The Leicester Student Law Review 2024. Volume 1, Issue 13.
Bibliographic record
Abstract
<h2>Table of Articles</h2> Alperen Dogan, 'Exploring the Digital Marketplace: Analysing the Influence of Online Gatekeepers on Consumer Protection and the Misuse of Dominant Positions', pp.2-15. Aparna Alingal Mohandas, 'Unveiling the Legal Dynamics: A Critical Analysis of CIF Contracts and the Significance of Retention of Title Clauses in International Sales', pp.16-22. Jack Howson, Copyright Considerations in Generative AI: Exploring the Legal and Ethical Dimensions of AI Generated Works, pp.23-26. Nana Frimpomaa Adu-Mireku, 'Unravelling the Legal Web: Zero-Hour Contract Workers Dilemma in Proving "Employee" or "Worker" Status', pp.27-30. Shristi Sapkota, 'Government Responses to Terrorism (2001-2010): The Influence of Article 5 ECHR', pp.31-35. Aparna Alingal Mohandas, 'Unravelling the Enron Scandal: Analysing Failures, Regulatory Responses, and Ongoing Lessons in 2023', pp.36-49. Nimasha Hettiarachchi, 'Beyond Profit: Unveiling the Layers of Corporate Social Responsibility-Navigating Theory, Evolution, Impact and Effectiveness', pp.49-67. Harish Vijayakumar, 'International Commercial Arbitration: Domestic Courts and Party Autonomy', pp.68-73. Mohammad Isaq, Navigating Legal Terrain: The Interplay of Human Rights and Judicial Review Law in the COVID-19 Era, pp.74-82. Brahmjot Dua, 'EU Supremacy: Conflict Between the National Courts and the Court of Justice', pp.83-88. Brahmjot Dua, 'Inequality and Colonial Legacies: A Critical Analysis of British Overseas Territories', pp.89-93. Shristi Sapkota, 'Article 3s Impact on the Expulsion of Suspected Terrorists: Analysing Othman (Abu Qatada) v UK', pp.94-98. Surya Thomas, 'The Interplay between the Use of Force in International Relations and the Inherent Right of Self-Defence', pp.99-110. Trisha Ndahiro, 'To what Extent has Societal Pressure Culture Influenced and Regulated Abortion Laws?', pp.111-114. Abigail Cass, ‘She Was Asking for it, Your Honour', pp.116-122. Winner of The Victoria Fisher Memorial Price.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 | 0.001 | 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) | 0.346 | 0.056 |
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; both teacher heads agree on what is shown here.
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".