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The Development of Knowing

2010· other· en· W2152715990 on OpenAlexaff
Michael J. Chandler, Susan Birch

Bibliographic record

Venuenot available
Typeother
Languageen
FieldPsychology
TopicChild and Animal Learning Development
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsDeceptionPsychologySuspectEntitlement (fair division)LyingEpistemologySocial psychologyComputer scienceMedicine

Abstract

fetched live from OpenAlex

This chapter is about “knowing” or, more specifically, about knowing about knowledge and beliefs and how such beliefs about beliefs develop across the life span. The chapter is divided into four parts. In Part One, we work to make clear what is ordinarily intended by talk of children's so-called developing theories of mind, discussing, along the way, key research findings meant to give legitimacy to such talk. In Part Two we explore various claims and lines of evidence concerning children younger than the celebrated “watershed age” of three-and-a-half or four; all in an effort to examine what we take to be the suspect claim that infants and toddlers are bereft of anything that would qualify as a working understanding of their own and others' mental lives. Here, research on deception, lying, pretence, and various referential actions are reviewed. In Part Three, we examine what has been said to happen in the development of belief entitlement in the early school years and beyond. Because such accomplishments concern events unfolding across the remaining nine-tenths of the life span, this section is subdivided into two parts: Part IIIA, concerned with research involving middle school children, with a special focus on what has been termed their interpretive theories of mind; and Part IIIB, in which key research on epistemic development in adolescence and adulthood is summarized. In a final Conclusion section (Part IV), we identify developmental threads that appear to run through the whole of this fractured literature that with further investigation might contribute to an eventual full life-span account of the development of beliefs about beliefs.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.252
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0240.001

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 head0.015
GPT teacher head0.290
Teacher spread0.275 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations5
Published2010
Admission routes1
Has abstractyes

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