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Record W4393414380 · doi:10.5281/zenodo.10337590

Half Hull Model of T.S.Y Liberty

2020· dataset· en· W4393414380 on OpenAlexaboutno aff
ScottishMaritimeMuseum

Bibliographic record

VenueZenodo (CERN European Organization for Nuclear Research) · 2020
Typedataset
Languageen
FieldEnvironmental Science
TopicAmerican Environmental and Regional History
Canadian institutionsnot available
Fundersnot available
KeywordsHullMathematicsHumanitiesPhilosophyGeology

Abstract

fetched live from OpenAlex

*Liberty* was launched in 1907 for the famous newspaper publisher Joseph Pulitzer for $1.5 million dollars. Designed by G.L. Watson and built by Ramage & Ferguson of Leith, it was one of the largest private yachts ever built at that time. Pulitzer died on board in 1911, and *Liberty* was sold to Scottish-Canadian businessman James Ross in 1911 or 1912 who renamed it *Glencairn*. Ross died in 1913 and the yacht was purchased by Viscount Tredegar. During the First World War *Liberty* was requisitioned. Afterwards Tredegar sold it to the shipping magnate Sir Robert Houston who died on board in 1926. Houston's wife, Lady Houston, lived on board for in the 1930s – she disliked the then Prime Minster Ramsay MacDonald so much that she sailed around Britain with "DOWN WITH MACDONALD THE TRAITOR" in giant electric lights on the rigging. On her death in 1936 *Liberty* was sold scrap and dismantled in 1938. This model was probably built by Ramage & Ferguson themselves, with the plaque added after 1918. Source: Objaverse 1.0 / Sketchfab

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)0.001
metaresearch head score (Gemma)0.005
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: Dataset
Teacher disagreement score0.175
Threshold uncertainty score0.584

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.007
Science and technology studies0.0010.000
Scholarly communication0.0030.002
Open science0.0020.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.1750.266

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 head0.028
GPT teacher head0.207
Teacher spread0.179 · 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
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueZenodo (CERN European Organization for Nuclear Research)→Same topicAmerican Environmental and Regional History→French-language works237,207→