Crossover Regime Visualizer

Audited-Negative — γ = 2/√N_corr — sharpness sign inverted

Tool type: Model Explainer · Artifact Lesson (the Interactive Tools index Kind and Status tags — Artifact Lesson is an operational state, not a level: a tool kept to show a failure, not a verdict) · Claim status: Audited-Negative, the badge above.

Formerly “Phase Boundary Visualizer” (the URL keeps that name). C(ρ) is analytic everywhere — a smooth crossover, not a thermodynamic phase transition — so the regimes below are ranges of γ, not phases (full naming note below).

This tool animates a refuted relation — on purpose. The γ = 2/√Ncorr map you are about to drag is audited-negative: it predicts the opposite of real condensed-matter behavior. The lesson is the inversion itself. As you move the slider, each regime card carries a reality check line — your task is to catch the formula being wrong at every stop, not to learn its placements. (Reframed 2026-07-23: an earlier version presented the map first and the inversion as a caveat; reviewers kept reporting that the animation out-taught the caveat.)

What this tool is for: drag the slider to see which physical systems the γ formula groups together — and why that grouping is now known to be misleading (the placements carry the formula's documented sign inversion: real BCS/BEC transitions are among the sharpest in nature, yet the formula files them at the flat end).

One more thing to know before reading the map: the Ncorr values driving every placement (10⁷ for BCS, 17 for galaxies, …) are asserted, not counted — no independent counting procedure exists on any of the 17 scales (the derivations page documents this). Treat the positions as the formula's claims, not as data.

The three regimes of γ map qualitatively different correlation structures. Drag the slider to explore where different systems are estimated to fall. Labeled positions are approximate (γ = 2/√Ncorr; Ncorr values are estimated, not precisely measured for most systems).

Naming note: despite the historical name, C(ρ) is a smooth compander (μ-law/Hill/logistic family) with no critical point — “boundary” on this page means a regime boundary along the γ axis, not a phase transition.

What γ actually classifies: γ = 2/√Ncorr encodes the counting convention used for Ncorr, not a physical invariant of the system. Two unrelated systems with the same estimated Ncorr(e.g., ideal gases and galaxies, both assigned Ncorr = 1) share a γ value for methodological reasons, not physical ones. This visualizer shows how systems cluster under the current counting convention; it does not imply they have the same microphysics. See the caveat box below for details.
Sharpness direction is inverted (open problem): this tool positions systems by transition sharpness, and γ = 2/√Ncorr assigns the most strongly correlated systems the flattest C(ρ) curves. In real physics the opposite holds: BCS superconductors and BECs — the highest-Ncorr systems shown here — undergo transitions that are among the sharpest in nature. So a condensed-matter reading of this map is backwards: more correlation should not mean a smoother transition. This is the same audited-negative sign inversion documented on the γ Calculator (1/√N is a width, not a rate). The condensed-matter anchor is the Ginzburg criterion, which bounds the width of the critical-fluctuation region — the temperature window in which fluctuations visibly round a transition. In three dimensions that width scales roughly as Nξ−2 ∝ ξ0−6 (Nξ = particles per coherence volume): large ξ0 → a vanishingly narrow critical-fluctuation region. That is why BCS superconductors, with very many pairs per coherence volume, show mean-field-sharp transitions. Against that anchor the formula has the wrong sign and the wrong exponent. The inversion is stated here because this is the page where systems are visually placed. Also note the axis itself: the quoted BCS value (γ ≈ 6×10−4) is on-scale, at the left edge of the linear 0–4 range, but indistinguishable from 0 there (it is ~3 orders of magnitude smaller than the axis's first band edge, 0.6). (Corrected 2026-09-21: this previously said “three orders of magnitude off the left edge”; a linear axis starting at 0 cannot place a positive value beyond its left edge.)
N≈11.1N≈2.04CollectiveBoundarySingle-particleBEC/SC (γ≈6×10⁻⁴, at the left edge, indistinguishable from 0)water/enzymesγ=0.49 (SPARC fit of the acceleration-keyed law, a different variable; density-keyed fit: γ→0.046)γ=2 (ideal gas; registered galaxy value — refuted)γ = 1.0000.511.522.533.54

What to notice as you drag: BCS superconductors and BECs land at the far flat (left) end — yet their real transitions are among the sharpest in nature — while an ideal gas, which has no phase transition at all, lands at the sharp end (γ = 2). That inversion is the lesson.

Band edges in Ncorr: inverting γ = 2/√Ncorr gives Ncorr = 4/γ², so γ = 1.4 ⇔ Ncorr ≈ 2.04 and γ = 0.6 ⇔ Ncorr ≈ 11.1. With whole-number counts, the single-particle band holds only Ncorr = 1 and 2, the γ ≈ 1 band holds 3–11, and everything with 12 or more correlated units lands in the bottom band. That includes the γ Calculator's enzyme preset (Ncorr = 30, γ ≈ 0.37) and BCS (107). This page's enzyme placement near γ ≈ 0.85 implies Ncorr ≈ 5.5, a different estimate.

γ ≈ 1 (0.6–1.4) — Boundary · N_corr = 3–11

The regime where collective and independent behavior balance. Systems whose estimated γ falls here include liquid water, enzymes, and neural dynamics. Note: C(ρ) itself is a smooth compander with no critical point — "boundary" here means a regime boundary in γ, not a mathematical phase boundary. The consciousness-threshold conjecture (C ≈ 0.50) was historically placed in this band; C is a different axis from γ, and D and S remain undefined, so that placement has no calculation behind it — see hard-problem page.

Reality check: no shared transition physics is known to connect the systems grouped here — water, enzymes, and neural firing land together because of how their N_corr was estimated, not because of any measured common behavior at γ ≈ 1. The grouping is the counting convention, visualized.

Liquid waterEnzymesChemical bondsNeural firing

⚠ Ncorr-method caveat (important): Ideal gases and galaxies both map to γ = 2.0 (Ncorr = 1), despite having completely different microphysics. This is not a universality result — it is an artifact of how Ncorr is counted: both systems happen to be assigned “1 correlated particle” under the current counting convention. When two physically unrelated systems produce the same γ, γ is classifying the counting method, not the system. Until a scale-invariant Ncorr recipe is established, every cross-scale γ comparison is method-dependent. BCS superconductor placement uses Ncorr = 107 (γ = 2/√107 ≈ 6×10−4, matching the γ Calculator preset); physical Cooper-pair volumes contain ~106–109 pairs depending on material.Galaxy placement (2026-06-11): the asserted γ = 2 (Ncorr = 1) was rejected on the SPARC RAR ensemble at ΔBIC = +184; the free fit gives γ ≈ 0.49 → Ncorr ≈ 17, contradicting the independent-stars premise. Both markers are shown so the refutation is visible, not hidden. Which law (added 2026-09-24): the +184 and the 0.49 both come from the formula keyed on acceleration (MOND's variable), while this axis is the density-keyed law's γ = 2/√Ncorr. Fitted in density, the galaxy law goes to γ → 0.046 (Ncorr ≈ 1.9×10³) and is refuted at ΔBIC +2843. So the 0.49 marker is placed on an axis it was not measured on. The γ values shown here are illustrative, not measured.

The Three Regimes

Summary index only — move the slider above to read each regime's full physics in the highlight card (duplicated text removed 2026-07-17).

Revision noteThe γ ≈ 1 band used to list “Phase transitions” and “Consciousness threshold” among its systems. C(ρ) has no phase transition, and the consciousness threshold is a value of C, not a system with an Ncorr, so both were removed from the list. The band labels now also show their Ncorr ranges.

γ < 0.6 — High-N_corr (strongly correlated) · N_corr ≥ 12

SuperconductorsBECSuperfluidsCooper pairsQuantum computers

γ ≈ 1 (0.6–1.4) — Boundary · N_corr = 3–11

Liquid waterEnzymesChemical bondsNeural firing

γ > 1.4 — Single-particle · N_corr = 1 or 2

Ideal gasesSingle atomsFew-particle systemsUncorrelated matter

Related Concepts

Phase Transitionsγ > 1.4, 0.6–1.4 (≈ 1), < 0.6 regimes — smooth crossovers in C(ρ), not phase transitionsThe γ ≈ 1 BoundaryWhere 1,703 fitted γ values cluster; fitted, not predicted