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Record W3107826534 · doi:10.1177/0829573520977398

Contributing to an Evidence-Based Practice in Canadian School Psychology

2020· article· en· W3107826534 on OpenAlexaffabout
Steven R. Shaw

Bibliographic record

VenueCanadian Journal of School Psychology · 2020
Typearticle
Languageen
FieldPsychology
TopicEducational and Psychological Assessments
Canadian institutionsMcGill University
Fundersnot available
KeywordsSchool psychologyScholarshipPsychologyPublicationMental healthConsulting psychologyEducational psychologyMedical educationPedagogyEvidence-based practiceQuality (philosophy)Professional psychologyProfessional developmentPublic relationsApplied psychologyPolitical sciencePsychiatryClinical psychologyAlternative medicineMedicineBurnout

Abstract

fetched live from OpenAlex

The Canadian Journal of School Psychology has established itself as one of the leading scholarly journals in the profession of school psychology. In addition to promoting a Canada-wide version of professional school psychology, CJSP will continue to be an international leader for innovation and contributions to creating an evidence-based profession. CJSP will continue to publish the highest quality research and scholarship that contributes to the practice of school psychology, supports professionals working in schools and clinics, and presents new approaches to support the mental health, learning, and development of children and adolescents. The accomplishments and contents from 2020 are reviewed and a roadmap is described for the future of CJSP.

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)0.003
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.231
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0020.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0160.003

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 head0.144
GPT teacher head0.472
Teacher spread0.329 · 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; both teacher heads agree on what is shown here.

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

Citations1
Published2020
Admission routes2
Has abstractyes

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