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Record W4364360025 · doi:10.18280/ijsdp.180335

Study on Identification of Micro Environment Factors in Fattening Business Development Bali Cattle in Barru Regency South Sulawesi Indonesia

2023· article· en· W4364360025 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
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

VenueInternational Journal of Sustainable Development and Planning · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicLivestock Farming and Management
Canadian institutionsnot available
FundersDirektorat Riset dan Pengabdian MasyarakatUniversitas Hasanuddin
KeywordsIdentification (biology)GeographyBusinessBiologyEcology

Abstract

fetched live from OpenAlex

The direction of development of the livestock subsector especially Bali cattle commodity, is the development of the livestock industry managed and developed by farmers with the aim of increasing productivity, population, income and welfare of farmers.This article purposes at presented to identify of microenvironmental towards the development of Bali cattle fattening business.The research was carried out in Barru regency South Sulawesi Province.The sample of farmer include 76 respondents take using the systematics sampling.Survey, interview, and observation methods were applied to gather the data.Data were examined with descriptive statistics.The research was built based on feed units, health units, housing units, and labor units.The outcomes of this study have shown that the micro environment supports progressively for the sustainability of Bali cattle fattening business, so it is hoped that in the future it is necessary to develop a farmer empowerment strategy with government support in implementing the development of the Bali cattle fattening business.

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)0.001
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 score0.073
Threshold uncertainty score0.246

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 head0.028
GPT teacher head0.244
Teacher spread0.215 · 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