The interlinkage between the quality of work life and one’s performance- a case study of Canadian crafts
Bibliographic record
Abstract
The economy all over the world requires a big boost so as to bring all sections of the society at least to the level of the basic minimum. An economic tool of some kind is much needed to enhance the level of employment opportunities, growth in production, and ultimately the standard of living. This should bring about more balanced and integrated parameters of the economy and the benefits evenly spread out to the weaker sections of the society. Though the various sectors of the Canadian economy deliver promising pathway for the growth and development, still the Craft/ Handicraft sector is one of the top solutions with a greater potential for achieving the above specified goal. The Canada’s handicraft/craft sector is increasingly being recognized for better grade and higher quality. The performance of individual workers, and thus the overall productivity of the craft sector organization and of all the employees working therein, is highly influenced by the parameters of the quality of their work life (QWL) and the perception of the workers about these factors. This study has considered about 88 respondents working in different units/firms involved in craft sector and tried to analyze the different variables like level and, nature of job, income level, working age in the craft sector and the perception about various parameters of QWL. This research tends to bring out a new model exclusively based on the perception of craft sector workers in British Columbia, Canada
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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 | 0.036 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| 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".