The Society for German-American Studies is organized exclusively for education, scientific, and literary purposes under section 501 (c) (3) of the Internal Revenue Code, or corresponding section of any future tax code.The Society advances the scholarly study of German ideas interacting with American beliefs.Since 1976, the Society has sponsored forums to focus on interdisciplinary approaches to understanding the causes of German ethnic influence upon America.The eight million German-speaking immigrants coming to America since 1683, have influenced American thought, and this offers a basis for understanding many of the consequences of World War II, and contemporary issues in America.The Society uses a cost effective method to provide services in bringing together American, German and Canadian scholarship.Our members consist of graduate students, teachers, researchers and seniors.The Society serves these members in five unique ways: a reduced student rate allows graduate students to use the latest research in German-American topics; members receive a newsletter and yearbook as part of 7. No officer shall receive directly or indirectly any salary, compensation, or emolument from the Society.The Society may, however, pay compensation to employees or agents who are not members of the Society.The Society may also reimburse a member of the Executive Committee up to $500 for documented travel and lodging in conjunction with a Fall Executive Committee Meeting. Article IV. Meetings1.The Society shall hold an annual symposium which shall include the annual business meeting of the membership.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.055
Threshold uncertainty score0.078

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0080.003
Open science0.0010.003
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.9450.944

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 head0.038
GPT teacher head0.316
Teacher spread0.278 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2024
Admission routes1
Has abstractyes

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