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Maritime History and Culture in Indonesia: Implementation in Social Studies Learning

2023· article· en· W4390057199 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

VenueEncounters in Theory and History of Education · 2023
Typearticle
Languageen
FieldEnvironmental Science
TopicCoastal Management and Development
Canadian institutionsnot available
FundersUniversitas Pendidikan Indonesia
KeywordsSustainabilityArchipelagic stateSustainable developmentGeographyCultural heritageChinaPolitical scienceEconomyEcologyArchaeology

Abstract

fetched live from OpenAlex

This research explores the integration of Indonesia's maritime history and culture into Social Studies education. Indonesia, as the world's largest archipelagic nation, possesses a rich maritime heritage and diverse culture that significantly shape national identity and promote sustainable economic development. The study delves into Indonesia's historical maritime background, including its pivotal role in global trade routes and cultural development. It encompasses maritime kingdoms like Srivijaya, Majapahit, and Makassar as well as the influences of China, India, and the Arab world on maritime culture and trade. The article highlights Indonesia's maritime cultural traditions, fostering appreciation for cultural diversity, environmental sustainability, and responsible attitudes towards marine resources. Various methods, including field research, multimedia resources, and interdisciplinary collaborations, can be employed to implement Indonesia's maritime history and culture into IPS education. This integration enables students to develop a holistic understanding of society, economy, and marine environments. By incorporating Indonesia's maritime heritage, students gain an understanding of marine conservation and sustainable economies, while embracing local wisdom applicable to their daily lives. Ultimately, this implementation fosters a generation that values marine environments, respects cultural diversity, and contributes to sustainable development, providing a solid foundation for understanding history, culture, and the significance of maritime affairs in Indonesia. Keywords: maritime history, maritime culture, social studies, sustainability

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.317
Threshold uncertainty score0.387

Codex and Gemma teacher scores by category

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

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 head0.013
GPT teacher head0.283
Teacher spread0.270 · 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