Replaying the Past: Roles for Emotion in Judicial Invocations of Legislative History, and Precedent
Bibliographic record
Abstract
Legal reasoning in the common law tradition requires judges to draw on concepts, and examples that are meant to resonate with a particular emotional import and operate in judicial reasoning as though they do. Judicial applications of constitutional rights are regularly interpreted by reference to past violations (either through precedent, contextual framings, and/or legislative history), which in turn elicit a series of emotions which work to deepen and intensify judicial understandings of a right guarantee (freedom of association, freedom of expression, equality, security of the person, etc.). This paper examines the way in which invocations of past political histories, and rights abuses (however ill or well-defined), work to conjure up a set of service emotions (emotions which work to establish a particular frame of mind), which guide judicial applications of doctrine in cases concerning an alleged violation of a constitutional right. El razonamiento jurídico en la tradición de derecho consuetudinario exige que los jueces partan de conceptos y de ejemplos que se supone se hacen eco de un significado emocional concreto y que, en el razonamiento judicial, operan como si de hecho así fuera. La aplicación judicial de derechos constitucionales se interpreta generalmente por medio de referencias a delitos anteriores (a través de encuadres contextuales precedentes o bien a través de la historia legislativa), lo que, a su vez, invoca una serie de emociones que profundizan e intensifican la interpretación judicial de una garantía jurídica (libertad de asociación, libertad de expresión, igualdad, seguridad de la persona, etc.). Este artículo analiza la forma en que las invocaciones a la historia política o a abusos de derechos (por mal o bien definidos que estén) sirven para formar un conjunto de emociones de servicio (que sirven para establecer un estado de ánimo concreto), que guían la aplicación judicial de la doctrina en casos de presuntas violaciones de derechos constitucionales.
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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 | 0.004 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.014 |
| Scholarly communication | 0.009 | 0.010 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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".