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Record W4320020171 · doi:10.20961/shes.v5i4.69045

Knowing the innovation of healthy rice in the cultivation of healthy rice farming in Rejo Asri Village, Seputih Raman District, Central Lampung Regency

2022· article· id· W4320020171 on OpenAlex
Serly Silviyanti, Indah Nurmayasari, Saskia Susanti Haros, Risa Rahmadhanti

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

VenueSocial Humanities and Educational Studies (SHEs) Conference Series · 2022
Typearticle
Languageid
FieldAgricultural and Biological Sciences
TopicAgricultural Development and Management
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsHorticultureAgricultural scienceBiology

Abstract

fetched live from OpenAlex

<p>Pemerintah merekomendasikan budidaya tanaman sehat yang berjalan tanpa adanya kendala/ permasalahan. Petani menghadapi permasalahan umum dalam budidaya tanaman sehat ini salah satunya adalah harga. Label sehat pada produk ini menjadikan label harga yang cukup tinggi. Petani padi sehat di Desa Rejo Asri melaksanakan usahatani padi sehat dengan banyak tantangan. Tantangan tersebut mulai dari jumlah produksi padi konvensional yang masih lebih banyak daripada padi sehat. Tujuan penelitian ini mengetahui Bagaimana inovasi padi sehat dalam budidaya usahatani padi sehat di Desa Rejo Asri Kecamatan Seputih Raman Kabupaten Lampung Tengah. Penelitian ini dilakukan di Desa Rejo Asri Kecamatan Seputih Raman Kabupaten Lampung dengan responden sebanyak 50 petani padi sehat. Metode analisis yang digunakan adalah analisis deskriptif kuantitatif. Hasil penelitian menunjukkan. Hasil penelitian inovasi padi sehat menguntungkan petani dari segi ekonomi. Inovasi padi sehat sesuai dengan nilai sosial budaya, kebutuhan, dan pengalaman masa lalu. Petani mudah melakukan, mencoba, dan mengamati hasil budidaya padi sehat.</p>

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.625
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
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 head0.082
GPT teacher head0.294
Teacher spread0.212 · 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