Bibliographic record
Abstract
Abstract Notions of dialogical inquiry and of the dialogical self have become increasingly influential in contemporary psychology in response to the limitations of the traditional view of monologically encapsulated and radically disengaged consciousness. Conceptions of self and inquiry as intrinsically embedded in and constituted by our shared life with others seem to do better justice to the richly interconnected character of contemporary life. At the same time, our highly interconnected global world has also tended to foster a flattening of cultural and inter‐cultural horizons that undermines dialogical engagement in any deeply meaningful sense. What is needed is to enrich current conceptions of dialogue with an understanding of experiential and cultural depth. This paper seeks an understanding of the depth dimensions of dialogue through an engagement of dialogical self theory with Jungian dialogical thought. Critical to this engagement is to appreciate the expressive potential of Jungian dialogism beyond Jung's theoretical claims about dialogue.
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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 | 0.012 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.008 | 0.061 |
| Scholarly communication | 0.013 | 0.023 |
| Open science | 0.001 | 0.015 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.005 | 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".