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Record W2805591437 · doi:10.5539/ies.v11n6p99

Teacher Induction Program: First Experience in Turkey

2018· article· en· W2805591437 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

VenueInternational Education Studies · 2018
Typearticle
Languageen
FieldArts and Humanities
TopicEducation Practices and Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsTeacher inductionMathematics educationPsychologyTeacher educationProcess (computing)Professional developmentQuality (philosophy)Teacher preparationPedagogyComputer science

Abstract

fetched live from OpenAlex

Perspectives on beginning teachers’ possible problems and their reasons force many of the countries to develop teacher induction programs. Teacher induction programs are extensive, consistent and ongoing professional processes aiming to train, support, and protect novice teachers. In Turkey, the process of “teacher induction program” which has been initiated in 2016 is a regulation to train novice teachers for six months. The rationale of the program for the novice teachers is to have more practical experience and in turn to teach effectively in their classrooms. As each new regulation can be accompanied by some obscurities, scientific research will serve to increase the quality of the processes and practices in teacher induction programs. In this sense, the current research aims to determine the views of 357 novice teachers on the goal achievement of the teacher induction program. A questionnaire form was developed to collect the data consisting of 43 questions one of which is an open-ended question. Results suggested that preservice education and teacher induction program have similar contributions in regard to the goal achievement of the teacher induction program. Moreover, considering the process as a whole, the mentor has an important role in the development of novice teachers.

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 categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.642
Threshold uncertainty score0.998

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 communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.272
GPT teacher head0.467
Teacher spread0.195 · 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