Increasing the Adoption of Canadian Retail Businesses’ Websites: Canadian Young Generation Consumers' Enticement
Bibliographic record
Abstract
This research contributes significantly to academic and practitioner knowledge in the areas of young generation customers' enticement for expanding the adoption of small companies and internet commerce. This is the first time that a study has been done especially on the behavioral usage of Canadian Young consumers' websites by Canadian retail businesses. The purpose of this study is to gain a better understanding of how the Canadian Young Generation engages with retail firms' websites. The research model for this study is an adaptation of the UTAUT2 paradigm. It reaffirms the literature review's usage of the modified UTAUT2 model to describe this research. This research aims to fill a need in the existing knowledge about the Canadian Young Generation's use of retail firms' websites. It is critical that additional steps to protect security and privacy, as well as to create trust, be implemented to improve the Young Generation's confidence in the retail websites of small Canadian firms. Internet costs remain high in Canada, and it is proposed that the Canadian federal government provide additional licenses to Internet Service Providers (ISPs) in order to increase competition among ISPs and therefore decrease Internet charges.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".