MétaCan
Menu
Back to cohort
Record W4391259785 · doi:10.54097/fg8drh42

The Research of Virtual Reality Technology on Application and Competition

2024· article· en· W4391259785 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

VenueHighlights in Business Economics and Management · 2024
Typearticle
Languageen
FieldEngineering
TopicSimulation and Modeling Applications
Canadian institutionsThe Audio Recording Academy
Fundersnot available
KeywordsVirtual realityCompetition (biology)Computer scienceChinaCorporationMixed realityProduct (mathematics)Perspective (graphical)New product developmentTechnology developmentBusinessEngineeringMarketingHuman–computer interactionManufacturing engineeringArtificial intelligencePolitical science

Abstract

fetched live from OpenAlex

From 1929, Edwin Link created a flight simulator, to today's PICO4 virtual reality all-in-one machine. From the first attempt at virtual reality technology, to now China's domestic PICO company has developed a new VR all-in-one machine. This is undoubtedly a huge step forward. In the virtual reality technology industry, in addition to China's PICO company, the world also has Meta's brand Oculus, Valve Corporation and others leading the development of the virtual reality industry. Oculus has the largest market. Here, by comparing the development of virtual reality technology and product research and development of different companies, this paper studies the development of the virtual reality technology industry today and gives suggestions on what aspects businesses should continue to consider improving in the future. Observing the development of virtual reality technology from the perspective of a consumer not only helps other consumers better understand the advantages of virtual reality technology but also gives creators suggestions on how to satisfy consumers.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.915
Threshold uncertainty score0.142

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 head0.032
GPT teacher head0.287
Teacher spread0.255 · 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