Sic et Non: Three Remarks of Adam Smith to Economics of Governance
Why this work is in the frame
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Bibliographic record
Abstract
The work of Adam Smith is often interpreted as a justification of the natural order of economy, an apology which harmonizes individual and public interests. In addition to the concern for the economic system, Smith’s books comprise valuable passages in which the role of the state is explored within its both negative and positive implications. Generally, the corpus of his work includes three problem areas of fundamental importance for public economics. The first of these fields consists in the presentation of the tendency toward reciprocity as a significant trait of human behaviour. The second main topic constitutes a definition of the role of the State in economy, and it is based not only on the strictly economic assumption that the State ought to finance activities not profitable for a private person, but also on numerous exceptions. The third central issue then concerns the opportunism of individuals in its various forms. As the outlined topics are crucial for public economics, a further insight into Adam Smith’s ways of approaching them may be rewarding.
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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 | 0.001 | 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 | 0.000 |
| 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 it