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The Citizenship Amendment Bill, 2019 and Its Impact Over State of Assam

2019· article· en· W2998807483 on OpenAlexaff
Sneha Krishnan

Bibliographic record

VenueINROADS- An International Journal of Jaipur National University · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicSouth Asian Studies and Conflicts
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsAmendmentCitizenshipState (computer science)LawPolitical scienceMathematicsPolitics

Abstract

fetched live from OpenAlex

In this article Author critically analyze the citizenship amendment bill, 2019. Citizenship is legal relationship between a people with the state. This amendment is in issue because in this “religion” is criteria for granting citizenship. Government is allowing the citizenship to illegal migrants of six communities (Hindu, Sikh, Christian, Jain, Parsi and Buddhist) from three neighboring countries (Afghanistan, Pakistan and Bangladesh). This bill has been criticized in the house and outside the house. Many claimed that this bill is brought by the government for alluring the majority vote-bank in near general election. The north east region especially state of Assam is going to be adversely affected by this bill, because it will significantly affect the demography, culture and social environment. Consequently there is great protest and uproar against this bill in Assam and North East region. When India is facing the problem of population explosion and the national resources are not enough even for the citizens, this bill looks unreasonable because certainly it will increase the burden of the country.. The exclusion of Muslims is greatly criticized, one parliamentarian during the discussion over this bill said that this government cannot run India like Israel. This bill is also against the basis structure of the constitution that is Secularism. One organization from Assam has filed a writ petition against this bill in Supreme Court as it is unconstitutional. This particular bill is also against the ASSAM ACCORD, 1985, and even inside the government some members and the allies parties of government are against this bill. The author analyzed the social condition of Assam and the consequences of this bill over the state of Assam.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.413
Threshold uncertainty score0.225

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 studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.021
GPT teacher head0.324
Teacher spread0.303 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations1
Published2019
Admission routes1
Has abstractyes

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