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Record W3143817262 · doi:10.29173/iasl7989

The Book Loving Atmosphere from the Campus — from Class Study Group to Parent Study Group

2021· article· en· W3143817262 on OpenAlexvenueno aff
Shu-man Pan

Bibliographic record

VenueIASL Annual Conference Proceedings · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Critical Thinking Development
Canadian institutionsnot available
Fundersnot available
KeywordsReading (process)Class (philosophy)MulticulturalismPublicationAtmosphere (unit)Order (exchange)Mathematics educationPedagogyPsychologyPublic relationsSociologyComputer sciencePolitical scienceLawBusiness

Abstract

fetched live from OpenAlex

In order to build a book loving campus, National Feng Yuan Senior High School has organized many reading programs. In these programs, we divide teachers, students and their parents into several study groups. After numerous meetings, it is found that with well-planned guidance, these reading programs help them not only actively to participate in group discussion and exchange ideas but also to broaden their horizons and develop multiculturalism. This paper intends to share our experience and strategies in the implementation of the whole reading programs. The first section is a detailed introduction to the procedures of the reading programs, including how to organize study groups, train the study group leaders, help students make reports and performances, hold contests and publish students' results. In the second section, the actual operation of parent study group is described. At the end, we examine all the achievements from these activities, and make some recommendations. In addition, we are firmly convinced that schools, families, and the society are an undivided union. If we can incorporate community resources into reading programs, we can surely create a well-structured and comfortable reading environment. We provide this experience of building a book loving campus to the public, and sincerely hope to eliminate the stereotyped image of reading and make vivid and interesting reading experiences blended into daily lives that everyone can enjoy.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.124
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0020.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.032
GPT teacher head0.318
Teacher spread0.286 · 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 teacher head, not a consensus.

Study designQualitative
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".

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Citations0
Published2021
Admission routes1
Has abstractyes

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