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Record W2940501633 · doi:10.1080/25751654.2019.1610932

“Nothing but a False Sense of Security”: Mapping and Critically Assessing Papal Support for a World Free from Nuclear Weapons

2019· article· en· W2940501633 on OpenAlexaff
Christopher Hrynkow

Bibliographic record

VenueJournal for Peace and Nuclear Disarmament · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicNuclear Issues and Defense
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsNuclear weaponTreatyWitnessNuclear ethicsLawScholarshipPolitical scienceNothingFace (sociological concept)Sign (mathematics)Ground zeroSociologyPhilosophyEpistemologySocial science

Abstract

fetched live from OpenAlex

This article maps the papal peace witness’ support for a world free from nuclear weapons. Although the last concentration of scholarly work in this area dates back to the early and mid-1980s, now is a cogent time to update that scholarship by revisiting and critically assessing papal teachings and diplomatic actions that move towards banning nuclear weapons on Earth. Contemporary events motivating this article include the need to bridge the gap evident in US and global policy on nuclear weapons. Particularly relevant here is the current “everything on the table”-themed posturing, oddly mixing war and peace themes, active in the Trump administration’s policy of reinvigorating the USA’s nuclear arsenal in the face of challenge by the likes of Kim Jong-un’s nuclear ambitions for North Korea. Yet, at the same time a significant number of the members of the community of nations, including the Holy See, have signed the Treaty on the Prohibition of Nuclear Weapons. To undertake the task of critically mapping papal support for a world free from nuclear weapons that made it almost a given that the Holy See would sign and ratify that treaty, the present article examines the contributions of contemporary popes from Pius XII to Francis. It focuses on how these popes named and addressed what they often characterized as the moral evils manifest in nuclear weapons, when focusing their efforts to rid the world of these human-generated existential threats.

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)0.009
metaresearch head score (Gemma)0.025
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 score0.014
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.025
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0050.003
Science and technology studies0.0140.034
Scholarly communication0.0140.013
Open science0.0020.014
Research integrity0.0030.007
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 head0.027
GPT teacher head0.322
Teacher spread0.295 · 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

Citations3
Published2019
Admission routes1
Has abstractyes

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