Special Issue Editorial: Cultural Adaption of Psychological Interventions
Bibliographic record
Abstract
Special Issue Editorial: Cultural Adaption of Psychological Interventions Authors Eva Heim Institute of Psychology, University of Lausanne, Lausanne, Switzerland; Department of Psychology, University of Zürich, Zürich, Switzerland Cornelia Weise Division of Clinical Psychology and Psychotherapy, Department of Psychology, Philipps-University of Marburg, Marburg, Germany Abstract No abstract available. Most read articles by the same author(s) Eva Heim, Ricarda Mewes, Jinane Abi Ramia, Heide Glaesmer, Brian Hall, Melissa Harper Shehadeh, Burçin Ünlü, Schahryar Kananian, Brandon A. Kohrt, Franziska Lechner-Meichsner, Annett Lotzin, Marie Rose Moro, Rahmeth Radjack, Alicia Salamanca-Sanabria, Daisy R. Singla, Annabelle Starck, Gesine Sturm, Wietse Tol, Cornelia Weise, Christine Knaevelsrud, Reporting Cultural Adaptation in Psychological Trials – The RECAPT criteria , Clinical Psychology in Europe: Vol. 3 (2021): Special Issue: Cultural Adaptation of Psychological Interventions Eva Heim, Christine Knaevelsrud, Standardised Research Methods and Documentation in Cultural Adaptation: The Need, the Potential and Future Steps , Clinical Psychology in Europe: Vol. 3 (2021): Special Issue: Cultural Adaptation of Psychological Interventions Winfried Rief, Cornelia Weise, Make a Wish – What Are the Wishes for Clinical Psychology and Psychological Treatment? , Clinical Psychology in Europe: Vol. 3 No. 4 (2021) Winfried Rief, Melina Kopp, Roya Awarzamani, Cornelia Weise, Selected Trends in Psychotherapy Research: An Index Analysis of RCTs , Clinical Psychology in Europe: Vol. 4 No. 2 (2022) PDF HTML XML Article info Impact Citations How to Cite License Published at 23. November 2021 https://doi.org/10.32872/cpe.7627 Issue: Vol. 3 (2021): Special Issue: Cultural Adaptation of Psychological Interventions Section: Editorial Share: Z Heim, E., & Weise, C. (2021). Special Issue Editorial: Cultural Adaption of Psychological Interventions. Clinical Psychology in Europe, 3, 1-5. https://doi.org/10.32872/cpe.7627 More Citation Formats ACM ACS APA ABNT Chicago Harvard IEEE MLA Turabian Vancouver Download Citation Endnote/Zotero/Mendeley (RIS) BibTeX This work is licensed under a Creative Commons Attribution (CC BY) 4.0 International License. PlumX Dimensions Views: Total Abstract PDF HTML XML 482 230 195 28 29 Downloads: Download data is not yet available.
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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 | 0.009 | 0.051 |
| Meta-epidemiology (narrow) | 0.004 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.004 |
| Bibliometrics | 0.005 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.011 | 0.005 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.015 | 0.013 |
| Insufficient payload (model declined to judge) | 0.057 | 0.030 |
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".