Becoming an invitational leader: a new approach to professional and personal success
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
Invitational Leadership is a fresh and innovative model based on a single theoretical framework. The model shifts from emphasizing control and dominance to one that focuses on connectedness, cooperation, and communication. Based on sound philosophical and psychological assumptions, Invitational Leadership has been tested and successfully applied by leaders in numerous fields, including administration, business, nursing, dentistry, counseling, and other professions. Invitational Leadership is the basis for the International Alliance for Invitational Education, a network of over a thousand professionals from all 50 states as well as Great Britain, Canada, China, South Africa, and countries throughout Central and South America. William Purkey and Betty Siegel have written much more than a guidebook to becoming a healthier and more effective leader; they proffer a radically profound, compelling argument that it is time for people in positions of authority to forge a new kind of relationship with others based on dialogue, respect, and collaboration. This insightful work is long overdue in an age of might makes right," and contains great wisdom in promoting solid values found in various democratic and spiritual organizations. Supervisors and coaches, CEO's and shop stewards, managers and parents anyone and everyone who deals with others, take notice. This is a truly inspirational book in its invitation for all people to join together in a shared vision of promise and greatness.
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) | 0.026 | 0.003 |
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