ODTOE: Parameter Λ as a Data-Quality Metric in the Coherence Formula B(O,C)
ODTOE: Параметр Λ как метрика качества данных в формуле когерентности B(O,C)
ODTOE: Параметр Λ как метрика качества данных в формуле когерентности B(O,C)
Deepens operational structure of the fourth component Λ in B(O,C)=F^w1·E^w2·(1−σ)^w3·Λ^w4. Λ decomposed into three operational components: recency A(t), density/relevance D, and purity P. Primary multiplicative form Λ_B=A^a·D^d·P^p preserves weakest-link principle. Information-theoretic interpretation Λ_B=exp(−H(noise|signal)). Bridge to Datasheets for Datasets, Data Cascades, pedagogy (Vygotsky ZPD, Bandura mastery).
Углубление операционной структуры четвёртого компонента Λ в B(O,C)=F^w1·E^w2·(1−σ)^w3·Λ^w4. Λ декомпозируется на три операционные компоненты: актуальность A(t), плотность/релевантность D и чистота P. Основная мультипликативная форма Λ_B=A^a·D^d·P^p сохраняет принцип слабого звена. Информационно-теоретическая интерпретация Λ_B=exp(−H(шум|сигнал)). Мост к Datasheets for Datasets, Data Cascades, педагогике (ZPD Выготского, опыт мастерства Бандуры).
深化B(O,C)=F^w1·E^w2·(1−σ)^w3·Λ^w4中第四分量Λ的操作结构。Λ分解为三个操作分量:时效性A(t)、密度/相关性D和纯度P。主要乘法形式Λ_B=A^a·D^d·P^p保持最弱环节原则。信息论解释Λ_B=exp(−H(噪声|信号))。与数据表、数据级联、教育学的桥梁。
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Pankratov A. "ODTOE: Parameter Λ as a Data-Quality Metric in the Coherence Formula B(O,C)." Observer-Dependent Theory of Everything, odtoe.org, 2026. https://odtoe.org/en/articles/lambda-data-quality@article{pankratov2026lambdaDataQuality,
author = {Pankratov, Anton},
title = {ODTOE: Parameter Λ as a Data-Quality Metric in the Coherence Formula B(O,C)},
journal = {Observer-Dependent Theory of Everything},
year = {2026},
month = {Mar},
url = {https://odtoe.org/en/articles/lambda-data-quality},
publisher = {odtoe.org}
}TY - JOUR
AU - Pankratov, Anton
TI - ODTOE: Parameter Λ as a Data-Quality Metric in the Coherence Formula B(O,C)
JO - Observer-Dependent Theory of Everything
PY - 2026
DA - 2026-03-25
UR - https://odtoe.org/en/articles/lambda-data-quality
PB - odtoe.org
ER - Formal metatheory of reality based on the observer principle. One axiom: observer constitutes the observed. Six postulates with mathematical formalization.
Introduction to the theory for beginners without complex mathematics. Central formula R=O(Psi), three participants, belief as measurable quantity.
Unified map of physics: QM, GR, string theory, LQG, QBism as configurations in field H. Periodic table of theories organized by coherence S and observer dimensionality d.