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Record W2948649006 · doi:10.34312/jjec.v1i1.2067

VALIDITAS PERANGKAT PEMBELAJARAN MATERI IKATAN KIMIA BERBASIS MODEL PEMBELAJARAN PEMAKNAAN UNTUK MELATIHKAN SENSITIVITAS MORAL SISWA SMA

2019· article· id· W2948649006 on OpenAlexaff
Alfikry Gonibala, Masrid Pikoli, Akram La Kilo

Bibliographic record

VenueJambura Journal of Educational Chemistry · 2019
Typearticle
Languageid
FieldSocial Sciences
TopicEducational Curriculum and Learning Methods
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Penelitian ini merupakan penelitian pengembangan yang bertujuan untuk menghasilkan perangkat pembelajaran materi ikatan kimia berbasis model pembelajaran pemaknaan yang valid untuk melatihkan sensitivitas moral siswa SMA. Pengembangan perangkat pembelajaran menggunakan model 4D ( Four D ). Hasil penelitian yang didapatkan, yaitu perangkat pembelajaran yang dikembangkan meliputi buku siswa, RPP, LKPD, dan angket sensitivitas moral telah memiliki validitas dengan kategori sangat valid. Hasil penelitian telah menunjukkan bahwa perangkat pembelajaran materi ikatan kimia berbasis model pembelajaran pemaknaan valid untuk melatihkan sensitivitas moral siswa SMA.

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)0.020
metaresearch head score (Gemma)0.050
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.031
Threshold uncertainty score0.105

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0200.050
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.001
Science and technology studies0.0020.004
Scholarly communication0.0060.005
Open science0.0020.005
Research integrity0.0010.004
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 head0.026
GPT teacher head0.328
Teacher spread0.302 · 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 designBench or experimental
Domainnot available
GenreMethods

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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Citations12
Published2019
Admission routes1
Has abstractyes

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