Bibliographic record
Abstract
Citation (2014), "Editorial board", Studies in Law, Politics, and Society (Studies in Law, Politics, and Society, Vol. 63), Emerald Group Publishing Limited, Bingley, pp. ix-x. https://doi.org/10.1108/S1059-4337(2014)0000063006 Publisher: Emerald Group Publishing Limited Copyright © 2014 Emerald Group Publishing Limited Gad Barzilai Political Science University of Washington, USA and Tel Aviv University, Israel Paul Berman Law George Washington University, USA Roger Cotterrell Legal TheoryQueen Mary College,University of London, UK Jennifer Culbert Political ScienceJohns Hopkins University, USA Eve Darian-Smith Global StudiesUniversity of California, Santa Barbara, USA David Delaney Law, Jurisprudence, and Social ThoughtAmherst College, USA Florence Dore EnglishUniversity of North Carolina, USA David Engel LawState University of New York at Buffalo, USA Anthony Farley LawAlbany Law School, USA David Garland LawNew York University, USA Jonathan Goldberg-Hiller Political ScienceUniversity of Hawaii, USA Laura Gomez LawUniversity of California, Los Angeles, USA Piyel Haldar LawBirkbeck College,University of London, UK Thomas Hilbink Open Society Institute, USA Desmond Manderson LawMcGill University, Canada Jennifer Mnookin LawU.C.L.A., USA Laura Beth Nielsen Research FellowAmerican Bar Foundation, USA Paul Passavant Political ScienceHobart and William Smith College, USA Susan Schmeiser LawUniversity of Connecticut, USA Jonathan Simon Jurisprudence and Social PolicyUniversity of California, Berkeley, USA Marianna Valverde CriminologyUniversity of Toronto, Canada Alison Young CriminologyUniversity of Melbourne, Australia Book Chapters Studies in law, politics, and society Studies in law, politics, and society Studies in law, politics, and society Copyright page List of contributors Editorial board Where injury or damage is feared: Peace bonds as counter-law? “Families in all their subversive variety”: ☆ Re B (2008), L’Hale: [20]. Overrepresentation, the ethnic child protection penalty, and responding to diversity while protecting children The gracious spaces of children’s law: Innocence and culpability in the construction of a children’s court The dialectics of wrongful life and wrongful birth claims in Israel: A disability critique Human rights in context: International law and spatial injustice in New Orleans, Louisiana Mitigation versus individualism: Examining judges’ capital sentencing decisions
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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 | 0.007 | 0.040 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.006 | 0.004 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.016 | 0.007 |
| Open science | 0.003 | 0.004 |
| Research integrity | 0.007 | 0.005 |
| Insufficient payload (model declined to judge) | 0.405 | 0.386 |
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; the direct Gemma label and the distilled Codex classifier 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".