Dance knowledge through the body: Gender roles within contact improvisation
Bibliographic record
Abstract
This article challenges the assumption of contact improvisation (CI) as a gender-neutral dance form, as it has been claimed since the emergence of the dance form in the 1970s and pertained until recent times. Drawing on ethnographic research in Montreal (2019), the investigation combines autoethnography and participant observation to examine the influence of gender roles and power dynamics on the dance floor. To understand the claim of egalitarianism in CI, the study first exposes a discourse analysis of CI’s initial gender egalitarian ideology (1970s) and its reaction against dominant dance forms like ballet. The article discusses the role of the body in ethnographic work, suggesting that the researcher’s sensorial and affective experiences can challenge scholarly assumptions and fieldwork’s discourses. By highlighting how knowledge is embodied, the article emphasizes anthropology’s contribution to dance theory through the disclosure of knowledge via somatic experience.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.022 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".