MétaCan
Menu
Back to cohort
Record W2621041449 · doi:10.1177/0968344516651308

‘A more creditable way’: The discovery of active sonar, the Langevin–Chilowsky patent dispute and the Royal Commission on Awards to Inventors

2017· article· en· W2621041449 on OpenAlexaff
David Zimmerman

Bibliographic record

VenueWar in History · 2017
Typearticle
Languageen
FieldArts and Humanities
TopicHistorical Studies and Socio-cultural Analysis
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsNavySonarRoyal CommissionSubmarineCommissionHistorySnapshot (computer storage)LawEngineeringManagementPolitical scienceOperations researchOceanographyArchaeologyComputer scienceGeologyEconomics

Abstract

fetched live from OpenAlex

On 19 July 1926, the Royal Commission on Awards to Inventors held a hearing on the claim of Professor Paul Langevin and Monsieur M. Constantin Chilowsky for compensation from the British Admiralty for their discovery of sonar. The hearings provide unique insights into the origins and early research of active sonar and an important snapshot of the Royal Navy’s anti-submarine warfare research in the mid-1920s. Moreover, the hearing reveals much more than the details of a major technological discovery; it is also an important case study of the relationship between inventors and governments during and after the First World War.

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)0.010
metaresearch head score (Gemma)0.027
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.983
Threshold uncertainty score0.092

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.027
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0030.004
Science and technology studies0.0170.069
Scholarly communication0.0220.024
Open science0.0010.005
Research integrity0.0090.012
Insufficient payload (model declined to judge)0.0060.001

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 head0.049
GPT teacher head0.225
Teacher spread0.176 · 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
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

Citations10
Published2017
Admission routes1
Has abstractyes

Explore more

Same venueWar in HistorySame topicHistorical Studies and Socio-cultural AnalysisFrench-language works237,207