How far every key is from C major
Drawn above with its standard settings, which is almost never how an essay draws it: an essay states the numbers it is arguing about, so the figure a reader meets there is about that argument rather than about the drawing in general. Every option a placement passes is checked against the ones this function actually reads, because an option it does not read is silently ignored and the figure quietly draws what is above instead.
It makes a noise. 17 of its 17 placements carry sound, built from the same numbers as the drawing, offering these buttons: C major, then D major: 2 steps round the circle, 6 semitones of voice leading, C major, then E major: 4 steps round the circle, 2 semitones of voice leading, F♯ major, then C major: 6 steps round the circle, 6 semitones of voice leading, F♯ major, then D major: 4 steps round the circle, 2 semitones of voice leading, G major, then C♯ major: 6 steps round the circle, 6 semitones of voice leading, G major, then E♭ major: 4 steps round the circle, 2 semitones of voice leading.
Called by 5 essays
the blast radius of changing it
Three ways to measure how far a key is
Notes in common and steps round the circle of fifths are the same measurement — among the twelve major keys the first is seven minus the second until it bottoms out. Voice-leading distance between the tonic triads is a different one, and it disagrees in exactly one place: E and A♭ are four steps from C, share three of its seven notes, and are two semitones away, which is nearer than the dominant.
The circle is a circle, and the map is not
Among the twelve major keys, notes in common is a strict function of distance round the circle of fifths — one value for each step count, no exceptions — so there is nothing else to measure and the map really is one-dimensional. A second axis appears only when the minor keys are added, and it is a different kind of move: the relative shares all seven notes and the parallel is one semitone away.
The alternation a key-finder cannot follow
Two keys sounding together are not in the key-finder's vocabulary, and an earlier essay ended by pointing at the other case and saying what was missing: a passage whose alternation rate can be varied while everything else is held still. Built, it gives a rule with three numbers in it — the second key is never named below a block of three bars, the tracking clears ninety per cent above twice the window, and the reading is late by half the window throughout.
A modulation and a borrowing are one number apart
The key-finder that keeps the order has one tuned parameter, and said so. Sweep it and the parameter turns out to be the whole verdict: below a threshold the model hears two keys alternating, above it one key with borrowed chords. The threshold rises with how slowly the keys alternate — and the value it chose sits above every threshold in range, so its finding about fast alternation was a consequence of the tuning.
How much of the reading arrives late
Every margin reported earlier is two-sided: the best path through a key at a bar is the score into it plus the score onward from it, and the second half uses bars a listener has not heard. Dropping that term is one line. On a thirty-two-bar song it removes more than half the certainty, and on a passage built to be ambiguous it changes the key named at nine bars out of eleven.