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Record W7100608741

JOURNAL OF EARLY ADOLESCENCE / May 2002Hardy et al. / STABI ITY AND CHANGE Stability and Change in Peer Relationships During the Transition to Middle-Level School

2016· article· en· W7100608741 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

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicMedical and Agricultural Research Studies
Canadian institutionsnot available
Fundersnot available
KeywordsTransition (genetics)NOMINATEFriendshipLongitudinal studyPeer groupPeer acceptancePeer influence
DOInot available

Abstract

fetched live from OpenAlex

In this short-term longitudinal study, Canadian young adolescents ’ peer relationships were assessed as students moved fromGrade 6 in small elementary schools toGrade 7 in a middle-level school offering Grades 7 through 12. Sociometric nominations were con-ducted in May of Grade 6, monthly during the fall term, and in May of Grade 7. Peer rejection was stable; peer acceptance was less stable during the transition than subse-quently. Girls experienced greater instability in reciprocated friendships than did boys, although girls and boys had similar numbers of reciprocated friendships overall. During the fall term ofGrade 7, students lost old reciprocated friendships and formed new recip-rocated friendships with previously unfamiliar peers. Girls weremore likely than boys to nominate previously unfamiliar peers as friends. Girls from the large elementary school, as compared with other girls, established reciprocated friendships with peers who were unfamiliar from elementary school earlier in the fall term. The transition out of smaller elementary schools into larger middle-level schools is a major transition in the lives of many young people. Young adoles-cents typically make the transition out of elementary schools between the

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.184
Threshold uncertainty score0.860

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
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 head0.259
GPT teacher head0.356
Teacher spread0.097 · 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