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Record W4280602777 · doi:10.34010/common.v5i2.3169

PENGARUH PENGGUNAAN PONSEL TERHADAP PERUBAHAN SIKAP PADA REMAJA

2022· article· en· W4280602777 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJurnal Common · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicSMEs Development and Digital Marketing
Canadian institutionsEncana (Canada)
Fundersnot available
KeywordsHumanitiesPhysicsArt

Abstract

fetched live from OpenAlex

This research is motivated by information and communication technology that has increasingly advanced and developed rapidly in the era of digitalization. One part of information technology is communication technology. The most widely used communication technology is nothing but a cell phone. As advances in increasingly sophisticated technology, information technology has become one of the needs and even demands for rapid exchange of information. Sophisticated technology in this era certainly provides a lot of convenience and flexibility as in doing the things we used to do in everyday life in the real world, now we can do it on our cellphones with features that are no less sophisticated and very easy to we use it. However, although there are many positive aspects that we can take from the advancement of technology in the current era, of course there are also many negative sides or deficiencies of sophisticated technological advancements. One example is with the advance of highly sophisticated communication technology, this makes face-to-face communication decline because everything can be accessed through our respective cellphones. Most mobile phone users are none other than teenagers. According to Indonesiana, cell phones have become a multi-functional tool and are also used as one of their daily needs, in addition to being a communication medium, cellphones are also used as a tool to capture moments, be entertainment (play games), be a social media facility, be a source of information, and others.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.747
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.029
GPT teacher head0.290
Teacher spread0.262 · 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