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Record W2514957531 · doi:10.1093/jpepsy/jsw073

Pioneers in Pediatric Psychology: Smashing Silos and Breaking Boundaries

2016· article· en· W2514957531 on OpenAlexaff
Donald Wertlieb

Bibliographic record

VenueJournal of Pediatric Psychology · 2016
Typearticle
Languageen
FieldHealth Professions
TopicChild and Adolescent Health
Canadian institutionsEducation and Early Childhood Development
Fundersnot available
KeywordsGenerativityPediatric psychologyPsychologySociologyEngineering ethicsSocial psychologyClinical psychology

Abstract

fetched live from OpenAlex

As part of the Pioneers in Pediatric Psychology series, this article provides a brief personal account of my career as a pediatric psychologist. Educational and professional experiences often involved confrontations with silos and boundaries set by traditions limiting understanding and impact on children's healthy development. A pedigree in developmental psychology clashed with identity, guild, and loyalty dimensions of clinical psychology. A research emphasis challenged the emergent harmony of the scientist-practitioner models. The medical center and its silos collided with those of arts and sciences academia. Evolving as an applied developmental scientist specializing in pediatric psychology allowed for a gratifying and meaningful career with a range of scientific, pedagogical, and policy contributions. An abiding orientation toward human rights and social justice sustained progress and generativity.

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)0.011
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.056

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0080.024
Scholarly communication0.0080.010
Open science0.0010.008
Research integrity0.0030.016
Insufficient payload (model declined to judge)0.0030.001

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 head0.057
GPT teacher head0.439
Teacher spread0.382 · 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 designNot applicable
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

Citations4
Published2016
Admission routes1
Has abstractyes

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