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Record W4403912460 · doi:10.55016/ojs/muj.v2i2.79238

A Metamorphosis: From HGW XX/7 to a Good Man

2024· article· en· W4403912460 on OpenAlexaff
Vipasna Nangal

Bibliographic record

VenueThe Motley Undergraduate Journal · 2024
Typearticle
Languageen
FieldArts and Humanities
TopicHistory of Emotions Research
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsMetamorphosisMedicineBiology

Abstract

fetched live from OpenAlex

This paper explores the transformative power of music on psychological and political ideologies through the lens of the film The Lives of Others. It examines the character of Hauptmann Gerd Wiesler, a Stasi agent whose life undergoes profound changes after encountering the piece Sonata for a Good Man. Integrating insights from musicology, psychology, Sufism, and political science, the paper delves into how music transcends ideological boundaries, enabling deep personal introspection and connection. Unlike prior studies that focus broadly on art, this paper focuses specifically on music as a transformative force, offering a deeper exploration of how music incites psychological and ideological change. The analysis argues that music creates a liminal space where conventional boundaries dissolve, fostering a critical re-evaluation of one’s beliefs and perceptions. This transformation is evident in Wiesler’s shift from a loyal ideologue to a compassionate individual, impacting his emotional and cognitive states as well as his actions and ideologies. The paper highlights the capacity of music to challenge and alter both political and personal landscapes, emphasizing its role in facilitating ideological and emotional liberation. The paper contributes to a broader understanding of art’s impact on human behaviour and societal structures by examining the intersection of music and transformation within the context of East Germany. Through Wiesler’s story, the paper illustrates how art, particularly music, can be a potent force in challenging and reshaping ideological confines and nurturing human connection and empathy.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.017

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0080.013
Scholarly communication0.0060.004
Open science0.0000.005
Research integrity0.0010.004
Insufficient payload (model declined to judge)0.0050.001

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 head0.052
GPT teacher head0.276
Teacher spread0.224 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2024
Admission routes1
Has abstractyes

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