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Record W4240315340 · doi:10.31219/osf.io/f62x5

artikel tumpang sari jagung dan kelapa sawit-1 Hadi Saputra

2018· preprint· id· W4240315340 on OpenAlexaff
HADI SAPUTRA

Bibliographic record

Venuenot available
Typepreprint
Languageid
FieldEnvironmental Science
TopicOil Palm Production and Sustainability
Canadian institutionsAgribrands Purina (Canada)
Fundersnot available
KeywordsHorticulturePhysicsBiology

Abstract

fetched live from OpenAlex

artikelTumpangsari merupakan sistem bercocok tanam dengan cara menanam dua jenis tanaman yang berbeda atau lebih secara bersamaan (bisa juga agak bersamaan/berselang beberapa hari atau 1 minggu, dapat juga berupa tumpang sari antara tanaman musiman dan tanaman tahunan) , dengan membentuk deretan-deretan lurus untuk tanaman yang ditanam secara berseling pada satu bidang tanah. Sebagai contoh dalam pembahasan berikut antara pengaruh dan keuntungan membudidaya tanaman jagung terhadap tanaman kelapa sawit.Permintaan pasar terhadap jagung terus meningkat, baik terhadap jagung biasa maupun jagung manis. Peluang pasar yang baik ini belum dapat sepenuhnya dimanfaatkan oleh para petani, karena tanah di Kota siak tergolong tanah Podsolid Merah Kuning (PMK) yang kandungan bahan organik dan unsur haranya relatif rendah serta banyaknya alih fungsi lahan pertanian kepada tanaman kelapa sawit dan karet, Maka salah satu usaha untuk mengatasi masalah tersebut adalah dengan cara tanam tumpangsari. tumpang sari jagung dan kelapa sawit-1

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 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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.171
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0010.002
Scholarly communication0.0000.000
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0250.011

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 head0.014
GPT teacher head0.249
Teacher spread0.236 · 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; both teacher heads agree on what is shown here.

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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