What question did this study set out to answer?

The research aims to explore how shared judgment standards in scientific communities influence the interpretation of anomalies before shifts in accepted paradigms.

May 21, 2026Open Access

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

Key Points

The research aims to explore how shared judgment standards in scientific communities influence the interpretation of anomalies before shifts in accepted paradigms.
Introduced the concept of epistemic lensing to model deflection of anomalies.
Used patchwise epistemic geometry and collective epistemic tensor proxy for formalization.
Proposed a five-step empirical method combining SPECTER document embeddings and SciBERT citation-context NLP.
Demonstrated that methodological norms shape the interpretation of anomalous findings.
Showed evidence of active deflection toward paradigm-compatible interpretations.
Pilot case examined the Helicobacter pylori and peptic ulcer relationship from 1982 to 1995.

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.

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Cite This Study

Ben Cassie (Tue,) studied this question.

synapsesocial.com/papers/6a0ea196be05d6e3efb60792 https://doi.org/https://doi.org/10.5281/zenodo.20285033

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