The 'Haves' and the 'Have Nots': An Empirical Study of the Rational Actor and Party Capability Hypotheses in the High Court 1948–99
Why this work is in the frame
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Bibliographic record
Abstract
Abstract The High Court has always played an important political and social role. However, recent debate over implied rights in the Constitution has brought judicial power into focus, making it an important topic for assessment. One framework that has been used to test judicial power in Canadian, English and United States appeal courts is the notion of party capability theory. This paper analyses reported and unreported decisions of the High Court since 1948 in light of party capability theory. It attempts to identify what impact (if any) both the experience and resources of the litigants has had on which parties win and lose on appeal over an extended period. The main conclusion is that there is little evidence to support the thesis that stronger parties persistently come out ahead.
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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 | 0.005 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.014 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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