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Record W4286513804 · doi:10.1386/ijcm_00058_1

The effect of affect: The role of affective atmosphere for community music practitioners

2022· article· en· W4286513804 on OpenAlex
Mary Abdel-Malek Neil

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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueInternational Journal of Community Music · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicParticipatory Visual Research Methods
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsAtmosphere (unit)Affect (linguistics)Event (particle physics)Perspective (graphical)Agency (philosophy)PsychologySpace (punctuation)Value (mathematics)Social psychologyCognitive psychologyAestheticsSociologyVisual artsCommunicationArtComputer scienceSocial scienceGeography

Abstract

fetched live from OpenAlex

There are many things stirring within a given community music event. As practitioners, how do we look beyond our planned outcomes to access the unplanned, the unexpected or, as Lee Higgins terms it, the impossible? Understanding affect theory as the social, cultural and psychological manifestation of reactions and emotions arising from encounters between subjects and people, and between people and objects in the environment, this article discusses the value of this theoretical framework to uncover a deeper understanding of the interactions and responses from participants in a community music event. Using a case study of the organization KW Junk Music, I interviewed participants of three junk music events in Kitchener, ON, Canada. The lens of affective atmosphere, described as the atmosphere produced as a result of the intermingling of affects, emotions and sensations within a given space, provides an informative perspective through which to acknowledge the complexities surrounding all stages of a community music event. I argue that the affective atmosphere that emerges out of each event, both by design and by happenstance, has the potential for change, agency and transformation.

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)0.031
metaresearch head score (Gemma)0.012
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.413
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0310.012
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0030.001
Scholarly communication0.0000.000
Open science0.0030.001
Research integrity0.0000.002
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 head0.283
GPT teacher head0.561
Teacher spread0.277 · 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