Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Research Article| January 01 2011 Is Shame All There Is? The Secret Language of Intimacy: Releasing the Hidden Power in Couple Relationships (2008), by Lee, Robert G. Leslie Greenberg Leslie Greenberg Leslie S. Greenberg, Ph.D., is Distinguished Research Professor of Psychology at York University in Toronto, Ontario. He is a founding member of the Society of the Exploration of Psychotherapy Integration (SEPI) and a past President of the Society for Psychotherapy Research (SPR). He conducts a private practice for individuals and couples and trains people in emotion–focused approaches. Search for other works by this author on: This Site Google Gestalt Review (2011) 15 (3): 287–295. https://doi.org/10.5325/gestaltreview.15.3.0287 Cite Icon Cite Share Icon Share Facebook Twitter LinkedIn MailTo Permissions Search Site Citation Leslie Greenberg; Is Shame All There Is?. Gestalt Review 1 January 2011; 15 (3): 287–295. doi: https://doi.org/10.5325/gestaltreview.15.3.0287 Download citation file: Zotero Reference Manager EasyBib Bookends Mendeley Papers EndNote RefWorks BibTex toolbar search Search Dropdown Menu toolbar search search input Search input auto suggest filter your search All Scholarly Publishing CollectivePenn State University PressGestalt Review Search Advanced Search The text of this article is only available as a PDF. Copyright © 2011 The Pennsylvania State University2011The Pennsylvania State University Article PDF first page preview Close Modal You do not currently have access to this content.
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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.084 | 0.010 |
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 it