Binary Code Framework: Analysis Tool

This record contains Version 1.0 of the Analysis Tool of the Binary Code Framework, a theory-guided and rule-based framework for the analysis of dehumanizing discourse. The Analysis Tool operationalizes the framework through a structured, four-level category system. Level 1 reconstructs in-group/out-group polarity and border regimes. Level 2 identifies recurrent dehumanizing narrative motifs, container forms, collective symbols, and related semantic condensations. Level 3 specifies historically and socially situated target-group ideologies, including racism, antisemitism, sexism, authoritarianism, ableism, classism, and related formations. Level 4 identifies social and rhetorical techniques through which devaluation can be connected to mobilization, domination, exclusion, or violence. The Tool consists of detailed definitions, AI-compatible definitions, Boolean and rule-based decision chains, catalogues of linguistic indicators, and cross-level relations. It is intended to make analytical procedures traceable, cross-checkable, and open to systematic revision without reducing dehumanization to surface-level toxicity classification. Together with the companion Preamble, the Analysis Tool forms the Binary Code Framework. The Preamble establishes the methodological, ethical, and documentation requirements governing the Tool’s use, interpretation, quality assurance, and version control. This record is version-controlled. Its metadata are publicly accessible; the deposited files are restricted. Scholarly access requests may be considered in accordance with the framework’s quality-assurance, version-governance, and responsible-use procedures. No modification, redistribution, or derivative use is authorized without prior written permission from the rights holder. Companion record: Binary Code Framework: Preamble (Version 1.0), DOI: 10.5281/zenodo.22141733

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-28
DOI
https://doi.org/10.5281/zenodo.22142622
Primary Topic
Feminist Epistemology and Gender Studies
Type
article
Field-Weighted Citation Impact
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article

Binary Code Framework: Analysis Tool

Jobst Paul
Zenodo (CERN European Organization for Nuclear Research)
Feminist Epistemology and Gender Studies
article

Binary Code Framework: Analysis Tool

Jobst Paul
article en

Abstract

This record contains Version 1.0 of the Analysis Tool of the Binary Code Framework, a theory-guided and rule-based framework for the analysis of dehumanizing discourse. The Analysis Tool operationalizes the framework through a structured, four-level category system. Level 1 reconstructs in-group/out-group polarity and border regimes. Level 2 identifies recurrent dehumanizing narrative motifs, container forms, collective symbols, and related semantic condensations. Level 3 specifies historically and socially situated target-group ideologies, including racism, antisemitism, sexism, authoritarianism, ableism, classism, and related formations. Level 4 identifies social and rhetorical techniques through which devaluation can be connected to mobilization, domination, exclusion, or violence. The Tool consists of detailed definitions, AI-compatible definitions, Boolean and rule-based decision chains, catalogues of linguistic indicators, and cross-level relations. It is intended to make analytical procedures traceable, cross-checkable, and open to systematic revision without reducing dehumanization to surface-level toxicity classification. Together with the companion Preamble, the Analysis Tool forms the Binary Code Framework. The Preamble establishes the methodological, ethical, and documentation requirements governing the Tool’s use, interpretation, quality assurance, and version control. This record is version-controlled. Its metadata are publicly accessible; the deposited files are restricted. Scholarly access requests may be considered in accordance with the framework’s quality-assurance, version-governance, and responsible-use procedures. No modification, redistribution, or derivative use is authorized without prior written permission from the rights holder. Companion record: Binary Code Framework: Preamble (Version 1.0), DOI: 10.5281/zenodo.22141733

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Openalex Percentile: Top 4%
Feminist Epistemology and Gender Studies
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Binary Code Framework: Analysis Tool — Jobst Paul · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS