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Record W7070903448

A Review of Findings from the\n“Gender and Aggression Project”\nInforming Juvenile Justice Policy\nand Practice Through\nGender-Sensitive Research

2010· article· en· W7070903448 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

VenueInsecta mundi · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsEconomic JusticeAggressionJuvenileJuvenile delinquencyPopulationPoison controlNormativeSuicide prevention
DOInot available

Abstract

fetched live from OpenAlex

Adolescent girls comprise nearly a third of juvenile arrests, and rates of incarceration among young females have been rising rapidly. Yet, young women continue to be a neglected population in juvenile justice research and service delivery. This special issue is devoted to describing the critical issues that arise when young women come into contact with the juvenile justice system. Over the last decade, our research team has been working together to better understand the lives of justice-involved youth. To this end, we have conducted a multisite longitudinal study that has followed adolescents as they have moved through the juvenile justice system, with our most recent wave of assessments occurring as these young people made the transition back into their communities and into young adulthood. This special issue represents a collection of key findings from the Gender and Aggression Project, with a special emphasis on pathways that young women follow both into and out of the juvenile justice system.\nThe Gender and Aggression Project (GAP) involved a partnership of researchers from across diverse disciplines who came together to build a common research instrument that could be used within both normative and high-risk populations. The findings reviewed in this special issue are derived from two longitudinal studies that used this common assessment instrument to assess the profiles, risk factors, and outcomes of justice-involved youth in the United States and Canada. Study One, the Gender and Aggression Project— Virginia Site, recruited an entire population of females sentenced to secure custody during a 14-month period in a large southeastern state (93% of all admissions). Participants included 141 adolescent females who were, on average, 16 to 17 years of age at the time of the first assessment. The sample was racially/ethnically diverse, with 50.0% self-identifying as African-American, 2.2% as Native American, 1.4% as Hispanic and 8.0% as “Other”: the remaining 38.4% identified as Caucasian. Following their sentencing, each participant underwent a 30-day assessment, which included psychological and educational testing, in addition to a full medical examination completed by a physician. Each participant also completed approximately 6-8 hours of individual assessments, including semi-structured clinical interviews, computerized diagnostic assessments, and a self-report protocol. Approximately two years after the initial interview, 78.5% (N=102) of eligible study members who had been released into the community for at least six months completed a 2-3 hour in-person assessment focused on reentry into the community and on mental and physical health functioning. The third wave of in-person assessments has just been completed with 120 of the study members being followed into young adulthood. To our knowledge, this is one of the largest in-depth studies of girls who have reached the deep-end of the juvenile justice system for which there is now longitudinal assessments available.

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)0.003
metaresearch head score (Gemma)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.439
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.011
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.136
GPT teacher head0.469
Teacher spread0.333 · 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