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Record W2529359332 · doi:10.21463/shima.10.2.05

Operation Atlantis: A case-study in libertarian island micronationality

2016· article· en· W2529359332 on OpenAlexaff
Isabelle Simpson

Bibliographic record

VenueShima · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicPhilippine History and Culture
Canadian institutionsMcGill University
Fundersnot available
KeywordsGeography

Abstract

fetched live from OpenAlex

This article discusses Operation Atlantis, a project by a millionaire pharmaceutical entrepreneur, Werner K. Stiefel, to build a libertarian micronation off the coast of the United States in the late 1960s and early 1970s. It reviews the history and motivations behind Operation Atlantis and discusses how it relates to contemporary libertarian new-nation ventures. Operation Atlantis developed in parallel to 'back-to-theland' communities, which used small-scale technology to return to a 'natural' state through simplicity and self-sufficiency. But the main influence on Stiefel's project was Ayn Rand's Atlas Shrugged (1957), a novel inscribed with her Objectivist philosophy that tells the story of a group of millionaire industrialists who find refuge in a hidden community, Galt's Gulch, also referred to as Atlantis. Interestingly, in recent years, a number of new offshore micronational projects sharing common influences and purposes and, in their own way, reviving the legacy of Operation Atlantis, have been launched in the United States. The Seasteading Institute is a non-profit working to build floating island nations. Designed as a 'post-political' manufactured space, Stiefel's Operation Atlantis and seasteading borrow aspects of the cruise ship. To better understand the motivations behind Operation Atlantis and similar projects and to situate them within Island Studies, it is helpful to adopt Hayward's concept of aquapelagos and uncover the disconnection between libertarian offshore micronations and the aquatic environment they intend to occupy.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.029
Threshold uncertainty score0.058

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0080.004
Scholarly communication0.0020.002
Open science0.0010.003
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.309
Teacher spread0.281 · 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 designQualitative
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

Citations6
Published2016
Admission routes1
Has abstractyes

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