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Record W2282409433 · doi:10.7202/1069415ar

ENDS AND MEANS IN POLITICS: INTERNATIONAL LAW AS FRAMEWORK FOR POLITICAL DECISION-MAKING

2020· article· en· W2282409433 on OpenAlexvenueno aff
Sibylle Kapferer

Bibliographic record

VenueRevue québécoise de droit international · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsnot available
Fundersnot available
KeywordsSine qua nonInternational lawPolitical scienceLawPoliticsTerrorismHuman rightsConvictionLaw and economicsInternational human rights lawAction (physics)Sociology

Abstract

fetched live from OpenAlex

The international legal system in place since 1945 is based on two core principles: the repudiation of violence as a means of political action, and the protection of fundamental human rights and freedoms. It reflects the conviction that threats to international peace and security are best addressed collectively, through the procedures and institutions established for that purpose. The reality brought to the fore in the aftermath of September 11th, 2001 is very different. This paper argues that the military intervention in Afghanistan and other anti-terrorism measures undertaken by states have revealed a profound disregard for the principles and standards of international law. Far from constituting an effective response to current security concerns, the resort to force in a manner neither in keeping with the legal criteria for self-defense nor authorized by the UN Security Council, coupled with excessive restrictions of human rights, poses a threat to the very essence of the present international legal order. The paper makes a case for international law as basis for the conduct of international relations and framework for political decision-making, arguing that it is in the interest of all that those involved in political processes accept and implement its standards and principles. The paper specifically addresses the way in which international law applies to states’ efforts to respond to crimes such as those of September 11th and emphasizes the need to strengthen the rule of law not only as a sine qua non for any effective anti-terrorism strategy, but also as a matter of national self-interest.

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)0.031
metaresearch head score (Gemma)0.015
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.033
Threshold uncertainty score0.162

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0310.015
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0040.004
Science and technology studies0.0100.086
Scholarly communication0.0330.023
Open science0.0040.008
Research integrity0.0130.015
Insufficient payload (model declined to judge)0.0040.001

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 head0.021
GPT teacher head0.332
Teacher spread0.311 · 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 designTheoretical or conceptual
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

Citations4
Published2020
Admission routes1
Has abstractyes

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Same venueRevue québécoise de droit internationalSame topicInternational Law and Human RightsFrench-language works237,207