Working as a Public Relations Coordinator at a Canadian exchange program provider
Bibliographic record
Abstract
This diary-model thesis discusses and deals with author’s experience and professional growth working as a Public Relations Coordinator at INTERNeX International Exchange. \n \nThe thesis starts with an introduction. The company, author’s work tasks, needed skills and work environments are described. The author has just begun working at the company’s head office which is located in Vancouver, Canada. Tasks vary from organizing events from scratch to managing company’s social media channels. \n \nAfter the introduction follows a 10-week-long diary part which took place from 11.03.2019 to 17.05.2019. The diary consists of notes from each day where the author describes the work day and possible problems that were faced. In the end of each week a deeper analysis is written to discuss the previous week and its challenges. With the help of professional literature related to the handled topics author analyses what models and theories have been used and what should be used in the future. \n \nAs a result of the thesis a Discussions and Conclusions- part is written which is the final part of the thesis. In this part the learning points and challenges from the weekly analyses of the work are described. During this process the author started to realize the importance of the public and how to use the information gotten from the customers beneficially. The author also found tools which helped surviving in the fast-paced work environment. \n \nOne challenge was the continuous self-reflection throughout writing the daily reports and weekly analyses. The author succeeded in developing her analyzing skills as the paper progressed. This paper helped the author to recognize what kind of work would be suitable for her in the future and what skills improved or need to be improved.
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 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 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.032 | 0.004 |
| Scholarly communication | 0.009 | 0.005 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.055 | 0.013 |
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".