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Record W2333213386 · doi:10.1177/1046496413506943

A Look in the Mirror

2013· article· en· W2333213386 on OpenAlexaff
Jean‐Baptiste Litrico, Jin Nam Choi

Bibliographic record

VenueSmall Group Research · 2013
Typearticle
Languageen
FieldPsychology
TopicTeam Dynamics and Performance
Canadian institutionsQueen's University
Fundersnot available
KeywordsSelf-efficacyPsychologySymbolic interactionismCongruence (geometry)Social psychologySocial cognitive theoryMultilevel modelCognitionCollective efficacy

Abstract

fetched live from OpenAlex

The present study integrates symbolic interactionism with Bandura’s social cognitive theory by conceptualizing and examining socially reflected efficacy beliefs within groups. The data collected from 128 students in 39 project teams indicate that self-constructed and reflected images of self-efficacy are empirically distinct from each other; however, such is not the case for self-constructed and reflected images of team-efficacy. Consistent with our theoretical expectations, our multilevel polynomial regression analysis revealed that members engaged more in work collaboration and less in process hindrance when they perceived congruence between self-efficacy and reflected self-efficacy, between self-efficacy and team efficacy, and between reflected self-efficacy and team efficacy. Our results suggest that self-efficacy beliefs have a socially constructed nature, thus expanding social cognitive theory.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.042
Threshold uncertainty score0.141

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.000
Science and technology studies0.0050.006
Scholarly communication0.0080.011
Open science0.0010.006
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.0420.013

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 head0.163
GPT teacher head0.425
Teacher spread0.263 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations13
Published2013
Admission routes1
Has abstractyes

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