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Record W6986359493

Peak-nic Electronik: Following the Formation & Culmination of Social Atmospheres Through Temporally and Spatially Spread Group Consumption Settings

2023· other· en· W6986359493 on OpenAlexaboutno aff

Bibliographic record

VenueSpectrum Research Repository (Concordia University) · 2023
Typeother
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicAdvanced Electron Microscopy Techniques and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsAtmosphere (unit)EthnographyContext (archaeology)Consumption (sociology)Entrainment (biomusicology)Focus groupSocial relationSocial environmentPhenomenology (philosophy)Participant observation
DOInot available

Abstract

fetched live from OpenAlex

Atmospheres crafted by a range of personal, social, and material stimuli imbue consumption spaces with “qualities of feeling” that inform consumers’ behaviors and emotions (Böhme, 2008; Hill et al., 2021). During collective live events, the experience of atmosphere is shared among the consumers present in the space. Through the lens of sociological interaction ritual theory, a four-stage process underlining the emergence and intensification of social atmospheres was conceptualized demonstrating how the entrainment of consumers’ emotions and behaviors by a shared focus results in lively expressions of collective effervescence (Hill et al., 2021). The interaction ritual chain informing the creation of the social atmosphere was only evaluated within the context of spatially and temporally bound collective live events, leaving out its exploration in live events whereby consumers flow through the space along their own timelines. My qualitative study uses the context of music festivals to examine this gap with research rooted in an ethnography of Piknic Electronik, a seasonal Montreal festival. My findings reveal how spatially and temporally spread contexts distract shared focus among the consumers present, weakening the intensification of the social atmosphere and breaking down the collective manifestation of effervescence into smaller, lower-intensity peaks experienced to different extents among attendees. For practitioners, this research provides insight into managing points of tension that interrupt consumers’ entrainment and facilitating the flow of social atmosphere build up through the design of atmospheric cues in seasonal music festival contexts. Keywords: interaction ritual chains, social atmosphere, music festivals, group consumption

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 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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.700
Threshold uncertainty score0.753

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.014
GPT teacher head0.308
Teacher spread0.294 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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
Published2023
Admission routes1
Has abstractyes

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