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
This essay challenges the most basic tenet of Jung's analytical psychology, namely, the existence of the collective unconscious. Despite the fact that there are purported to be universal processes and ontological features of mind throughout all psychoanalytical schools of thought, Jung's is unique in the history of psychoanalytic ideas for positing a supraordinate, autonomous transpersonal psyche that remains the source, ground, and wellspring from which all unconscious and conscious manifestations derive. This bold claim is analyzed through a close inspection of Jung's texts that questions the philosophical justification for postulating a supernatural macroanthropos or reified collective mind. Pointing out the problems of agency and fallacies of hypostatization, it is not necessary to evoke a transpersonal cosmogony to explain how universality suffuses individual subjectivity within social collectives. Here we may conclude that the collective unconscious construct is a signifier for the common psychological dynamics and characteristics of shared humanity. In this sense, the myth of the collective unconscious is better understood as a metaphor for a higher abstraction or ideal principle ordained with numinous value.
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 | 0.001 | 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 | 0.002 | 0.012 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it