Citizen Artist: Examining a Community-Based Studio Art Program
Bibliographic record
Abstract
Background: Many adults with cognitive and/or developmental disabilities (henceforth CDDs) have never been given the opportunity to fully engage in regular artmaking visual arts activities outside their residential environments due to educational, social and financial barriers. The aim of this multi-methods study was to understand how to operationalize the studio environment to support the art experiences of adults with CDDs in an urban studio environment as well as to find ways to commend and credit their knowledge. Methods: Sixteen artist-participants over 21 years of age who enrolled in art classes at Creative Village Studio participated in narrative interviews, shared their artmaking processes and artworks as well as co-wrote artists’ statements about their portfolios over an eight-month period. The study included interviews with three parents, three instructors, three studio volunteers, one lead studio facilitator and one gallery owner who exhibited the artist-participants’ artwork. The researcher created artwork alongside the participants and in the studio. Conclusion: A safe, welcoming studio environment with predictable routines, and supportive staff with sociable personalities who respect artists’ goals and offers facilitation of artmaking without undue influence or intervention, leads to uninhibited artmaking. Frequency and duration of studio time builds artists’ skills, vision, personal style, and self-confidence, resulting in the belief that art is a vocation. Artmaking can act as a piece of a socio-political-cultural jigsaw puzzle that can be assembled to enhance the lives of adults with CDDs. Through art creation the humanity and communication capacities of people with CDDs can be rendered more visible to parents and health and social services professionals. Creative Village Studio’s presence in the urban community and regular art exhibits help to break down barriers about what it means to have a disability.
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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 | 0.004 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.010 | 0.004 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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.
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".