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Record W4415518929 · doi:10.22363/2687-0088-39695

Polyphonic parenting debate in Russian social media: A pragmatic perspective

2025· article· en· W4415518929 on OpenAlex
Claudia Zbenovich

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.

Bibliographic record

VenueRussian Journal of Linguistics · 2025
Typearticle
Languageen
FieldComputer Science
TopicDigital Communication and Language
Canadian institutionsMedicine Hat College
Fundersnot available
KeywordsPerspective (graphical)PolyphonyConversationInterpersonal communicationThe InternetComputer-mediated communicationHatredConversation analysis

Abstract

fetched live from OpenAlex

The article examines the evolution of a new language for discussing private and personal matters in the public space of Russian social media. The goal of the study is to reveal the formats of talk that may serve the manifestation of the new public language, reflected in multiple discourses through which Russian parents position themselves in the Internet parenting forum debate. The data for the research were obtained from the conversation analysis of parents’ posts on Alpha Parenting, a popular Russian Facebook community platform. The study aimed to analyze more than 400 posts of parents of young children (6-12 years old) uploaded from 2017 to 2019. The emerging formats of talk are examined from a perspective of pragmatic communicative acts that shape the interactional situation in a chat forum. An interplay of the multiple forms of talk in the online forum is understand through the prism of Bakhtin’s analytical apparatus, which is based on the concepts of voice and polyphony . The results illustrate the simultaneous presence of different languages in public discussions of private life. These may pertain either to everyday informal communication constituted in the private and interpersonal sphere, to discursive practices of authoritative talk, to the meta-ways of discourse monitoring and management, or no less important, to the therapeutic public emotional talk about one’s private inner world and emotional experience. The study suggests that the ways of communicating about emotions represent an emerging emotional therapeutic attitude and language that has been regulating and reshaping Russian Internet communication.

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)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.982
Threshold uncertainty score0.459

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.013
GPT teacher head0.291
Teacher spread0.279 · 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