A DIALECTICAL CONSTRUCTIVIST VIEW OF THE CREATION OF PERSONAL MEANING
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
A dialectical constructivist approach, based on a theory of constructive operators (TCO), is presented. This theory explains human psychological functioning as produced by dynamic syntheses of a variety of schemes, the "software," and mental "hardware" operators. In this model the activity of the subject is captured by means of such mental operations as allocation of attention to, or interruption of the application of schemes, as well as by executive processing. These all influence the probability of certain schemes being activated and synthesized in a field of internal complexity. Using this theory as a base, the process of meaning construction in therapy is described as a dialectical synthesis between two major types of processing, conceptual and experiential. These act together to constantly generate explanations of experience. Three important moments in the construction process, emotional arousal, symbolization, and reflection are discussed. Finally a therapy transcript is analyzed in terms of the TCO to illustrate the dynamic syntheses and mental operations involved in generating meaning in therapy.
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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 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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