Women in Transportation [2008]
Bibliographic record
Abstract
This article presents profiles of ten women in transportation who have used their skills in finance, construction, civic involvement, contract negotiations, planning, social activism and entrepreneurship to make significant contributions to the transit industry. The women include: 1) Linda Bohlinger, Vice President and and Director of National Management Consulting at HNTB Corp., Santa Ana, CA; 2) Flora Castillo, Member of the Board at New Jersey Transit (NJ Transit); 3) Dorothy Dugger, General Manger of San Francisco Bay Area Rapid Transit (BART); 4) Angela Iannuzziello, President of ENTRA Consultants in Toronto; 5) Carol Inge, Chief Planning Officer at Los Angeles County Metropolitan Transportation Authority; 6) Diane James, Executive Director of Women's Transportation Seminar; 7) Marcia Milton, President and CEO of First Priority Trailways, District Heights, MD; 8) Heather Rachels, Program Manager for Meetings and Conventions at American Public Transportation Association (APTA); 9) Janet Rogers, Vice President of Engineering at Stacy and Witbeck Inc., Alameda, CA; and, 10) Kim Turner, Transit Director at Torrance Transit, Torrance, CA.
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 | 0.000 | 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".