Judicial Independence and Reformation of the Collegium System: Evaluating the Njac Judgement and Foreign Judicial Appointment Systems
Bibliographic record
Abstract
The National Judicial Appointments Commission, introduced by the 99th constitutional amendment, was struck down by the Supreme Court of India while the collegium system was upheld. The basic structure doctrine of the independence of the judiciary was contested to be violated by the amendment, and the striking down of the amendment ensured that judicial supremacy was protected. Yet, India is the only country where the spirit of democracy is of utmost importance. Still, the judges are appointed by fellow judges in the current practice of the collegium system. In this research article, the researcher will evaluate the dissenting view of Justice Chelameswar in the NJAC judgement and tackle the issue of the need for reformation of the collegium system to make it more transparent and democratic. The article will also deal with a comparative analysis of the Indian judicial appointment setup and the setup of judicial appointments in foreign countries like the USA, UK, France, Australia and Canada to formulate recommendations for reformation in the Indian setup.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.032 | 0.060 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.012 | 0.021 |
| Scholarly communication | 0.017 | 0.004 |
| Open science | 0.002 | 0.006 |
| Research integrity | 0.003 | 0.008 |
| Insufficient payload (model declined to judge) | 0.003 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".