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Record W4205884270 · doi:10.31219/osf.io/3wuvy

Analisis Video Comments to Followers Ratio Instagram Pada 6 Artis Indonesia dengan Followers Instagram Terbanyak

2022· preprint· en· W4205884270 on OpenAlex
I Gede Jaya Pratama

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

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicEducational Methods and Impacts
Canadian institutionsOkanagan College
Fundersnot available
KeywordsPopularitySocial mediaIndonesianAdvertisingSociologyArtPsychologyMedia studiesComputer scienceWorld Wide WebSocial psychologyBusinessPhilosophy

Abstract

fetched live from OpenAlex

Instagram is one of the social media that was founded by Burn Inc in 2010. Instagram allows its users to share our everyday photos and videos and can create videos, music, filters with user creativity. In Indonesia, the number of Instagram users is more than 300 million active users. make Instagram has many fans because of its features. There are many Instagram enthusiast platforms that make people develop creativity and popularity today, such as 6 Indonesian Artists with the most Instagram Followers, including: Gisella Anastasia, Laudya Cintya Bella, Syahrini, Prilly Latuconsina, Ayu Ting Ting, and Raffi Ahmad and Nagita Slavina . The purpose of this study is to calculate the performance of the Instagram account of 6 artists with the most followers in Indonesia. The method used in this study is quantitative exploratory, from the results of this study it can be shown that 6 Indonesian Artists with the most Followers with Video Comments to Followers Ratio Analysis prove the highest by Prilly Latuconsina with a value of 0.00002181.

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science 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 score0.401
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.001
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 head0.060
GPT teacher head0.406
Teacher spread0.347 · 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

Quick stats

Citations0
Published2022
Admission routes1
Has abstractyes

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