Order/Disorder Dichotomies and the Structure of Matter
Why this work is in the frame
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Bibliographic record
Abstract
Conceptions of order and disorder date back to antiquity and colour modern understanding of the universe, matter, beauty in art, and social organization. Ancient notions of order and disorder are most precisely operationalized in modern physics where they provide quantitative metrics for the structural organization of matter. Here, we argue that ancient uncertainty- and symmetry-based concepts of disorder have contemporary echoes in physics in the form of entropy and Landau theory. Though many matter systems provide examples in which these two frameworks coincide, we show that recent results in the physics of soft, colloidal matter give a growing, systematically constructed set of discordant examples. The discord between uncertainty- and symmetry-based metrics of disorder we identify in physics casts doubt on the plausibility of drawing precise order--disorder dichotomies in other areas of thought where the concepts of order and disorder have been less precisely defined.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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