The Revised Institution: The Community College Mission at the End of the Twentieth Century
Why this work is in the frame
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Bibliographic record
Abstract
Seven urban and rural community colleges in the United States and Canada were examined using a qualitative multiple-case-study design to define changes in the colleges' institutional missions during the 1990s. Group site visits, personal interviews with administrators and faculty, and policy documents provided the data, which were analyzed using an analytical framework drawn from globalization literature. Two iterations of pattern coding and content analysis identified specific themes and patterns in documents, interviews, and observations. Observational data also provided support for emerging patterns. Although most of the interviewees perceived little change in their institutions' missions during the 1990s, the data collected indicated alterations to mission based on global economic concerns. The author summarizes the mission changes at each college and suggests that a new globally oriented vocationalism dominated the community college mission at the end of the twentieth century.
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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 | 0.008 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.018 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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