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Record W2470690154 · doi:10.5430/jbar.v5n2p20

Process Realization of Fractal Pattern in Computer Jacquard Knitting Fabric

2016· article· en· W2470690154 on OpenAlexvenueno aff
Lisha Lu, Xiaoxia Song

Bibliographic record

VenueJournal of Business Administration Research · 2016
Typearticle
Languageen
FieldPsychology
TopicColor perception and design
Canadian institutionsnot available
Fundersnot available
KeywordsFractalRealization (probability)Process (computing)Construct (python library)Engineering drawingDesign patternComputer scienceComputer graphics (images)MathematicsEngineeringProgramming language

Abstract

fetched live from OpenAlex

Pattern is the indispensable artistic language of knitted fabric. Knitted fabric pattern can be performed by structure and color pattern. Color pattern is jacquard. Fractal pattern is a complex and irregular graphics, and we can construct protean art designs with its unique features and obtain inspiration for knitted fabric pattern design. For current knitted fabric pattern is mainly composed by traditional pattern, the paper programs fractal pattern based on unit pictures and escaping time algorithm according to different generating principles with C++ language, then redesigns the pictures in the pattern design software of computerized flat knitting machine and weaves the fabrics with the pattern procedure. The result shows that the unit picture can be applied to knitted jacquard fabrics by rearranging and the fractal pattern based on escaping time algorithm can be applied to knitted jacquard fabrics with the form of block surface.

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 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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.774
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
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.123
GPT teacher head0.448
Teacher spread0.325 · 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 teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2016
Admission routes1
Has abstractyes

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