Improving Inter-Cultural Connectivity Thru Cross-Cultural Community Organizing In Canadian Multi-Cultural Society
Bibliographic record
Abstract
Background: In Canadian society, a cultural mosaic thrives, wherein diverse cultural groups, languages, and customs coexist harmoniously. This environment allows minorities to uphold their values and practices. Within this rich cultural mosaic of Canadian society, the interaction between these different cultural groups forms a tapestry of diversity and exchange. This dynamic interplay creates a unique blend of traditions, languages, and customs that enriches the collective experience. This interaction isn't merely about coexistence; it's a vibrant dialogue where ideas, beliefs, and practices intermingle, leading to a cross-pollination of perspectives. This diverse interaction doesn't erase individual identities; rather, it fosters a sense of unity through understanding and appreciation of one another's uniqueness. The continuous interaction between cultural groups encourages learning, empathy, and the embracing of differences, contributing to the inclusive and harmonious fabric of the Canadian society. Approach: Hosted by the Foundation for the Voice of Immigrants in Canada for Empowerment (VOICE), this day-long outdoor event serves as a platform for open dialogue, cultural celebration, and intercultural exchange. It unites members of diverse ethnocultural communities in Calgary to foster a sense of belonging and promote unity. The festival offers a multifaceted program, including discussions on combating racism and religious discrimination, fraud prevention, and financial advice. Musical performances and cultural dances by various ethnic groups enrich the event, creating a vibrant atmosphere. Moreover, the festival features a free BBQ and showcases participating ethnocultural groups, allowing them to share their heritage through traditional clothing, history, and cuisine. Participants are encouraged to wear their traditional attire, reinforcing the celebration of diversity. Observations: Site was selected as the Bowl at prairie winds park NE after getting approval from city of Calgary officials for the day of 29th July 2023 day long outdoor program. ActionDignity, Calgary Police Service, Scotiabank, and Dashmesh Cultural Centre partnered with the VOICE to organize this event. On top of 500 chicken BBQ, the Dashmesh Culture Centre also provided 500 vegetarian dinners along with snacks and a cultural drink called Chai. Performer from Bangladesh, Vietnam, Philippine, Nigeria, and Nepal did showcase their folk songs, dances, and handcrafts. The site was full of hundreds of people from different communities who enjoyed music, dances, and foods from VOICE and Dashmesh center. Conclusion: The Summer Multicultural Festival 2023 stands as a testament to Canada's commitment to celebrating its rich cultural tapestry while acknowledging and addressing the persistent challenges of racism, discrimination, and intolerance. This event encapsulates the essence of multiculturalism in Canada. Through engaging discussions, vibrant musical performances, and cultural displays, the festival provides a unique opportunity for individuals from diverse ethnocultural backgrounds to come together, share their traditions, and broaden their horizon
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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 | 0.006 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.048 | 0.011 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.004 | 0.020 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.013 | 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".