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Record W2789690943 · doi:10.5539/mas.v12n3p84

Policy Implementation on the Rice of in Order to Increase Food Stock in Rembang District

2018· article· en· W2789690943 on OpenAlexvenueno aff
Suparno Suparno

Bibliographic record

VenueModern Applied Science · 2018
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Security and Socioeconomic Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsFood securityDocumentationOrder (exchange)Stock (firearms)Staple foodGovernment (linguistics)Nonprobability samplingFood policyComputer scienceBusinessEnvironmental economicsAgricultureEconomicsFinanceEngineeringGeographySociology

Abstract

fetched live from OpenAlex

Food stock has become a concern of the Government since before the independence days. The Government always seeks to maintain food security so that the community would be sure needs their meal.The development of food security policy since the days of old order up to this time show the concentration of policies that are more or less the same, namely the availability of rice as a staple food. The purpose of this study is to: (1) decsribe and analyze the policy implementation on the rice availability in order to increase food security in Rembang District. (2) Describe and analyze what factors that support and hinder the policy implementation on the rice availability in order to increase food security in Rembang District. (3) Formulate a policy implementation model of rice availability in order to increase food security in Rembang for five years into the future. This research used a qualitative approach and including phenomenological research, with the research instrument of the researchers themselves. Data sources informants specified in purposive sampling, observation and documentation as well as supported by technical discussion. The results of this research indicate in general implementation of the food security policy in particular the rice availability in Rembang has not been implemented to its full potential, as well as the achievement of results. Rice availability policy implementation model proposed, namely: (1) increasing coordination with Regional food security Board optimization of Rembang, (2) Formulating policy areas which are more tangible, a clear change of degree movies, and the support of stakeholders be optimized especially from the head Area, (3) communication is increasingly clear through the medium of a simple but striking. (4) The structure of the organization or the bureaucracy that comes with it’s SOP.

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)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.017
Threshold uncertainty score0.035

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.022
GPT teacher head0.270
Teacher spread0.249 · 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 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

Citations0
Published2018
Admission routes1
Has abstractyes

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