Supplementary Materials for "The Cost of Insight: Consultation as an Engineered Ecology for Agency"

Supplementary materials accompanying the article "The Cost of Insight: Consultation as an Engineered Ecology for Agency" (Kalmakov, 2026). This repository contains four documents supporting the main manuscript: SM-A: Consultation Protocols — Operational procedures for implementing the three-phase consultation protocol (Authentication, Perturbation, Verification), including the Modality Gradient, anti-protocol failure cases, and four empirical case reconstructions (~3,200 words). SM-B: Video Documentation — Five annotated YouTube videos capturing consultation implementation in authentic classroom settings, organized by process, student, economic, curator, and psychological perspectives. Language: Russian. SM-C: Consultation Case Corpus (C01–C25) — Twenty-five consultation episodes documented from curator audio reports during field implementation (September–November 2020, Grade 1). Each case includes analytical summary and verbatim translated field notes. Includes typological classification and cross-case pattern analysis (~14,000 words). SM-D: Sample Consultation Protocol — Arithmetic Sequences — Topic-specific practitioner protocol illustrating how the general consultation framework applies to a concrete mathematical domain (9 difficulty sub-levels, 1A–3C), with perturbation scripts, verification procedures, and materials specifications (~3,300 words). All materials are designed for replication support, empirical transparency, and practitioner implementation within Challenge Space Architecture (CSA). Student names are anonymized.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-12
DOI
https://doi.org/10.5281/zenodo.18625320
Primary Topic
Interdisciplinary Research and Collaboration
Type
article
Field-Weighted Citation Impact
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article

Supplementary Materials for "The Cost of Insight: Consultation as an Engineered Ecology for Agency"

Oleg Kalmakov
Zenodo (CERN European Organization for Nuclear Research)
Interdisciplinary Research and Collaboration
article

Supplementary Materials for "The Cost of Insight: Consultation as an Engineered Ecology for Agency"

Oleg Kalmakov
article en

Abstract

Supplementary materials accompanying the article "The Cost of Insight: Consultation as an Engineered Ecology for Agency" (Kalmakov, 2026). This repository contains four documents supporting the main manuscript: SM-A: Consultation Protocols — Operational procedures for implementing the three-phase consultation protocol (Authentication, Perturbation, Verification), including the Modality Gradient, anti-protocol failure cases, and four empirical case reconstructions (~3,200 words). SM-B: Video Documentation — Five annotated YouTube videos capturing consultation implementation in authentic classroom settings, organized by process, student, economic, curator, and psychological perspectives. Language: Russian. SM-C: Consultation Case Corpus (C01–C25) — Twenty-five consultation episodes documented from curator audio reports during field implementation (September–November 2020, Grade 1). Each case includes analytical summary and verbatim translated field notes. Includes typological classification and cross-case pattern analysis (~14,000 words). SM-D: Sample Consultation Protocol — Arithmetic Sequences — Topic-specific practitioner protocol illustrating how the general consultation framework applies to a concrete mathematical domain (9 difficulty sub-levels, 1A–3C), with perturbation scripts, verification procedures, and materials specifications (~3,300 words). All materials are designed for replication support, empirical transparency, and practitioner implementation within Challenge Space Architecture (CSA). Student names are anonymized.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 60%
Interdisciplinary Research and Collaboration
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