MétaCan
Menu
Back to cohort
Record W4410063953 · doi:10.61116/jiim.v2i4.483

KESULITAN UMUM DAN STRATEGI PEMBELAJARAN FISIKA PADA SISWA SEKOLAH MENENGAH PERTAMA

2024· article· id· W4410063953 on OpenAlexaff
LAILA MAGFIRAH

Bibliographic record

VenueJurnal Ilmiah IPA dan Matematika (JIIM) · 2024
Typearticle
Languageid
FieldSocial Sciences
TopicEducational Methods and Outcomes
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsPsychology

Abstract

fetched live from OpenAlex

Penelitian tinjauan literatur ini bertujuan untuk mengidentifikasi kesulitan-kesulitan umum yang dihadapi siswa Sekolah Menengah Pertama (SMP) dalam mempelajari fisika serta mengeksplorasi berbagai strategi pembelajaran yang efektif untuk mengatasi kesulitan tersebut. Fisika, sebagai salah satu cabang ilmu sains, seringkali dianggap abstrak dan konseptual, yang dapat menimbulkan tantangan bagi siswa SMP yang masih berada dalam tahap perkembangan kognitif transisional. Tinjauan ini menganalisis berbagai penelitian dan literatur yang relevan untuk mengidentifikasi konsep-konsep fisika yang secara konsisten dianggap sulit oleh siswa SMP, faktor-faktor penyebab kesulitan tersebut (seperti miskonsepsi, kurangnya pemahaman matematis, dan kurangnya keterkaitan dengan pengalaman sehari-hari), serta dampak kesulitan ini terhadap minat dan hasil belajar siswa. Lebih lanjut, penelitian ini juga mengkaji berbagai strategi pembelajaran inovatif dan berbasis bukti yang telah terbukti efektif dalam meningkatkan pemahaman fisika siswa SMP, termasuk penggunaan model visual, eksperimen langsung, analogi, pembelajaran berbasis inkuiri, dan pemanfaatan teknologi. Hasil tinjauan literatur ini diharapkan dapat memberikan wawasan yang komprehensif bagi para pendidik, pengembang kurikulum, dan peneliti pendidikan fisika dalam merancang dan mengimplementasikan pendekatan pembelajaran yang lebih efektif dan menarik bagi siswa SMP, sehingga dapat mengurangi kesulitan belajar fisika dan meningkatkan pemahaman konseptual mereka.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.031
Threshold uncertainty score0.105

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0040.002
Scholarly communication0.0080.005
Open science0.0010.004
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0310.006

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 head0.049
GPT teacher head0.374
Teacher spread0.325 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueJurnal Ilmiah IPA dan Matematika (JIIM)Same topicEducational Methods and OutcomesFrench-language works237,207