Darwin's Finches or Lamarck's Giraffe, Does International Relations Get Evolution Wrong?
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
Following the recent 150th anniversary of the publication of The Origin of Species, we are in the midst of a surge of Darwinian models of social change in international relations and even genetic and sociobiological analyses of politics more generally. But does being correct biologically make the Darwin/Mendel synthesis an appropriate model of change in world politics? This is an open question and one made interesting by the existence of multiple discarded models of biological evolution, most prominent among them being Lamarck's model of inheritance of acquired characteristics. So we can also ask, conversely, does being incorrect biologically disqualify a model for use in international relations? In this article, we explore this question by examining the challenges of evolutionary analysis and analyzing Lamarckian evolution side by side with Darwinian evolution. If IR is to pursue evolutionary analysis, we argue that Lamarck deserves a second look.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.031 | 0.003 |
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