MétaCan
Menu
Back to cohort
Record W2047674945 · doi:10.7202/031067ar

Italian Immigrants and Working-Class Movements in the United States: A Personal Reflection on Class and Ethnicity

2006· article· en· W2047674945 on OpenAlexvenueno aff
Rudolph J. Vecoli

Bibliographic record

VenueJournal of the Canadian Historical Association · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicRace, History, and American Society
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationEthnic groupGender studiesMainstreamWorking classHistorySociologyPolitical sciencePoliticsLaw

Abstract

fetched live from OpenAlex

The article argues that the locus of the most interesting and important work in the fields of immigration and labor history lies precisely at the intersection of class and ethnicity. In developing this thesis, particularly with respect to Italian immigrant working-class movements in the United States, the author draws on his experiences as a working-class ethnic and historian as well as his readings of the literature. In the course of his research on Italian immigrants in Chicago, the author stumbled upon the submerged, indeed suppressed, history of the Italian American left. Italian-American working-class history has since been the focus of his work. Since mainstream institutions had neglected the records of this history, the recovery of rich documentation on Italian American radicalism has been a source of particular satisfaction. These movements had also been "forgotten" by the Italian Americans themselves. Despite important work by a handful of American scholars, relatively few Italian American historians have given attention to this dimension of the Italian American experience. Curiously the topic has received more attention from scholars in Italy. Mass emigration as much as revolutionary movements was an expression of the social upheavals of turn-of-the-century Italy. As participants in those events, the immigrants brought more or less inchoate ideas of class and ethnicity to America with them. Here they developed class and ethnic identities as Italian-American workers. The construction of those identities has been a process in which the Italian immigrants have been protagonists, filtering cultural messages through the sieve of their own experiences, memories, and values. Historians of labor and immigration need to plumb the sources of class and ethnic identity more imaginatively and sensitively, recognizing that personal identity is a whole of which class and ethnicity are inseparable aspects. The author calls upon historians to salvage and restore the concepts of class and ethnicity as useful categories of analysis.

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)0.003
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.055
Threshold uncertainty score0.110

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0160.007
Scholarly communication0.0070.003
Open science0.0010.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0020.000

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 head0.024
GPT teacher head0.262
Teacher spread0.238 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations5
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueJournal of the Canadian Historical AssociationSame topicRace, History, and American SocietyFrench-language works237,207