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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 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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.802
Threshold uncertainty score0.283

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0020.000
Scholarly communication0.0030.002
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.8020.631

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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

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
Published2012
Admission routes1
Has abstractyes

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