Local Non-Detection Does Not Necessarily Imply Global Exclusion: A Minimal Computational Toy Model of Reduced Observational Pipelines

This technical note presents a minimal computational toy model examining when local non-detection within a reduced observational pipeline does not justify unrestricted global exclusion. A synthetic one-dimensional latent field is observed through two pipelines: a full pipeline with access to the entire domain and a reduced pipeline restricted to a local observational window. Total latent support is held fixed across regimes, while only the distribution of that support relative to the reduced window is varied. The results show that full-domain detection remains approximately stable across regimes, while reduced-pipeline detection depends strongly on support geometry. Local non-detection may therefore justify only interface-local absence unless the reduced pipeline preserves the support class relevant to the exclusion claim. The contribution is diagnostic and methodological. No new physical model, statistical method, or domain-specific ontology is introduced. The record includes a reconstructed reproducibility bundle with executable code, support templates, summary outputs, metadata, figure, notebook, and checksum information.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-13
DOI
https://doi.org/10.5281/zenodo.20159025
Primary Topic
Paranormal Experiences and Beliefs
Type
article
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article

Local Non-Detection Does Not Necessarily Imply Global Exclusion: A Minimal Computational Toy Model of Reduced Observational Pipelines

Danilo Tavella
Zenodo (CERN European Organization for Nuclear Research)
Paranormal Experiences and Beliefs
article

Local Non-Detection Does Not Necessarily Imply Global Exclusion: A Minimal Computational Toy Model of Reduced Observational Pipelines

Danilo Tavella
article en

Abstract

This technical note presents a minimal computational toy model examining when local non-detection within a reduced observational pipeline does not justify unrestricted global exclusion. A synthetic one-dimensional latent field is observed through two pipelines: a full pipeline with access to the entire domain and a reduced pipeline restricted to a local observational window. Total latent support is held fixed across regimes, while only the distribution of that support relative to the reduced window is varied. The results show that full-domain detection remains approximately stable across regimes, while reduced-pipeline detection depends strongly on support geometry. Local non-detection may therefore justify only interface-local absence unless the reduced pipeline preserves the support class relevant to the exclusion claim. The contribution is diagnostic and methodological. No new physical model, statistical method, or domain-specific ontology is introduced. The record includes a reconstructed reproducibility bundle with executable code, support templates, summary outputs, metadata, figure, notebook, and checksum information.

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 4%
Paranormal Experiences and Beliefs
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Local Non-Detection Does Not Necessarily Imply Global Exclusion: A Minimal Computational Toy Model of Reduced Observational Pipelines — Danilo Tavella · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS