Counselor Preparation
Bibliographic record
Abstract
Supported and co-published by the National Board for Certified Counselors (NBCC), Counselor Preparation is the only all-inclusive, long-term national study of counselor preparation programs. It is an outstanding reference for faculty, administrators, students, and practitioners alike, offering comparative data for administrative decisions and a comprehensive resource for students who want to know more about an institution’s ability to meet their personal requirements, academic needs and career goals. Detailed information on over 300 individual graduate institutions across the United States Listings within each institution that total over 500 different master’s degree offerings Faculty and department demographics, including percentages of faculty who are active practitioners and National Certified Counselors (NCCs) Unique department features, degree requirements, program sizes, and graduate placement A special tribute to CACREP, celebrating 25 years of contributions to the field A new section on International Program Data, with information gathered from programs in New Zealand, Mexico, Argentina, Romania, Malaysia, the Republic of Korea, Germany, Australia, Canada, and the United Kingdom In addition to program information, the authors have included statistical interpretations on entry level programs (master’s and specialists) and doctoral level counselor preparation programs. The authors also interpret the current status and probable trends of preparation programs within each counseling specialty, and include courses to be added or dropped and other anticipated changes within departments. This book is an outstanding resource for faculty, administrators, students, and practitioners. It is now considered a classic reference for the counseling profession, containing vital information for counselor educators and students.
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.
How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.035 | 0.012 |
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; both teacher heads agree on what is shown here.
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".