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Record W3098102234 · doi:10.6000/1929-4409.2020.09.99

Motivation Factors for Political Consciousness Formation in the Modern World

2020· article· en· W3098102234 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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueInternational Journal of Criminology and Sociology · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicSociopolitical Dynamics in Russia
Canadian institutionsnot available
Fundersnot available
KeywordsLegitimationConsciousnessPoliticsLegitimacySociologySocial consciousnessSubject (documents)Political systemEpistemologySocial psychologyPsychologyPolitical scienceLawComputer scienceDemocracy

Abstract

fetched live from OpenAlex

The article deals with the problem of political consciousness formation in the global conditions of heterogeneous political structures, which generate a wide range of needs and interests of groups and individuals. The purpose of our study is to identify the motivational structure of the subject's consciousness formation in political structures of different types. Conceptual description of the motivational structure in socio-political systems requires complex application of various research methods. The authors utilize such methods as structural and functional analysis of the informational and social environment, the phenomenological analysis of the role of communicative practices in the public sphere driving the attitudes of mass consciousness in the process of political power legitimation. Empirical methods include public opinion polls. Following the typology of forms of political consciousness, it is possible to single out and to systematize objective system factors of the living environment and subject-oriented factors of consciousness manipulation in public policy. Remarkably, real social systems are characterized by the complex synthesis of elements from different types of political consciousness. The process of recognizing the legitimacy of power by an individual is defined by opposite motivational vectors of freedom and necessity and runs on the base of rational and emotional perception of the political situation. The unity of the diverse forms of political consciousness organization in the global society is based on the axiological consensus between cultures, between society and human, between state and person. These relations conceptually manifest in symbols that motivate individual and group consciousness to trust in power.

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)0.000
metaresearch head score (Gemma)0.002
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: Empirical
Teacher disagreement score0.098
Threshold uncertainty score0.323

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.138
GPT teacher head0.390
Teacher spread0.252 · 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