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Record W7100169305

Year Colleges

2016· article· en· W7100169305 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumCore competencyConsistency (knowledge bases)Curriculum developmentSocial workInclusion (mineral)Service (business)Delphi methodProgram evaluation
DOInot available

Abstract

fetched live from OpenAlex

This report discusses the development of a core curriculum for caregiver and social service training programs at Fraser Valley College in British Columbia (Canada). It outlines the goals of the project, which included responsiveness to student and employer needs, quality and consistency of instructional programs, and maximum transferability between colleges and universities. The report then reviews the development of core curriculums at other institutions and in other disciplines, as well as in the health and social services field. It discusses the development of coring models and a list of 115 core competencies for students preparing to be child and youth caretakers, social service workers, community support workers, community care assistants, early childhood educators, and special education teacher assistants. A total of 66 educators at colleges and universities in British Columbia with at least one such program were surveyed concerning the list of core competencies. The survey identified a large number of competencies about which there was broad agreement for inclusion in a core curriculum. The report concludes by discussing the next steps in the development of the core curriculum. Two appendixes list the core competenc..ies steering committee members, survey respondents, and the core competencies. (Contains 42 references.) (MDM) Ic Reproductions supplied by EDRS are the best that can be made from the original document.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.222
Threshold uncertainty score0.317

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0040.001
Scholarly communication0.0050.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.7780.558

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 head0.040
GPT teacher head0.386
Teacher spread0.345 · 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; the direct Gemma label and the distilled Codex classifier 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

Citations0
Published2016
Admission routes1
Has abstractyes

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