Le lieu d’accueil de la souffrance : seconde recherche coopérative expérientielle sur les fondements du counseling et de la psychothérapie
Bibliographic record
Abstract
This second study follows up an article published in CJCP in January 2008. Based on Experiential Cooperative Research design (Heron & Reason, 2006), it further explores the fundamentals of the helping relationship in counselling and psychotherapy, in particular a dimension perceived as spiritual or an awareness of the essence of existence. In order to better understand how a spiritual dimension can help create openness to the depths of being, the co-researchers of this reflexive framework study invited four spiritual researchers to share their individual viewpoints on spirituality. The group process and what emerged as essential from these encounters are summarized. The subject-researchers then define, describe, and substantiate seven new counselling foundations that add to those identified in the first study. A critical overview and a creative representation of their findings (Heron, in Reason, 1994) conclude the article.
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 | 0.044 | 0.056 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.007 | 0.019 |
| Scholarly communication | 0.013 | 0.011 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.006 | 0.009 |
| Insufficient payload (model declined to judge) | 0.003 | 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 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".