MétaCan
Menu
Back to cohort
Record W2408315746

Westinghouse Canada Fonds, 1949-1952, 1971-1972, n.d.

2016· article· it· W2408315746 on OpenAlexaboutno aff
Anne Adams

Bibliographic record

VenueBrock University Digital Repository (Brock University) · 2016
Typearticle
Languageit
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsCorporationEngineeringManagementSiemensBusinessFinanceElectrical engineering
DOInot available

Abstract

fetched live from OpenAlex

Westinghouse Electric Corporation was founded in Pittsburgh, Pennsylvania by George Westinghouse (1846-1914). The company manufactured turbines, motors and generators. The company began operations in Hamilton, Ont. in February 1897 as a branch plant of the American company. It was incorporated as a Canadian company in 1903. Plants were established throughout Canada and some of the products included: air brakes, household appliances, and steam or gas turbines. In 1995, Westinghouse Electric, bought the CBS Broadcasting Company. The names was changed to CBS Corporation and media became the focal point of the company. In 1998, parts of the company were sold to Siemens. The company was renamed Siemens Westinghouse and subsequently became a division of Siemens Canada Ltd. Westinghouse Presents was played on the radio on Sundays (Saturdays in Newfoundland). John Fisher “Mr. Canada” delivered specially prepared 15 minute reports which highlighted the Canadian scene. The musical background to Westinghouse Presents was provided by the Don Wright Chorus.

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)0.000
metaresearch head score (Gemma)0.002
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: Not applicable
GenreCandidate signal: Dataset · Consensus signal: none
Teacher disagreement score0.131
Threshold uncertainty score0.438

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.004
Science and technology studies0.0150.002
Scholarly communication0.0050.002
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.1310.015

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 head0.009
GPT teacher head0.168
Teacher spread0.158 · 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
GenreDataset

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
Published2016
Admission routes1
Has abstractyes

Explore more

Same venueBrock University Digital Repository (Brock University)Same topicCanadian Identity and HistoryFrench-language works237,207