The 2 Axes of the Science Spectrum

A foundational model for understanding scientific practice along two fundamental dimensions. The first axis runs from Pure Science (knowledge for its own sake, curiosity-driven research, fundamental understanding) to Applied Science (knowledge for practical use, problem-solving, technology development). The second axis runs from Hard Sciences (physics, chemistry, with precise measurement and controlled experiments) to Soft Sciences (sociology, psychology, with complex systems and interpretive challenges). These two axes create four quadrants: hard-pure (theoretical physics), hard-applied (engineering), soft-pure (theoretical sociology), soft-applied (clinical psychology). The model reveals that "science" isn't one thing—it's a spectrum of practices with different goals, methods, and standards.

"You keep judging sociology by physics standards. The 2 Axes of the Science Spectrum show why that fails: they're in different quadrants. Hard-pure has different goals than soft-applied. Different axes, different standards. Learn the spectrum or stay confused about why psychology doesn't look like chemistry."

by Dumu The Void February 25, 2026

The 4 Axes of the Science Spectrum

An expanded model adding two crucial dimensions to the basic framework. Axis 1: Pure-Applied (knowledge for understanding vs. knowledge for use). Axis 2: Hard-Soft (precise measurement vs. complex interpretation). Axis 3: Consensus-Stable vs. Consensus-Emerging (fields with established paradigms vs. fields still in formation). Axis 4: Value-Laden vs. Value-Neutral (sciences that explicitly engage values vs. those that aim for value-freedom). These four axes create a sixteen-type space that captures far more nuance than simple binaries. Physics sits at hard, pure, stable, relatively neutral. Medicine sits at applied, mixed hardness, stable, deeply value-laden. Sociology sits at soft, mixed pure-applied, emerging, deeply value-laden. The 4 Axes reveal that methodological debates often stem from different positions on these spectra.

The 4 Axes of the Science Spectrum "Your critique of social science assumes it should be on the same axes as physics. The 4 Axes show: different coordinates entirely. Social science is softer, more applied, less paradigmatically stable, more value-laden. That's not failure—it's a different location on the spectrum. Map before you judge."

by Dumu The Void February 25, 2026

The 6 Axes of the Science Spectrum

A comprehensive model adding two further dimensions for deeper analysis. Axis 1: Pure-Applied (understanding vs. use). Axis 2: Hard-Soft (precision vs. interpretation). Axis 3: Consensus-Stable vs. Emerging (paradigm solidity). Axis 4: Value-Laden vs. Neutral (explicit value engagement). Axis 5: Reductionist-Holistic (explaining by parts vs. understanding wholes). Axis 6: Quantitative-Qualitative (number-based vs. meaning-based methods). These six axes generate sixty-four possible science-types, capturing the full complexity of scientific practice. Particle physics is reductionist, quantitative, hard, pure, stable, relatively neutral. Ecology is more holistic, mixed methods, softer, applied, emerging, value-laden. Neuroscience spans multiple positions depending on subfield. The 6 Axes reveal that "science" is a family resemblance concept, not a single method.

The 6 Axes of the Science Spectrum "You keep saying real science must be quantitative and reductionist. The 6 Axes show that's just one corner of science-space. Ecology is holistic and mixed-methods and still science. Anthropology is qualitative and interpretive and still science. Your narrow definition doesn't describe science—it describes your preference within it."

by Dumu The Void February 25, 2026

The 8 Axes of the Science Spectrum

The most detailed model yet, adding dimensions of temporality and scope. Axis 1: Pure-Applied. Axis 2: Hard-Soft. Axis 3: Consensus-Stable vs. Emerging. Axis 4: Value-Laden vs. Neutral. Axis 5: Reductionist-Holistic. Axis 6: Quantitative-Qualitative. Axis 7: Experimental-Observational (manipulating variables vs. studying natural variation). Axis 8: Universal-Contextual (laws that apply everywhere vs. knowledge tied to specific contexts). These eight axes create 256 potential science-types, mapping the full diversity of scientific practice. Astronomy is observational, universal, hard, pure. Ethnography is observational, contextual, soft, qualitative. Climate science is mixed on nearly every axis. The 8 Axes demonstrate that methodological wars often stem from unrecognized differences in axis positions.

The 8 Axes of the Science Spectrum "Physics envy is when softer sciences wish they were harder. The 8 Axes show why that's misplaced: you're on different coordinates entirely. Ethnography can't be experimental because its phenomena don't survive lab conditions. Climate science can't be purely observational because the future isn't here yet. Different axes, different methods, different sciences."

by Dumu The Void February 25, 2026

The 12 Axes of the Science Spectrum

An ultra-fine-grained model adding dimensions of scale and temporality. Building on the 8 Axes, we add: Axis 9: Micro-Macro (studying smallest units vs. largest systems). Axis 10: Synchronic-Diachronic (snapshot in time vs. change over time). Axis 11: Deterministic-Probabilistic (exact prediction vs. statistical patterns). Axis 12: Mechanistic-Phenomenological (how it works vs. what it's like). These twelve axes generate 4096 potential science-types, approaching the actual complexity of scientific practice. Quantum mechanics is micro, deterministic in form (if not interpretation), mechanistic. Evolutionary biology is macro, diachronic, probabilistic, phenomenological in part. Consciousness studies spans nearly every axis simultaneously. The 12 Axes reveal that scientific pluralism isn't optional—it's necessitated by the multidimensionality of reality itself.

The 12 Axes of the Science Spectrum "Your theory of everything fails because it only occupies one point in 12-axis space. The 12 Axes show that reality requires different methods at different scales, different times, different levels. One science to rule them all is a fantasy. The universe is 12-dimensional; your methods need to be too."

by Dumu The Void February 25, 2026

The 16 Axes of the Science Spectrum

The ultimate model, adding the final dimensions of social embeddedness and metaphysical commitment. Building on the 12 Axes, we add: Axis 13: Independent-Embedded (science as separate from society vs. deeply enmeshed). Axis 14: Objective-Reflexive (observer separate vs. observer part of system). Axis 15: Realist-Instrumentalist (models describe reality vs. models are useful tools). Axis 16: Materialist-Pluralist (matter fundamental vs. multiple fundamentals). These sixteen axes generate 65,536 potential positions—enough to capture every scientific approach, every methodological debate, every philosophical commitment. The 16 Axes reveal that science isn't a single thing but a multidimensional space of possibilities, and that progress isn about finding the one true position but about navigating the space with wisdom.

The 16 Axes of the Science Spectrum "You want science to be one thing, one method, one philosophy. The 16 Axes show that's impossible—there are 65,536 ways to do science, each appropriate for different phenomena, different questions, different contexts. The unity of science isn't in its method—it's in its commitment to understanding, whatever that requires. Sixteen axes, infinite approaches, one goal."

by Dumu The Void February 25, 2026