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Record W7056911709

H02-1466.50. Campbell Boat Company (1937-1953). Records, ca. 1930s. 0.25 linear ft.

2012· article· en· W7056911709 on OpenAlexaboutno aff

Bibliographic record

VenueHope College Digital Commons (Hope College) · 2012
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsWorkforceSubsidiarySteel companyParent companyBlueprintLaunchedLimited company
DOInot available

Abstract

fetched live from OpenAlex

The Campbell Boat Company was a boatbuilding firm in Holland, Michigan, Ottawa County, established in September 1937. The company was located at 1691 S. Shore Drive in Holland in a new factory. The company built a small addition to the plant in 1938. In addition to boats, the company also did some steel fabricating. Kenneth H. Campbell, formerly of Calumet, was owner of the firm; H. C. Reynolds was general manager. In 1946, the company had a workforce of 35 males. The company employed only five males and one female in 1950. The company presumably went out of business in about 1953. Collection includes a 1930s photographic slides illustrating wooden sailboats and steel boats being constructed inside the company and boats being launched and sailed near the company’s site, copies of original blueprints for a 1938 building addition (See Hope College Oversized), and biographical materials on Kenneth Campbell, including his personal copy of The Mechanical Engineers’ Pocket-Book: A Reference-Book of Rules, Tables, Data, and Formulae by William Kent (1916).

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient 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: Empirical · Consensus signal: none
Teacher disagreement score0.615
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0770.004

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 head0.019
GPT teacher head0.260
Teacher spread0.241 · 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; both teacher heads agree on what is shown here.

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
Published2012
Admission routes1
Has abstractyes

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