Rationalizing the promotion of non‐rational behaviors in organizations
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
Contends that organizations designed according to current theories require that traits of leadership and personal responsibility be developed in employees at all levels of the organization, not just the formal leaders. Asserts that to develop these traits, organizations must strike an adequate balance between rationality/technical efficiency and non‐rational factors such as emotion. States that organizations currently operate with a facade of rationality, ignoring emotional reality. Argues that leverage for such change lies in working at team/group level meetings, changing the quality of interactions to enhance authenticity and create emotional openness. Maintains that action learning has so far proven the best vehicle for releasing emotional energy into the workplace if facilitators are utilized who can enrich the action learning process with skills drawn from disciplines such as counseling, Gestalt, psychodynamics, and psychoanalysis. Claims that familiarity with the principles of Eastern philosophies is also helpful.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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