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Record W3213398320 · doi:10.21810/strm.v13i1.307

Humanitarian Communication Through the Lens of Feminist Ethics of Care

2021· article· en· W3213398320 on OpenAlex

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.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueStream Interdisciplinary Journal of Communication · 2021
Typearticle
Languageen
FieldComputer Science
TopicHate Speech and Cyberbullying Detection
Canadian institutionsWestern University
Fundersnot available
KeywordsInformation ethicsEngineering ethicsApplied ethicsNursing ethicsFeminist ethicsValue (mathematics)Meta-ethicsSociologyMilitary medical ethicsField (mathematics)Humanitarian aidBioethicsPublic relationsPolitical scienceLawEngineeringComputer science

Abstract

fetched live from OpenAlex

Ethics are the driving force of the humanitarian field, a domain that has been governed by general and universal ethical principles. Researchers have largely focused on studying the organizational commitment to these principles, paying less attention to the role-specific ethics of this field. Moreover, researchers who consider the humanitarian field from a media studies lens have often focused on media representation, while questions about communication as practice are sidelined. In this paper, I approach humanitarian ethics with a particular focus on role morality and communication practices. With a particular focus on the role of a humanitarian communications specialist, I argue, in this paper, that the feminist ethics of care is a useful ethical framework that can guide communication specialists to better practices when they are in the field of operation. I also answer the following research questions: What are the main ethical principles that humanitarian communication specialists are expected to observe as humanitarians? Why are these principles insufficient? How might feminist ethics of care fill the gap left by current humanitarian principles and what would be the added value of this framework for practicing humanitarian communication? To answer, I ground my approach in an experiential understanding built from my personal experience as a humanitarian communications specialist. Second, I offer a literature review to highlight the common ground between humanitarian ethics and the feminist ethics of care and the added value of the feminist ethics of care why applied by humanitarian communication specialists. Third, I provide some examples of communications practices that may follow the feminist ethics of care model.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.366
Threshold uncertainty score0.400

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0020.001
Research integrity0.0000.001
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 head0.033
GPT teacher head0.329
Teacher spread0.296 · 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