MétaCan
Menu
Back to cohort
Record W3200674786

A Study On The Different Paradigm Of Bodo People Of Aminkata Village In Gossaigaon Block Of Kokrajhar In Assam, India

2021· article· en· W3200674786 on OpenAlex
Manik Narzary, Sanowar Hussain

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Emerging Technologies and Innovative Research · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicSouth Asian Studies and Conflicts
Canadian institutionsnot available
Fundersnot available
KeywordsAssameseLivelihoodLocal languageState (computer science)GeographyQuarter (Canadian coin)Ethnic groupEthnologySociologyGenealogyHistoryAnthropologyArchaeologyAgricultureLinguistics
DOInot available

Abstract

fetched live from OpenAlex

The Bodos are one of the major ethnic communities that settled early in the Assam state of northeastern India. Their custom, food habits, religion, faith, use of herbal medicines dresses, etc. are different from other people live in that state. They are rich in tribal culture. Bodo people in Bodoland Territorial Region ( Eartswhile BTC) speak the Bodo (Boro) language which is not the same as the Assamese language. This language has Tibeto-Burmese origins and now it has become one of the official languages of Assam. The language has also an important affinity with the Sino-Tibetan language family which is now recognized as one of the Twenty-two scheduled languages in the Indian constitution. Bodo Sahitya Sabha, being an important literary organization has been working hard to protect and promote the Bodo culture, language, and literature. As a result, now the language has been recognized as a scheduled language. Bodo is one of the plain tribes living in Assam for a long time with a separate individuality, culture, and language of its own. The present study wants to explore some important dimensions of the Bodo Tribal community of Aminkata village. The village is 13 kilometers away from the Gossaigaon Block office and 30 Kilometres away from the District Head Quarter i.e. Kokrajhar. The village is located in a rural area with mixed and multi-culture and community villages and is well connected both in road and railway connectivity. This paper has emphasized studying the socio-cultural, customs, and livelihood of the people of Aminkata village in a micro-level study.

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.

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)0.003
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.484
Threshold uncertainty score0.443

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.125
GPT teacher head0.421
Teacher spread0.296 · 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