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Record W4397013213 · doi:10.33772/einsteins.v2i1.645

Studi Kajian Literatur: Pengaruh Keberadaan Logam Berat Terhadap Tingkat Kesuburan Tanah di Indonesia

2024· article· id· W4397013213 on OpenAlexaboutno aff
Putri Oktavian, Muhammad Anas, Kasman, I Nyoman Sudiana, Jamhir Safaani, La Agusu

Bibliographic record

VenueEinstein's. · 2024
Typearticle
Languageid
FieldEconomics, Econometrics and Finance
TopicEconomic Growth and Fiscal Policies
Canadian institutionsnot available
Fundersnot available
KeywordsPhysicsEnvironmental science

Abstract

fetched live from OpenAlex

Penelitian ini dilakukan di Kendari, Sulawesi Tenggara. Tujuan dari penelitian ini adalah untuk mengetahui bagaimana pengaruh keberadaan logam berat terhadap tingkat kesuburan tanah di Indonesia. Metode yang digunakan dalam penelitian ini yaitu pengkajian literatur dengan mengumpulkan beberapa data sekunder dari berbagai penelitian yang telah dilakukan. Hasil penelitian menunjukan logam berat terakumulasi di dalam tanah pada batas wajar hingga melebihi batas ambang dan berpengaruh signifikan terhadap tingkat kesuburan tanah. Logam berat yang telah melewati ambang batas keberadaan di dalam tanah oleh Ministry of State for Population and Enviromental of Indonesia, and Dalhousie, University Canada, dapat menyebabkan turunnya tingkat kesuburan terhadap tanah, bersifat toksik dan dapat berakibat buruk terhadap kesehatan manusia. Sedangkan untuk logam berat yang masih berada di bawah ambang batas, bersifat aman dan memiliki pengaruh yang cukup baik terhadap tingkat kesuburan tanah.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.796
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.005

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 head0.019
GPT teacher head0.217
Teacher spread0.197 · 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 teacher head, not a consensus.

Study designNot applicable
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
Published2024
Admission routes1
Has abstractyes

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