How Do Canadian Generation Y Consumers Use Social Media Websites
Bibliographic record
Abstract
In Canada, Generation Y is an extremely socially engaged group. The purpose of this study is to examine the social media habits of Canadian Generation Y customers. Generation Y is synonymous with social media use, and the researcher is interested in learning more about what they do on social media in general. These folks utilize social media on a regular basis to interact with their friends and loved ones, as well as to research information and learn new things. This study examines what Canadian Generation Y consumers believe about security and privacy when they use social media platforms such as Facebook and Twitter. Being that such a large amount of information has been made available on social media, the researcher is interested in knowing whether the interview subjects have any security or privacy concerns and if so what those issues are. On average, 60 percent of those who responded to the questionnaire study spent 1 to 100 hours each month on the Internet, according to the information gathered through the questionnaire survey. Approximately three-quarters of those who answered the survey said they spend between 1 and 20% of their Internet time shopping. Ninety-three percent of those who answered the survey said Facebook was their preferred social media platform, with YouTube coming in second with 87 percent.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.025 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".