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Record W2281411576 · doi:10.51847/d7m4zfjt69

10.51847/D7m4zfJt69

2000· article· en· W2281411576 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueTime to knit · 2000
Typearticle
Languageen
FieldSocial Sciences
TopicHigher Education Learning Practices
Canadian institutionsnot available
Fundersnot available
KeywordsMastery learningPsychologyMedical educationNursingMathematics educationMedicine

Abstract

fetched live from OpenAlex

Introduction: Clinical education is one of the most important and crucial parts of Nursing education.Successful clinical education needs to adopt effective approaches that are based on up to date knowledge, clients' and patients' needs.Therefore, it can prepare the learners for learning.The aim of this study was to investigate the effect of model of Competency-Based Mastery learning on practical learning of nursing students.Material and methods: In a quasi-experimental study using pre-test and post-test with two group design, 28 nursing students were selected through census sampling method and placed randomly in 2 control and 2 experiment groups, each group containing 6 to 7 people.After taking the cognitive skills pre-tests, control group received traditional education and experiment group went under clinical education using Competency-Based Mastery Learning program for 12 days.As final step, the post-test cognitive skills were held and behaviors skill checklist were observed.Data was analyzed using SPSS software using Wilcoxon and Mann Whitney tests and Pearson correlation coefficient.Results: The findings showed that the participation of the Competency-Based Mastery Learning has been effective in promoting of their knowledge and skill.The mean scores of them significantly differed before and after the participating in Competency-Based Mastery Learning.and compare the clinical competency nurse training differed before and after in group of traditional education and Competency-Based Mastery Learning Group.Conclusion: Competency-Based Mastery Learning promises high level of learning for students, it seems Competency-Based Mastery Learning structured approve to maximizing opportunities for learning and professional development and clinical competency.

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.

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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.897
Threshold uncertainty score0.261

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)0.9990.995

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 head0.291
Teacher spread0.277 · 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