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Record W4367159063 · doi:10.7202/1078795ar

Perfecting Plural Societies: Lessons from the Comparative Study of Property Systems and Jural Disparity in Two Philippine Ethnic Minorities

2021· article· en· W4367159063 on OpenAlexaff
Melanie G. Wiber, June Prill-Brett

Bibliographic record

VenueCulture · 2021
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicLand Rights and Reforms
Canadian institutionsUniversity of New Brunswick
Fundersnot available
KeywordsPluralEthnic groupPeasantPoliticsProperty (philosophy)PhenomenonDevelopment economicsPolitical scienceSociologyGeographyLawEconomicsLinguistics

Abstract

fetched live from OpenAlex

Most nation states today are plural societies, with more than one tradition of economic, political and jural organization. As developing nations move towards increasing integration of peripheral regions and groups, the problems inherent in this plurality are becoming increasingly intractable. One significant problem area lies in rural development which involves land tenure and the western perception of “peasant” or tribal peoples as “common potatoes in a sack.” This paper compares the diachronic development of property systems in two neighbouring ethnic groups of upland northern Philippines to argue that more research is needed into the social processes resulting from plural jural institutions. Not all peripheral groups respond in the same ways to plural jural systems; the reasons for differing responses may tell us much about the phenomenon of growing inequality in developing nations.

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)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.212
Threshold uncertainty score0.995

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)0.0000.000

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 head0.083
GPT teacher head0.312
Teacher spread0.229 · 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.

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

Citations2
Published2021
Admission routes1
Has abstractyes

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