MétaCan
Menu
Back to cohort
Record W3126372253 · doi:10.7764/r.473.9

Derecho y Ciencia: La racionalidad científica como fundamento de la decisión judicial en el ordenamiento jurídico colombiano

2021· article· es· W3126372253 on OpenAlexaff
Olga Carolina Cárdenas Gómez, Milton César Jiménez Ramírez

Bibliographic record

VenueRevista Chilena de Derecho · 2021
Typearticle
Languagees
FieldSocial Sciences
TopicLegal processes and jurisprudence
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPhilosophyPolitical science

Abstract

fetched live from OpenAlex

El objetivo de este artículo es describir el rol atribuido a la ciencia en la toma de decisiones judiciales en el ordenamiento jurídico colombiano. El aborda las funciones que está llamado a jugar el conocimiento científico en la toma de decisiones, con el fin de iden-tificar la relación entre el derecho y la ciencia. Posteriormente, explica por qué el derecho ha perdido autonomía frente a la ciencia. Finalmente, analiza cómo la relación entre ciencia y derecho ha caído en el determinismo biológico en materia de pruebas de ADN. Por último, se ofrecerán las conclusiones sobre la necesidad de fomentar un reconocimiento de la racio-nalidad jurídica y las acciones para un trabajo con las ciencias.

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 imitation

Not 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.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.900
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.003
Science and technology studies0.0020.001
Scholarly communication0.0040.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.009
GPT teacher head0.352
Teacher spread0.343 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueRevista Chilena de DerechoSame topicLegal processes and jurisprudenceFrench-language works237,207