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Record W7117654404 · doi:10.65474/fdrwgn62

Peningkatan Kompetensi Siswa SMP Perguruan Islam Ar-Risalah dalam rangka Persiapan Menghadapi Olimpiade Sains Nasional (OSN) di Bidang IPA Khususnya Fisika

2023· article· W7117654404 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueJurnal Transformasi Pendidikan Indonesia · 2023
Typearticle
Language
FieldSocial Sciences
TopicEducational Methods and Outcomes
Canadian institutionsnot available
Fundersnot available
KeywordsOlympiadCompetition (biology)Selection (genetic algorithm)Graduation (instrument)Academic yearQuarter (Canadian coin)

Abstract

fetched live from OpenAlex

The National Science Olympiad (OSN) is a competition event in the field of science for students at elementary, middle and high school levels in Indonesia. Students who take part in OSN are students who have passed district and provincial level selection, so they are the best students from their respective provinces. One indicator of the success of the learning process at school is student success in academic competitions such as OSN. The 2023 OSN will be held in August in the city of Bogor, West Java Province. Before going to OSN, students undergo school level selection (OSN-S) in February, district/city level selection (OSN-K) is held in April, Provincial level selection (OSN-P) is held in June. Considering that this prestigious competency is routinely carried out every year and selection is carried out at the beginning of every year, it is therefore necessary for schools to prepare their best students continuously and sustainably. This OSN is one part of a series of selections to get the best students from all over Indonesia who will be further guided by their respective competition teams and will be included in international level Olympiads. OSN is a never-ending process. Students and all educational stakeholders involved in it take turns carrying out productive work. Starting from selecting prospective OSN participants, imparting knowledge, maintaining and developing mastery of knowledge, to reaping the rewards as a young scientist. For teachers, as direct supervisors at the school level, this OSN competition is clearly a challenge in itself. Although it must be admitted that the weight of the material and the quality of questions at the level of Olympic questions are relatively much more difficult than the material usually taught in schools. It is even said that the majority of resources in schools are not yet able to handle it. Apart from that, the school's references and financial support for its development are not yet available adequately. This is actually the main obstacle for most schools to play an active role in preparing their students to take part in OSN competitions. Based on experience in the field, so far West Sumatra is only represented by a few schools. Therefore, the Adzkia Physics Education Study Program was called upon to overcome this problem by carrying out training to increase the competency of junior high school students at the Ar-Risale Islamic College in Padang in preparing students for OSN in the field of science (physics). This service is carried out by delivering material equipped with modules and discussion of National Science Olympiad questions. This service is expected to produce articles published in journals and print/online media. Keywords: Physics, Training, National Science Olympiad, OSN, Science, SMP/MTs

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)0.006
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.369
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0020.004
Science and technology studies0.0060.002
Scholarly communication0.0010.003
Open science0.0030.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0020.001

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 head0.046
GPT teacher head0.347
Teacher spread0.300 · 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