Decision: REVISE · avg 7.88 · basis text · 2026-09-06 20:45:34
# AI Referee Report - Record: Beyond Belief: A Functional Anatomy of Human Ultimate Concern (Zenodo recid 18840801, doi 10.5281/zenodo.18840801, version 1.0) - Review basis: metadata + full text (18000 chars, file Beyond Belief.md) - Models: @cf/meta/llama-3.3-70b-instruct-fp8-fast, @cf/meta/llama-4-scout-17b-16e-instruct - Decision (deterministic thresholds): **REVISE** (mean score 7.88/10) ## Reviewer 1 (@cf/meta/llama-3.3-70b-instruct-fp8-fast) - Soundness 8 | Novelty 9 | Clarity 9 | Reproducibility 7 | Confidence high, due to the clarity and coherence of the writing - Verdict requested: PUBLISH - Strengths: - Interdisciplinary approach to understanding human belief and meaning - Clear and engaging writing style - Well-structured and easy to follow - Provides a unique perspective on the nature of human consciousness and the search for meaning - Weaknesses: - Some concepts and terms may be unfamiliar to non-experts - Lack of empirical evidence to support some claims - Could benefit from more concrete examples and case studies - Limitations of this review: - Limited to the provided text and may not reflect the entirety of the book - Uncertain about the author's expertise in certain fields - Rationale: This book provides a thought-provoking and well-written exploration of the human search for meaning and the nature of belief. While some concepts may be unfamiliar to non-experts and could benefit from more empirical evidence, the book's interdisciplinary approach and clear writing style make it a valuable contribution to the field. With some minor revisions to address the weaknesses mentioned, this book has the potential to be a seminal work in the study of human consciousness and the search for meaning. ## Reviewer 2 (@cf/meta/llama-4-scout-17b-16e-instruct) - Soundness 8 | Novelty 7 | Clarity 9 | Reproducibility 6 | Confidence medium - Verdict requested: REVISE - Strengths: - The book provides a comprehensive and interdisciplinary approach to understanding human belief systems. - The author effectively integrates insights from evolutionary psychology, cognitive science, and philosophy to explain the functional anatomy of human ultimate concern. - The writing is clear and engaging, making complex concepts accessible to a broad audience. - Weaknesses: - The book's focus on cognitive and evolutionary foundations of belief may not fully address the role of cultural and social factors in shaping human belief systems. - Some readers may find the author's use of technical terms and concepts from various fields challenging to follow. - The book's emphasis on the biological imperative of meaning-making may not fully account for the diversity of human experiences and beliefs. - Limitations of this review: - The review is based on a limited portion of the full text, which may not fully represent the book's content or arguments. - Rationale: The book presents a well-reasoned and well-supported argument for the functional anatomy of human ultimate concern. However, some sections may benefit from further clarification and consideration of alternative perspectives. With revisions to address these areas, the book has the potential to make a significant contribution to the fields of cognitive science, philosophy, and psychology. ## Decision rationale avg=7.88 min=7.5 max=8.25 fatal=false speculative=true basis=text lowconf=false ## Honesty notes - These AI referee reports are advisory. They are not endorsements, certifications of correctness, or statements that a record is "proven". They are structured adversarial critiques produced by language models, with the failure modes each reviewer listed above. - Review basis is disclosed: metadata-only reviews never receive PUBLISH. - The overlay does not store paper bodies and does not write to Zenodo (curator write-back requires separate authorization).