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Record W3045280023 · doi:10.20961/lar.v18i2.42929

Investigasi kapasitas kepemimpinan dalam kelompok peternak sapi PO Kebumen di pesisir Kabupaten Kebumen

2020· article· id· W3045280023 on OpenAlex
Mochamad Sugiarto, Oentoeng Edy Djatmiko, Syarifuddin Nur, Yusmi Nur Wakhidati

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueLivestock and Animal Research · 2020
Typearticle
Languageid
FieldAgricultural and Biological Sciences
TopicLivestock Farming and Management
Canadian institutionsWiLAN (Canada)
Fundersnot available
KeywordsAgricultural scienceEnvironmental science

Abstract

fetched live from OpenAlex

Objective: The sustainability of the Kebumen Ongole Grade cattle farmers groups in the coastal area of Kebumen Regency has become very important to support the increase in beef cattle production in the countryside. Leadership capacity is the ability of group leaders in managing groups and their members toward more dynamic groups of farmers. This study aimed to identify the leadership capacity of Kebumen Ongole Grade cattle farmers and analyze the relationship between demographic factors and the leadership capacity of Kebumen Ongole Grade cattle farmers.Methods: One hundred forty-seven respondents of Kebumen Ongole Grade cattle farmers were taken using the multistage sampling method to provide an assessment of the leadership capacity of the head of Kebumen Ongole Grade cattle farmers group. The collected data were analyzed with descriptive statistics and Spearman rank correlationResults: The analysis showed that the age of the group leader, the experience of the group leader involved in the farmers group, and the experience of the group leader in raising beef cattle has a significant relationship with the leadership capacity in the group (P <0.05).Conclusions: The heads of the Kebumen Ongole Grade cattle farmers groups had high leadership capacity.

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 categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.551
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.001

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 head0.130
GPT teacher head0.318
Teacher spread0.189 · 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