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Georgia Institute of Technology

Georgia Institute of Technology's course descriptions average 62.4 on the 100-to-0 ruler: clearly left of center. Across all 100 schools, the average is 67.5, so Georgia Institute of Technology reads 5.1 points further right.

Liberal (100)center (50)Conservative (0)
Georgia Institute of Technology: 62.4 (likely range 59.6 to 65.3) All 100 schools: 67.5 each other school in the comparison

Where its courses fall

0%Far left92–100
0%Left75–91
78%Center-left59–74
22%Center42–58
0%Center-right26–41
0%Right9–25
0%Far right0–8
9 plotted courses (the ones with a political framing). 100 = far left, 50 = the average American, 0 = far right.

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Underlined: words the model quoted from the description when we asked it, after scoring, to explain its score.

Furthest left

LMC 3456 · Technoculture72

English & Comparative Literature

Grounded in a critical race and cultural theoretic framework, the course explores systems and practices of scientific inquiry as mediated by Whiteness, imperialism, and modernity.

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HTS 6119 · Race and Ethnicity65

Sociology

Examines the structural impact of racism and ethnic discrimination on American society, and the controversies over racial and ethnic identity. Credit not allowed for both HTS 6119 and HTS 6108.

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HTS 3026 · Sociology of Race and Ethnicity63

Sociology

Nature and significance of dominant/minority relations, including legacies of colonialism and slavery, roots of residential segregation, and effects of race on American politics.

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Furthest right

None. Georgia Institute of Technology has 9 left-framed courses and not one right-framed course.

Why this number, in plain words

Political lean of course descriptions. Average Framing score (0 = far right, 50 = center, 100 = far left) of the scored courses in the group.

50 is the survey-anchored center of US adults on each issue (the "moderate" place of the ANES/GSS/PRRI seven-label ruler), not the cohort midpoint; scores above 50 read leftward, below 50 rightward.

Counted: courses with a Framing score (categories L/R/B/C). The likely range (95% interval) is 59.6 to 65.3; a comparison whose range overlaps this one is not a reliable difference.

  • Only 9 of Georgia Institute of Technology's descriptions carried a scorable lean, so this average and its rank are rough; the interval is the honest range.
  • Most course descriptions carry no political lean at all and are not in this average; the "share described from the left" view counts them.
  • Readings are of catalog description text, not of teaching, syllabi or individual professors.
Georgia Institute of Technology by department (share of courses described from the left)
DepartmentLeft-framed shareCourses
Sociology3.8%133view
English & Comparative Literature1.4%139view
Economics1.0%96view
Political Science0.4%229view
History0%2view
Philosophy0%23view
Psychology0%97view

Lean (mean Framing score) is not published per department within a school; only the left-framed share is. Department rows carry no interval.

Details: exact rows, definitions and method
NameMetricValue95% intervalnscored
Georgia Institute of Technologymean_bias_score62.459.6 – 65.37199
All 100 schoolsmean_bias_score67.567.4 – 67.7124,29010,124
Formula
SUM(bias_score) / COUNT(bias_score)
Interval
normal approximation: mean +/- 1.96 * sd / sqrt(n), sample sd (n-1); undefined when n < 2
Model / prompt / snapshot
gpt-5.6-sol · r12 (2026-10-16-le49-r12) · 6df50b10
Metric caveats
Scored courses only (L/R/B/C); N and I carry no score and are excluded, so n here is smaller than the group's course count. Scores are model readings of catalog description text against a fixed anchored definition, not teaching or syllabi. The interval covers sampling noise in the mean only; it does not represent model reading error. Every value carries a `method` label: exact_rows or histogram_midpoint.

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