Epistemic Lensing: How Collective Judgment Standards Deflect Scientific Anomalies Before Paradigm Shifts

This paper introduces epistemic lensing: the measurable deflection of scientific anomalies by a community's shared judgment standards before a paradigm shift occurs. Against passive models of filtering or suppression, the paper argues that evidentiary preferences, refusal thresholds, and methodological norms actively bend anomalous findings toward paradigm-compatible interpretations. The paper formalises this using patchwise epistemic geometry and a collective epistemic tensor proxy, and proposes a five-step empirical method combining SPECTER document embeddings, SciBERT citation-context NLP, and factor-analytic extraction of judgment-standard axes. Pilot case: Helicobacter pylori / peptic ulcer aetiology 1982–1995.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-19
DOI
https://doi.org/10.5281/zenodo.20285034
Primary Topic
Epistemology, Ethics, and Metaphysics
Type
article
Field-Weighted Citation Impact
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article

Epistemic Lensing: How Collective Judgment Standards Deflect Scientific Anomalies Before Paradigm Shifts

Ben Cassie
Zenodo (CERN European Organization for Nuclear Research)
Epistemology, Ethics, and Metaphysics
article

Epistemic Lensing: How Collective Judgment Standards Deflect Scientific Anomalies Before Paradigm Shifts

Ben Cassie
article en

Abstract

This paper introduces epistemic lensing: the measurable deflection of scientific anomalies by a community's shared judgment standards before a paradigm shift occurs. Against passive models of filtering or suppression, the paper argues that evidentiary preferences, refusal thresholds, and methodological norms actively bend anomalous findings toward paradigm-compatible interpretations. The paper formalises this using patchwise epistemic geometry and a collective epistemic tensor proxy, and proposes a five-step empirical method combining SPECTER document embeddings, SciBERT citation-context NLP, and factor-analytic extraction of judgment-standard axes. Pilot case: Helicobacter pylori / peptic ulcer aetiology 1982–1995.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 1%
Epistemology, Ethics, and Metaphysics
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