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Record W4361250572 · doi:10.33137/ic.v10i.40727

The Cultural Heritage Experience and Organizations of the Italians of Hamilton

2023· article· en· W4361250572 on OpenAlexvenueaboutno aff
Gabriele Erasmi

Bibliographic record

VenueItalian Canadiana · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsCultural heritageSociologyPolitical scienceLaw

Abstract

fetched live from OpenAlex

In 1971, on the occasion of the one hundred-and-twenty-fifth anniversary of the incorporation of the City of Hamilton, a commemorative book was published.Its title, Pardon My Lunch Bucket, proudly acknowledged that Hamilton was a working class town built by a teeming working class earning its wages in the foundries of Stelco and Dofasco."Steel City" is still the nickname of a community that has grown in this century to become one of the largest industrial centres of Canada.The extensive development of the post World War Two years which almost eradicated the old Victorian town to transform it into a modern city earned Hamilton another sobriquet: "the ambitious city."This seems appropriate for it has been in these last thirty or forty years that Hamilton acquired and developed a number of important cultural institutions.McMaster came to Hamilton in 1930, but most of its present campus dates from the sixties.Hamilton Place and the Art Gallery' were respectively completed i in 1973 and in 1977, the new modern Civic Library in 1980, while the Du Maurier Theatre Centre was inaugurated only last year.The Hamilton Philharmonic Orchestra, though it was originally formed in 1884, emerged in its present form in 1949 and became an important city institution in the early seventies under the direction of Boris Brott.In 1973, his predecessor, Lee Hepner, founded the McMaster Symphony.'During this time several musical groups like the Te Deum Concerts under the direction of Richard Birney-Smith were slowly emerging and improving the quality of life of a city that until then was mostly a place to earn a living.It was only in 1979, thanks to the efforts and contributions of some members of the Italian community, that the foundations of a permanent professional opera company were set up.This preamble is necessary if we are to understand the context and the limits of the Italian cultural impact on the city.Italians are quite evident in Hamilton today.Semi-official statistics put their

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.601
Threshold uncertainty score0.964

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
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 head0.011
GPT teacher head0.240
Teacher spread0.230 · 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 designNot applicable
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
Published2023
Admission routes2
Has abstractyes

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