MétaCan
Menu
Back to cohort
Record W4251005548 · doi:10.1353/ajh.2017.0023

Editor's introduction

2017· article· en· W4251005548 on OpenAlex
Kirsten Fermaglich, Adam Mendelsohn, Daniel Soyer

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

VenueAmerican Jewish history · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicRace, History, and American Society
Canadian institutionsnot available
Fundersnot available
KeywordsScholarshipSubject (documents)JudaismPublicationField (mathematics)SociologyHistoryLibrary scienceMedia studiesPolitical scienceLawComputer science

Abstract

fetched live from OpenAlex

Editor's introduction Kirsten Fermaglich, Adam Mendelsohn, and Daniel Soyer We are honored to take over the helm of American Jewish History, continuing a long line of distinguished editors who have come before us. We want to thank the Executive Committee of the Academic Council of the American Jewish Historical Society for entrusting the journal to us for the next five years. The prospect of seeking out and helping to develop the newest, most exciting work in our field thrills all three of us. As we begin our tenure at the journal, we look forward to continuing some of the innovations of earlier editors, including special guest-edited thematic volumes, review essays, and explorations of classic texts. We also look forward to introducing some new features of our own. One such feature will begin this year. We will periodically publish state-of-the-field essays that provide historiographic overviews on the genesis and development of work on a chosen subject; analyze the major debates, questions, and trends within current scholarship; and map out potential areas for future research. One of our chief goals is to introduce non-specialists—particularly graduate students and those who work in other subfields—to topics and themes with which they are unfamiliar. We also hope to incorporate more scholarship from outside the immediate field, encouraging work that considers sociological, anthropological, and literary perspectives on the American Jewish past. A broader definition of the Americas too, from Canada to Argentina, will situate the field more fully within discussions of transnational Jewish experiences, and highlight how American Jews engaged with a wider world. This first issue has given us a chance to introduce yet another new feature we are hoping to make a more established part of the journal: an enhanced digital presence. Please watch the journal in the years ahead for interviews, images, and teaching tools posted online that we hope will augment your experience of reading articles in American Jewish History. We are indebted to our immediate predecessor, Dianne Ashton, who has worked hard these past 5 years to maintain the journal's high standards and has helped us tremendously in making the transition to become editors. Her hard work is evident in this issue: a transition issue between her editorial era and our own. This issue, a fascinating exploration of material culture, exemplifies how the journal can successfully bring new methodological trends to the attention of the field. We look forward to recruiting the best up-and-coming talent in the field, while also encouraging established scholars to continue publishing their best work in AJH. [End Page vii] Copyright © 2017 American Jewish Historical Society

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.787
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.008
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.272
Teacher spread0.260 · 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