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The Role of Mass Media in Rural Information System in Nigeria

2012· article· en· W1609281340 on OpenAlexvenueno aff
Stephen Ocheni, Basil C. Nwankwo

Bibliographic record

VenueStudies in sociology of science · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicEducation, Sociology, Communication Studies
Canadian institutionsnot available
Fundersnot available
KeywordsHarmony (color)PovertyGovernment (linguistics)Rural areaMass mediaPolitical scienceEconomic growthSociologyLawEconomics

Abstract

fetched live from OpenAlex

The article examined rural reporting in Nigeria and discovered that the only thing that constitute news for reporters in the country is only when a strange thing negative happens in the rural areas. For example, when there is ritual sacrifice, community clashes, rape, murder, etc.. The press hardly reports any good news about the rural communities in Nigeria. For example, when there is peace, harmony and self-efforts at rural development undertaken by the initiative of the rural community leaders, it is hardly given attention by the press reporters in Nigeria. Consequently, rural poverty continues to increase unabated but the Nigerian press reporters could not effectively expose the deplorable conditions under which the rural dwellers live in. The bias of the reporters is in favour of the urban dwellers who are adjudged to be learned, enlightened and understand the meaning and importance of news. The reporters argue that if the news reported upon is not essentially urban oriented, the patronage especially in the print-media would be very low. The study concluded by observing that the trend should be reversed immediately. In fact the news reporters in Nigeria should show more patriotism in the coverage of events in the rural areas. This is the only way government could know and understand the plights of the rural dwellers for effective public policy-making to reduce the present level of rural poverty and reverse the current rise in rural-urban migration in the country.

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)0.002
metaresearch head score (Gemma)0.009
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.011
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.004
Science and technology studies0.0030.002
Scholarly communication0.0110.007
Open science0.0000.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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 head0.077
GPT teacher head0.430
Teacher spread0.353 · 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

Citations5
Published2012
Admission routes1
Has abstractyes

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