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Record W4213093702 · doi:10.25071/2563-2418.12

“ITU TIDAK EKONOMIS”:

2019· article· id· W4213093702 on OpenAlexvenueno aff
Albert Schrauwers

Bibliographic record

VenueLOBO Annals of Sulawesi Research · 2019
Typearticle
Languageid
FieldSocial Sciences
TopicAsian Studies and History
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophyPolitical science

Abstract

fetched live from OpenAlex

Apa yang harus kita lakukan terhadap petani yang menentang serangkaian tindakan yang “rasional secara ekonomi” dengan mengatakan, “itu tidak ekonomis”? Dan apa yang harus kita lakukan terhadap suatu negara yang menetapkan kebijakan pembangunannya dengan tetap mempertahankan "tradisi" secara selektif? Dua pertanyaan tersebut menekankan transformasi kapitalis pertanian rakyat yang sifatnya beragam atau tidak menentu di daerah-daerah pinggiran di dataran tinggi di Sulawesi Tengah. Kelompok-kelompok seperti masyarakat To Pamona secara politis dan ekonomis telah diintegrasikan ke dalam suatu negara yang telah mengubah ekonomi secara fun- damental dan sekaligus membangun kembali mata pencaharian mereka sebagai “petani kecil”. Dengan meneliti bagaimana ekonomi moral muncul dari proses pembangunan tersebut, saya membalikkan pandangan historis tentang model ekonomi moral dan konsep yang berkaitan dengan “tradisi yang tetap bertahan”.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.016
Threshold uncertainty score0.055

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0050.007
Scholarly communication0.0110.007
Open science0.0010.005
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0160.003

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 head0.283
GPT teacher head0.473
Teacher spread0.190 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2019
Admission routes1
Has abstractyes

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Same venueLOBO Annals of Sulawesi ResearchSame topicAsian Studies and HistoryFrench-language works237,207