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Record W4390503121 · doi:10.15388/tmp.2023.13

Terapinė jurisprudencija – kelias pasitikėjimo teise link. Mediacijos atvejis

2024· article· en· W4390503121 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueVilnius University Open Series · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean and International Law Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMediationTherapeutic jurisprudenceJurisprudenceAlternative dispute resolutionNorwegianPolitical scienceLegislationParty-directed mediationEconomic JusticeLawPsychologyPhilosophyPsychotherapist

Abstract

fetched live from OpenAlex

The article analyses the implementation of therapeutic jurisprudence in mediation. Therapeutic jurisprudence is an interdisciplinary field of study that seeks to explore how the negative effects of legislation and the application of law can be reduced and the therapeutic effects enhanced. The judicial process often exacerbates an existing conflict and intensifies the negative experiences caused by the conflict itself. Therefore, the objectives of therapeutic jurisprudence can be achieved through alternative dispute resolution methods, including mediation. The work reveals how aims and principles of mediation implement the ideas of therapeutic jurisprudence and how the use of mediation allows for the achievement of a socially beneficial goal of increasing trust in the legal system. 
 The article provides a comparative analysis of mediation in family cases in Canada and Lithuania and assesses whether the ideas of therapeutic jurisprudence are implemented in Lithuania through the institute of family dispute mediation. The comparative analysis of Lithuanian and Norwegian regulation of mediation in criminal justice shows that that the Norwegian model of victim-offender mediation can serve as a model for the realization of the goals of therapeutic jurisprudence in Lithuania.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.925
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.026
GPT teacher head0.299
Teacher spread0.272 · 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