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Record W7070357374

Popular sovereignty, constitutionalism and the Indian constitution

2019· article· en· W7070357374 on OpenAlexaff

Bibliographic record

VenueOxford University Research Archive (ORA) (University of Oxford) · 2019
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMachine Learning in Bioinformatics
Canadian institutionsTrinity College
Fundersnot available
KeywordsConstitutionSovereigntyConstitutionalismPopular sovereigntyLegitimacyDemocracyConstitution of IndiaPolitics
DOInot available

Abstract

fetched live from OpenAlex

India's next Constitution Day will mark seventy years since the adoption of the Constitution. 1 The Preamble to the Indian Constitution affirms that on 26 November 1949 the people of India adopted, enacted and gave to themselves the Constitution, 'having solemnly resolved to constitute India into a sovereign democratic republic'. 2This resolution can be interpreted as a successful exercise of sovereignty by the Indian people.More precisely, one may argue that (i) the Indian Constitution stemmed from the sovereignty inherent in the people of India; and that (ii) the legitimacy of the Constitution is, therefore, grounded in the principle of popular sovereignty.When considering the idea of sovereignty in relation to the Indian Constitution, one may also argue that (iii) the Constituent Assembly identified (state) sovereignty as a status that the Indian political community should enjoytogether with democracy and a republican form of government; and that, accordingly, (iv) the Indian Constitution recognises the Indian Republic as a sovereign state. 3This year's anniversary, which shortly follows the 70 th anniversary of India's independence (acquired on 15 August 1947) provides a fitting occasion for reflection upon the foundations of the Constitution of India.In particular, I would like to discuss the role of the principle of popular sovereignty in the contemporary Indian constitutional framework: an issue that can be illustrated with a brief analysis of propositions (i) and (ii) above.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.953
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.012
GPT teacher head0.241
Teacher spread0.230 · 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 teacher head, 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

Citations0
Published2019
Admission routes1
Has abstractyes

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