Counselling Psychology in Canada: Advancing Psychology for All <sup>1</sup>
Bibliographic record
Abstract
La psychologie du counseling au Canada est examinée à l’aide de la matrice SWOT. Quatre forces sont identifiées: l’identité, le paradigme, l’ensemble des compétences ainsi que l’éducation et la formation. Les tensions entre les trois premières forces sont aussi considérées comme des faiblesses. Les opportunités externes à la psychologie du counseling comprennent les changements de la société, la diversité sociale et la santé. Parmi les menaces auxquelles la psychologie du counseling au Canada est confrontée, sont identifiés le contexte universitaire avec les contenus de formation, la compétition avec d’autres groupes professionnels et les pressions externes visant à définir la pratique de la psychologie du counseling. L’un des objectifs pour la psychologie du counseling au Canada est de rendre la psychologie disponible à un large éventail de la population par de nombreux moyens. L’Association Internationale de Psychologie Appliquée peut travailler à accroître cette aire d’application et prendre le Canada comme modèle pour développer ce champ dans d’autres pays. Counselling psychology in Canada was examined using a SWOT analysis. Four strengths were identified: identity, paradigm, skill set, and education and training. Tensions within the first three of these strengths were also considered weaknesses. External opportunities for counselling psychology included changes in society, social diversity, and health. Among the threats to counselling psychology in Canada are the university context for training programmes, competition with other professional groups, and pressure from external influences on how to define counselling psychology practice. The vision for the future of counselling psychology in Canada is based on the principle of making psychology available to a wide range of the Canadian population through a variety of means. The International Association of Applied Psychology can work to enhance this area of professional psychology and can look to Canada for support and models in developing this field in other countries.
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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 | 0.003 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.006 |
| Science and technology studies | 0.009 | 0.002 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".