MétaCan
Menu
Back to cohort
Record W3145943903

Analisis Laju Infiltrasi Berbagai Penggunaan Lahan di Desa Kaligending, Karangsambung, Jawa Tengah

2021· article· en· W3145943903 on OpenAlex
Chrisnal J. K. T. Tamod, Reza Aryanto, Taat Tri Purwiyono

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueIndonesian Mining and Energy Journal · 2021
Typearticle
Languageen
FieldEnvironmental Science
TopicWater and Land Management
Canadian institutionsnot available
Fundersnot available
KeywordsPhysicsForestryGeography
DOInot available

Abstract

fetched live from OpenAlex

Penentuan  laju  infiltrasi  bertujuan  untuk  menentukan  laju  masuknya  air  kedalam  tanah.  Dimana penentuan  ini  di  uji  dari  berbagai  penggunaan  lahan  dengan  memperhatikan  faktor  infiltrasi  seperti  tekstur tanah,  litologi  batuan,  vegetasi  penutup,  dan  kemiringan  lereng.  Model  yang  di  uji  bersifat  empiris,  dan merupakan  fungsi  persamaan  tergantung  waktu,  dengan  menggunakan  model  Horton.  Infiltrasi  sangat menentukan berlangsungnya proses daur hidrologi yang terjadi di suatu daerah. Dimana infiltrasi adalah proses masuknya  air kedalam tanah baik dari air  hujan maupun irigasi. Laju infiltrasi dengan nilai kecil kemungkinan limpasan permukaan mempunyai nilai besar. Pada kegiatan pertambangan nilai laju infiltrasi berpengaruh pada kondisi tanah selain itu juga berpengaruh pada limpasan air yang terjadi pada area pertambangan. Penelitian ini akan dilakukan di Lipi Karangsambung tepatnya di Desa Kaligending, Karangsambung, Kebumen, Jawa Tengah. Data  infiltrasi  diperoleh  dengan  menggunakan  alat  infiltrometer  jenis  Guelph  Permeameter.  Pada  akhirnya diketahui peta persebaran laju infiltrasi menggunakan metode IDW dari perangkat lunak Arcgis.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.276
Threshold uncertainty score0.803

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.008
GPT teacher head0.200
Teacher spread0.193 · 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