Philosopher‐King or Polarizing Politician? A Personality Profile of Barack Obama
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
Although U.S. President Barack Obama received extensive media coverage during the 2008 U.S. presidential campaign and later during the first two years of his presidency, many people still perceive him as elusive, or even contradictory. Using biographical facts and objective at‐a‐distance measures, this article presents a personality profile of Obama. The profile is organized around a fourfold conception of personality. Personality can be understood as the residue of past and present social contexts and is publicly visible as traits or consistencies of style. Internal beliefs, values, and other cognitions , as well as implicit motives , can only be indirectly observed and so are measured through content analysis. The resulting profile is used to explain some outcomes, as well as paradoxes and puzzles of Obama's performance as president. It also suggests predictions about the future course of his presidency.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.017 | 0.001 |
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