What a plant might be doing

Three rows change sides

Twenty-five of thirty wrecked cuts have a periodic displacement profile over three hundred organs and twenty-six do over six hundred. The count barely moves and the membership does: two rows join, one leaves, and the gap the threshold sits in narrows from 1.69 to 1.27.

Worth reading first: Twice the run · The damage has a period · The organ that was taken away.

A wrecked stem’s displacement profile is called periodic when the widest spread inside any one residue class is under ten degrees. Over three hundred organs, twenty-five of the thirty cuts in the census pass. Over six hundred, twenty-six do.

The count moved by one and the membership moved by three. Two rows that failed the test at the shorter length pass at the longer, and one that passed fails.

The reading itself is the thread’s central result: a wrecked stem’s damage is not three hundred scattered numbers but a few levels, one per chain, repeating. What is at stake here is not that shape but which rows have it.

The 3 cuts the two run lengths disagree about. Each block is one wrecked cut, with its widest within-class spread drawn at both run lengths and the 10 degrees that separates periodic from not marked by the rule. Two of these become periodic when the run is doubled, at spreads falling from about seventy degrees to about eight. One goes the other way, from six degrees to a hundred and seventy — and that one is the row an entirely separate reading of the same census independently reports as its worst fit.
Fig. 1 The three rows the two run lengths disagree about, drawn at their widest within-class spread at each length.

The two that join

The golden 0.010 stem’s cuts four and five organs back. Over three hundred organs their widest spreads are 69.6° and 69.5°, which is not marginal — it is seven times the line. Over six hundred they are 7.9° and 8.1°.

A factor of nine, on two rows, from nothing but a longer run. Whatever those profiles are doing over the first three hundred organs, they are not doing it over the next three hundred. Neither row is near the line at either length, which is the useful part: this is not a marginal case tipping over, it is a reading that was wrong by an order of magnitude and is now right.

One cut's profile over 600 organs, with both onsets marked. One mark per organ above the hole, at the angle it sits from where the same organ sits in a control sharing its history. The two vertical rules are where the pattern is said to start: the left one is what a 300-organ run reports and the right one is what this 600-organ run reports. They are not both present. The onset is measured against the levels the classes hold at the end of the run, so a profile that drifts slowly is compared against different levels at each length and the reading moves with the length.
Fig. 2 One of the two, over six hundred organs. The stretch a three-hundred-organ run holds is drawn paler than the rest.

Which is a transient with a long tail

The obvious reading, and it is the right one. The levels are measured over the last hundred and twenty organs of whatever run was grown. At three hundred organs that window sits between organs 180 and 300, which on these two rows is still inside the disturbance; at six hundred it sits between 480 and 600, which is past it.

So the shorter run was measuring a transient and calling it a failure of periodicity. The profile is periodic; the window was in the wrong place — which is the same diagnosis the onset reading got from the other direction, since both are computed against levels taken from the end of whatever run was grown.

One cut's profile over 600 organs, with both onsets marked. One mark per organ above the hole, at the angle it sits from where the same organ sits in a control sharing its history. The two vertical rules are where the pattern is said to start: the left one is what a 300-organ run reports and the right one is what this 600-organ run reports. They are 285 organs apart. The onset is measured against the levels the classes hold at the end of the run, so a profile that drifts slowly is compared against different levels at each length and the reading moves with the length.
Fig. 3 A second row at both run lengths. Whether a row changes sides is decided by what the longer run adds to its profile.

Two rows or one stem

The two are cuts four and five organs back on the same stem, so they share a control and differ only in which organ was removed. Their spreads at both lengths agree to a tenth of a degree: 69.6° and 69.5°, then 7.9° and 8.1°.

That is one lattice behaving one way, observed twice, rather than two independent confirmations. Counting them as two rows is what the census does everywhere and it is worth flagging here, because two rows changing sides sounds like a pattern and one stem changing sides is an anecdote.

And it is a selection effect in the census

The five rows that never reached a pattern within three hundred organs were named as a group and treated as a category — the cuts whose damage never settles. Two of the five are now rows whose damage settles late.

That leaves three, and three is a small enough number that the category may not be a category at all. It might be one row, twice, plus a genuine case. And one of the three is the row whose onset turned out to be its run ending, so the group has been carrying an artefact as well as a duplicate.

The one that leaves

The Lucas 0.013 stem’s cut four organs back. Over three hundred organs its widest spread is 6.1°, comfortably inside the line; over six hundred it is 171.2°, which is past a half turn and as far outside as a number can be.

That is not a transient ending. It is a profile that looks steady over one window and is not steady at all over a longer one.

One cut's profile over 600 organs, with both onsets marked. One mark per organ above the hole, at the angle it sits from where the same organ sits in a control sharing its history. The two vertical rules are where the pattern is said to start: the left one is what a 300-organ run reports and the right one is what this 600-organ run reports. They are not both present. The onset is measured against the levels the classes hold at the end of the run, so a profile that drifts slowly is compared against different levels at each length and the reading moves with the length.
Fig. 4 The row that leaves, over six hundred organs. The stretch a shorter run would have measured is the paler one on the left.

What could make a profile look steady and not be

Two things, and they are distinguishable. A profile that drifts slowly has classes whose means move together; over a short window each class looks tight and over a long one it does not. A profile that jumps — settles onto one set of levels and later onto another — looks tight on either side of the jump and ragged across it.

The row that leaves is the second kind. Its spread over six hundred organs is 171.2°, which is not a drift accumulating; it is two regimes with a large step between them. Nothing in this thread had a category for a wrecked stem that settles twice.

One cut's profile over 600 organs, with both onsets marked. One mark per organ above the hole, at the angle it sits from where the same organ sits in a control sharing its history. The two vertical rules are where the pattern is said to start: the left one is what a 300-organ run reports and the right one is what this 600-organ run reports. They are 300 organs apart. The onset is measured against the levels the classes hold at the end of the run, so a profile that drifts slowly is compared against different levels at each length and the reading moves with the length.
Fig. 5 A third. The levels are read over a fixed number of organs, so a longer run moves where that window sits in the pattern.

Which is the more awkward direction

A row that joins is a window in the wrong place, and the fix is a longer run. A row that leaves is a window that was in a place where a non-periodic profile happened to look periodic, and the fix is not obvious: a longer run found it, and a longer run still might find others.

The two directions have different implications for the census. One says the count of non-periodic rows is too high; the other says the count of periodic rows is too high. Both cannot be corrected by growing runs until nothing changes, because nobody knows where that is.

The number that would settle it has not been read

Drift and jump are distinguishable, and the distinguishing measurement is already inside the runs that were grown — it simply was not taken.

Read the widest within-class spread three ways on the same six-hundred-organ run: over the first three hundred organs, over the last three hundred, and over the whole six hundred. A drift gives a small number, a small number and a larger one, with the whole-run value scaling with the window in the way a linear slide does — roughly double. A jump gives a small number, a small number, and a value of the order of the step between the two regimes, which is far more than double.

Two of the three are known for this row: 6.1° over the first three hundred and 171.2° over the whole six hundred, a factor of twenty-eight rather than of two. That already excludes a drift. What the missing third number would add is the confirmation that the row is steady again after the step rather than ragged for the rest of the run — and those are different objects. A stem that settles twice has two destinations; a stem that comes apart and stays apart has none.

So the essay’s own reading, that this is two regimes with a large step between them, is supported by one comparison and would be established by a second that costs nothing, since the run exists. Saying which number is missing is the least a claim of this size should carry.

What a stem that settles twice costs the short list

If the jump reading holds, the consequence reaches past this row, and it is worth stating before the number is confirmed rather than after.

Every destination this collection has recorded is a destination as of the end of a run. The short list of six and the census’s blocks and slips are all read over three hundred organs, and a stem that settles onto one arrangement and later onto another would have contributed its first arrangement to those tables and not its second.

The rate is measurable and small. Doubling the run turned up one such row in thirty, so about three per cent of wrecked stems reveal a second settling per doubling of the horizon. That is low enough that the short list is not in question and high enough that final is the wrong word for any entry on it. The honest term is the one the run length supplies: a destination observed over three hundred organs, with the horizon quoted beside it.

It also says what a third length would be for, which is not more precision on the rows already in hand. It would measure whether the three per cent is a rate that keeps producing rows or a one-off — and those two possibilities differ in whether the census converges at all.

The row that leaves is the only one of its kind

Its surviving lag is 4, and it is the only wrecked cut in the whole census that keeps a four-hop. Every other row keeps a 5, a 7 or an 8.

That matters because a class of four residues is the shortest period in the census, so its classes have the most members and the least room to look accidentally steady. If any row were going to look periodic by luck, this is the one where luck should have had the least chance.

And a separate reading calls it out

Four accounts of the exchanged pair’s size are scored on the seventeen rows that carry a clean exchange, and the best of them fits worst on exactly this row — 4.0 per cent against 2.3 for the next worst and 1.0 for the mean.

Two measurements, made for unrelated reasons, neither aware of the other, agreeing about which row of the census is least trustworthy. That agreement is worth more than either measurement, and it is the kind this collection looks for deliberately.

The gap narrows

The ten-degree line was chosen because the two populations were separated by one. At three hundred organs the periodic rows measured up to 6.09° and the rest started at 10.28°, a factor of 1.69. At six hundred the periodic rows reach 8.11° and the rest start at 10.28°, a factor of 1.27.

Still a gap and a much smaller one. A threshold that sat in empty space now sits in nearly-empty space, which means it has started to matter where it is.

Which is a warning rather than a failure

Nothing here is decided by the tenth of a degree either side of ten. The row that leaves is at 171.2° and the rows that join are at 7.9° and 8.1°, so a line anywhere between about nine and ten gives the same table.

What has changed is the margin. At three hundred organs the classification was robust to a factor of 1.69 in the threshold; at six hundred it is robust to 1.27, and at twelve hundred it might not be robust at all. That is a thing to check rather than a thing to worry about now.

The margin is also the reason the threshold was ever quotable. A tolerance chosen because it sits in empty space is a tolerance nobody had to argue about, and the arguing starts as soon as the space fills. Watching a gap close is the cheapest early warning a thread with stated tolerances can have, and it is only available because the gap was reported alongside the line rather than in place of it.

What the count hides

Twenty-five and twenty-six is a comforting pair of numbers and it is the least informative reading of the comparison. Three rows changed sides and the count moved by one because two changes cancelled one.

A census reported as a count is a census whose membership can turn over without anybody noticing, and this one turned over by ten per cent of its periodic rows while the headline moved by four.

The 1 cuts the two run lengths disagree about. Each block is one wrecked cut, with its widest within-class spread drawn at both run lengths and the 10 degrees that separates periodic from not marked by the rule. Two of these become periodic when the run is doubled, at spreads falling from about seventy degrees to about eight. One goes the other way, from six degrees to a hundred and seventy — and that one is the row an entirely separate reading of the same census independently reports as its worst fit.
Fig. 6 The row that leaves, on its own. Reporting only the count is what makes a row like this invisible.

What a second settling would mean

If a wrecked stem can settle onto one arrangement and later move to another, then the block a wrecked stem falls into is not a final state, and the census’s readings of what a cut leaves standing are readings of whatever the stem happened to be doing at organ three hundred.

That is a large claim to hang on one row and this essay does not hang it there. What it does is name the shape and say which measurement would settle it: the surviving lag, read separately over the first and second halves of a six-hundred-organ run. If the lag changes, the stem moved; if it does not, the profile drifted inside one arrangement.

Two readings on one row, on runs already grown. It is the cheapest open question in the thread.

What the shape survives

The result the thread rests on — that a wrecked stem’s profile is a handful of levels rather than three hundred scattered numbers — is not in doubt at either length. Twenty-six of thirty rows have spreads under ten degrees against between-class differences past a hundred and fifty.

And the exchanged pair, its size and its direction, are unchanged on every row that carries one at both lengths. What moves is the classification of the marginal rows and every reading about timing.

One cut's profile over 600 organs, with both onsets marked. One mark per organ above the hole, at the angle it sits from where the same organ sits in a control sharing its history. The two vertical rules are where the pattern is said to start: the left one is what a 300-organ run reports and the right one is what this 600-organ run reports. They are 300 organs apart. The onset is measured against the levels the classes hold at the end of the run, so a profile that drifts slowly is compared against different levels at each length and the reading moves with the length.
Fig. 7 The same row drawn at every third organ, so the transient and the pattern can be told apart without the threshold.

What a third length would settle

Twelve hundred organs on the thirty. Four minutes, and it answers two questions: are the two rows that joined still periodic, and does any further row change sides.

If nothing changes between six hundred and twelve hundred, the six-hundred classification is the one to quote and the three-hundred one was under-run. If more rows change, then the classification has no limit and the quantity needs a definition that does not depend on where a run was stopped.

That is the distinction the settling thread draws between a budget and a wall, and it is drawn there by exactly this comparison: grow to one length, grow to three times it, and see whether anything new arrives.

Why it has not been run

The comparison in front of it was built to check one number — an onset reported at the last organ of its run — and finding a group of rows that change sides is something it did on the way. A sweep designed to check a number and then asked to characterise a group is always one length short.

That is not an excuse so much as a description of how this keeps happening. The cheapest useful thing is nearly always the next power of two.

What it means for the five

The five rows that never settle are now three, and one of the three is the row whose onset was an artefact. So the category “damage that never becomes a pattern” has one or two members that anybody has confidence in, and it has been carried as a group of five through several essays.

Rewriting that is the correction this comparison forces. The group is smaller, its membership is different, and the two rows that left it did so by becoming periodic rather than by being reclassified on a technicality.

The threshold’s other half

Ten degrees is one of two tolerances in this reading and the other has not moved. A class counts as an exception when it sits more than ten degrees from the level the rest share, and over the whole census the classes at the common level are within 5.55° of it while the exceptions are 12.4° and up.

That gap is a factor of 2.2 and the doubling does not narrow it, because it is a gap between levels rather than a gap in how steady a level is. So of the two tolerances in the periodicity reading, one is being squeezed by the run length and the other is not, and the essays quoting them have treated the pair as one number.

Why a classification is worth this much attention

Because everything downstream is counted over it. The exchange thread works on the seventeen rows that carry a clean balanced pair, and whether a row carries one is decided on the same levels the periodicity reading uses. A row that changes sides here can change the denominator there.

In this case it does not: the row that leaves still carries a balanced pair at the shorter length, which is where the exchange was read. But it means the two threads share an instrument, and a change to the instrument moves both.

One cut's profile over 600 organs, with both onsets marked. One mark per organ above the hole, at the angle it sits from where the same organ sits in a control sharing its history. The two vertical rules are where the pattern is said to start: the left one is what a 300-organ run reports and the right one is what this 600-organ run reports. They are not both present. The onset is measured against the levels the classes hold at the end of the run, so a profile that drifts slowly is compared against different levels at each length and the reading moves with the length.
Fig. 8 And a fourth row. Six profiles at two lengths is what the three changes of side are read from.

The one line

Doubling every run moves three rows of thirty across the line between a periodic profile and a ragged one — two into the periodic group by a factor of nine, one out of it by a factor of twenty-eight — while the count moves by one because the changes partly cancel.

The row that leaves is the census’s only four-hop survivor and is independently the worst fit of a scoring made for an unrelated reason, and the gap the threshold sits in narrows from a factor of 1.69 to 1.27.

What links here

Computed from the collection, not written here: the essays that point at this one.

Shares its objects with

Essays that name at least two of the same things, and that neither author linked.

  • A window nobody aligned — both name ablation, artefact, census, claim testing, control, honest limits, measurement, negative result, resolution, rigid hop, summary statistic, tolerance, transient
  • Which chains changed places — both name ablation, census, claim testing, control, honest limits, measurement, negative result, resolution, rigid hop, summary statistic, transient
  • The plateau was a prediction — both name ablation, artefact, claim testing, control, honest limits, measurement, negative result, rigid hop, summary statistic, transient
  • Two regimes above a hole — both name ablation, claim testing, control, honest limits, measurement, negative result, resolution, rigid hop, summary statistic, transient
  • The alternation is not a period — both name ablation, artefact, claim testing, control, honest limits, measurement, negative result, resolution, rigid hop
  • The offsets that never change — both name ablation, census, claim testing, control, honest limits, measurement, negative result, resolution, rigid hop

Named objects

A flat tag is an object no other essay names yet.

AblationArtefactCensusClaim testingClassificationControlDiscriminationHonest limitsMeasurementNegative resultResolutionRigid hopSummary statisticToleranceTransient