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Record W4378611200 · doi:10.31219/osf.io/fyz8v

PENGGUNAAN PUPUK ORGANIK DALAM MENINGKATKAN KUALITAS TANAH DAN PRODUKTIVITAS TANAMAN

2023· preprint· id· W4378611200 on OpenAlexaff
Fandy Ahmad Siregar

Bibliographic record

Venuenot available
Typepreprint
Languageid
FieldAgricultural and Biological Sciences
TopicPlant Growth and Agriculture Techniques
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsPhysicsHorticultureBiology

Abstract

fetched live from OpenAlex

Peningkatan kesuburan tanah: Pupuk organik mengandung bahan-bahan organik seperti kompos, pupuk kandang, atau bahan limbah organik lainnya. Ketika pupuk organik diterapkan ke tanah, mereka memberikan sumber nutrisi yang melimpah, termasuk nitrogen, fosfor, dan kalium, serta unsur hara mikro penting. Bahan organik ini membantu meningkatkan kesuburan tanah dengan meningkatkan ketersediaan nutrisi dan kapasitas menahan air tanah. Peningkatan struktur tanah: Pupuk organik memperbaiki struktur tanah dengan meningkatkan agregasi partikel tanah. Bahan organik berperan sebagai pengikat yang membantu membentuk agregat tanah yang lebih besar. Struktur tanah yang baik memungkinkan aliran air yang lebih baik, penetrasi akar yang lebih baik, dan sirkulasi udara yang lebih baik di dalam tanah. Retensi air yang lebih baik: Pupuk organik meningkatkan kemampuan tanah untuk menahan air. Bahan organik dapat menyerap dan menyimpan air lebih baik daripada tanah yang kurang memiliki kandungan bahan organik. Hal ini membantu mengurangi kehilangan air melalui pengeringan dan mengoptimalkan ketersediaan air bagi tanaman. Meningkatkan aktivitas mikroba tanah: Pupuk organik memberikan nutrisi yang baik bagi mikroorganisme tanah, seperti bakteri, jamur, dan nematoda yang bermanfaat. Mikroorganisme ini membantu dalam dekomposisi bahan organik, membantu memecah nutrisi menjadi bentuk yang tersedia bagi tanaman, serta meningkatkan efisiensi penyerapan nutrisi oleh akar tanaman. Pengurangan risiko pencemaran: Pupuk organik cenderung memiliki risiko pencemaran lingkungan yang lebih rendah daripada pupuk anorganik. Pupuk anorganik yang berlebihan dapat terlarut dalam air dan mencemari sumber air tanah dan permukaan. Pupuk organik, di sisi lain, cenderung memasok nutrisi secara perlahan dan dapat diuraikan oleh mikroorganisme tanah, mengurangi risiko pencemaran.

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), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.456
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0030.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0010.001

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 head0.043
GPT teacher head0.248
Teacher spread0.205 · 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 designBench or experimental
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

Citations3
Published2023
Admission routes1
Has abstractyes

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