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Record W2288479888

Fieldwork as material and intellectual exchange: a Chini interpretation of nascent linguist-community relations

2015· article· en· W2288479888 on OpenAlexaboutno aff
Joseph L. Brooks

Bibliographic record

VenueAmericanae (AECID Library) · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicMultilingual Education and Policy
Canadian institutionsnot available
Fundersnot available
KeywordsContextualizationInterpretation (philosophy)SociologyMeaning (existential)EpistemologyLinguistics
DOInot available

Abstract

fetched live from OpenAlex

Recently, communities in the Middle Ramu region of Papua New Guinea (PNG), have responded to the presence of linguists by requesting more to come acquire their languages. Having begun my fieldwork among the Chini by responding to their request, I address the cultural motivations underlying their expectations and the ways in which those expectations were conveyed during the initial fieldwork period. In so doing, I argue for a greater contextualization of ethics in linguistic fieldwork, where the ethical outlook of linguists is grounded in careful interpretation of community expectations as they develop according to local frameworks of meaning. Community members‘ interpretation and construction of the research touch on the current discussion among documentary linguists about what practices might lead to more ethical approaches and what role contextuality should have within that process. Some scholars have focused on linguists‘ need to meet the expectations of endangered language communities that the research will be geared toward community interests, and ‘collaboration‘ has thus emerged as a dominant paradigm (Dwyer 2006; Yamada 2007; Czaykowska-Higgins 2009; Leonard & Haynes 2010; Rice 2011, inter alia). Others, however, have emphasized the culture-based motivations that give rise to community expectations and do not necessarily align with linguists‘ assumptions about what is ethically desirable (Dobrin 2008; Holton 2009) as well as the related potential for cross-cultural miscommunication between linguists and communities (Dobrin 2012). The Chini interpreted my research on their language not in terms of collaboration but as part of an exchange relationship with material and intellectual components. They initially constructed my role as that of an outsider whose local integration is expected to lead to increased local development through the introduction of otherwise unattainable material goods. Community members initially offered, in indirect and culturally-specific ways, their language and their participation in linguistic research as tradeable objects in exchange for those goods. But as the research progressed and the community learned that the linguist‘s transcription of their language was based on knowledge which neither they nor the former colonial administrators possessed, they reinterpreted the documentation process as having previously withheld intellectual benefits that might eventually bring them the standard of living of westerners. The ways in which the Chini constructed research on their language in their own cultural terms and conveyed their expectations of the researcher add to our understanding of the Melanesian context and highlight the importance of a more contextualized approach to ethics in linguistic fieldwork. References Czaykowska-Higgins, Ewa. 2009. Research models, community engagement, and linguistic fieldwork: Reflections on working within Canadian Indigenous communities. Language Documentation & Conservation 3(1). 15-50. [http://hdl.handle.net/10125/4423] Dobrin, Lise. 2008. From linguistic elicitation to eliciting the linguist: Lessons in community empowerment from Melanesia. Language 84(2). 300-324. Dobrin, Lise. 2012. Ethnopoetic analysis as a resource for endangered-language linguistics: The social production of an Arapesh text. Anthropological Linguistics 54(1). 1-32. Dwyer, Arienne M. 2006. Ethics and practicalities of cooperative fieldwork and analysis. In Jost Gippert, Nikolaus P. Himmelmann and Ulrike Mosel (eds.), Essentials of language documentation. 31-66. Berlin: Mouton de Gruyter. Holton, Gary. 2009. Relatively ethical: A comparison of linguistic research paradigms in Alaska and Indonesia. Language Documentation & Conservation 3(2). 161-175. [http://hdl.handle.net/10125/4424] Leonard & Haynes 2010. Making "collaboration" collaborative: An examination of perspectives that frame field research. Language Documentation & Collaboration 4. 268-293. [http://hdl.handle.net/10125/5077] Rice, Keren. 2011. Documentary linguistics and community relations. Language Documentation & Conservation 5. 187-207. [http://hdl.handle.net/10125/4498] Yamada, Racquel-María. 2007. Collaborative linguistic fieldwork: Practical application of the empowerment model. Language Documentation & Conservation 1(2). 257-282. [http://hdl.handle.net/10125/1717]

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)0.017
metaresearch head score (Gemma)0.017
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.025
Threshold uncertainty score0.102

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0170.017
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0060.004
Science and technology studies0.0250.100
Scholarly communication0.0180.019
Open science0.0030.013
Research integrity0.0050.005
Insufficient payload (model declined to judge)0.0070.000

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 head0.048
GPT teacher head0.392
Teacher spread0.344 · 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 designQualitative
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".

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Citations0
Published2015
Admission routes1
Has abstractyes

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