カナダの大学における学生支援の展開とその特徴 : CACUSS（Canadian Association of College and University Student Services） の取り組みに注目して
Bibliographic record
Abstract
This paper examines the development and characteristics of student affairs services in Canadian universities. Compared to our understanding of student affairs services in the United States context, no previous research has focused specifically on student affairs services in Canada, and the professional organization of these services and related activities have never undergone basic analysis. Thus, this paper is based on newly identified primary evidence acquired by the author from the CACUSS Office Secretariat in Canada, the analysis of which leads to the following conclusions. First, after I provide an overview of the history of the organization, I analyze two CACUSS primary documents: “The Mission of Student Services” (1989) and “CACUSS Student Affairs and Services Competency Model English” (2016). Second, I consider the creation process of “CACUSS Student Affairs and Services Competency Model English” (2016). Notably, the CACUSS refer to student affairs services documents published by American professional organizations (e.g. ACPA, NASPA, and ACUHO-I). In light of these results, the basic viewpoints of student affairs services in the Canadian context are shown.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.004 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 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".