Prime Factorization: Free Response
5 questions in parts, 60 points in total. Work each one out on paper, taking a hint if you get stuck. When you have an answer, reveal the answer to check it, and the full solution only if you still want it. The rubric is there so you can mark your own work.
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1. Down the branches of a tree . Foundational, 10 points. Question 1 of 5.
A factor tree records the splitting. Write the number at the top, split it into two factors, draw a branch down to each, and keep working down each branch for as long as there is anything left to split. What ends up at the ends of the branches is what the tree was built to find.
- Part A.
Build a factor tree for , taking as the first split. Carry every branch as far as it will go, then list the numbers standing at the ends of the branches and write the number as a plain product of them.
Write the expression An equation or an expression is enough here. Show how you built it. 3 points
- Part B.
Write that same factorization of in prime-power form, with the primes running from smallest to largest, and check your form by multiplying the powers back out.
Write the expression An equation or an expression is enough here. Show how you built it. 3 points
- Part C.
Now take . Build a factor tree for it, choosing the first split yourself, and give its factorization in prime-power form. Then say how you knew that each branch of your tree had gone as far as it could.
Explain why it works A sentence or two. Reasons, not steps. 4 points
Hints
One at a time, each one a step further than the last. Take only as many as you need.
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Hint 1 of 3
Ask of every number on the tree whether it still has a factor pair other than and itself. If it does, that branch is not finished yet.
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Hint 2 of 3 · Part B
Count how many times each prime turned up at the ends of the branches. That count is exactly what an exponent records.
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Hint 3 of 3 · Part C
Any genuine split of the new number is allowed, so pull off a factor you can see at once and then deal with whatever is left beside it.
That is every hint for this question.
Answer and solution
Check your answer first. If it is wrong, go back to your paper: the worked solution will still be here.
The answer
Part A
The ends of the branches hold , , and , so the product is .
Part B
, and multiplying the powers back out gives .
Part C
. A branch has gone as far as it can when the number standing on it is prime, because a prime has no factor pair besides and itself for the branch to split into.
Not what you got? Look for the slip on your own paper before you open the solution. Finding it yourself is worth more than reading it.
Worked solution
Part A
The first split is handed to you, so the tree starts with two branches:
Neither branch is finished. is composite, and so is : its digit sum is , a multiple of , so divides it. Split each one:
Now look at the four numbers left at the ends: , , and . None of them has a factor pair other than and itself, so no branch can be split again and the tree is complete. Reading the ends from left to right,
Multiplying them back is the check: , then , then .
Part B
Prime-power form collects the equal primes together. The tree produced two copies of , one and one , and an exponent is nothing more than a count of copies:
The and the each appear once, and a prime that appears once is written with no exponent at all, since one copy is what that means. Listing the primes from smallest to largest,
Expanding the power back out checks the bookkeeping: , and , the number the tree started from. Nothing was gained or lost in the rewrite; prime-power form is the same product written more briefly.
Part C
Any genuine split will do, so start with one you can see. Taking , both branches are composite and both split once more:
Every number at the end of a branch is now prime, so the tree is finished. The ends are , , and , and collecting the two copies of into a power gives
What tells you a branch is finished is the number sitting on it, not the shape of the tree. A composite number has a factor pair with both factors bigger than , so it can always be split again; a prime has no such pair, so it cannot. Every number on a tree is bigger than , because is not a genuine split, so each branch ends exactly when its number is prime.
In one line
, and . A branch of a tree is finished exactly when the number on it is prime, since only a composite still has a factor pair to split into.
Another way: Peel the smallest prime off first
Instead of hunting for a split, always take the smallest prime that divides the current number and put the quotient on the other branch. For the first number that gives , then , then :
The tree comes out one-sided, a long staircase rather than a bush, and the collection at the ends is unchanged.
When it is worth it When no split jumps out at you, or when the number is large enough that a wrong guess would cost more than a division. It is also the shape that turns into repeated division, where the same work is kept in a single column.
Rubric
Mark your own paper against this. Give yourself the points for each element you actually wrote down, not the ones you meant to.
Part A 3 points
Completes every required branch of the tree, without an invalid split or a premature stop. . Worth 2 points.
Reports the numbers at the ends of the branches and writes the number as their product, with no composite factor left in it. . Worth 1 point.
Part B 3 points
Collects the repeated prime into a power whose exponent counts the copies, and leaves a prime that appears once without one. . Worth 2 points.
Expands the powers again and lands back on the original number. . Worth 1 point.
Part C 4 points
Carries a tree for the second number down until no branch can be split again, and reports the result in prime-power form. . Worth 2 points.
Explains a finished branch in terms of the number standing on it, saying what a composite number offers for splitting that a prime does not. . Worth 2 points. needs an explanation, not just an answer
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2. One column, one prime at a time . Foundational, 13 points. Question 2 of 5.
Repeated division keeps the whole calculation in a single column. Divide by the smallest prime that fits, divide the new quotient the same way, and carry on until the quotient reaches . The divisibility tests are what make each choice of divisor quick, and the stopping rule from the previous lesson is what limits how many primes you ever have to try.
- Part A.
Find the prime factorization of by repeated division. Take the smallest prime that fits at every step, keep going until the quotient reaches , name the test that told you each divisor would work, and give the answer in prime-power form.
Write the expression An equation or an expression is enough here. Show how you built it. 5 points
- Part B.
Now factor . Apply the digit tests for , and before dividing by anything, then work upward through the primes, and use the stopping rule to decide how far the testing has to go. Give the factorization and say which primes you had to try.
Write the expression An equation or an expression is enough here. Show how you built it. 5 points
- Part C.
A student hands in this work: ", and multiplying that out gives again, so it is the prime factorization of ." The multiplication really is correct. Say precisely what is still wrong with the answer, and give the prime factorization of .
Find and correct the error Say which line first goes wrong, why it is wrong, and then do it correctly. 3 points
Hints
One at a time, each one a step further than the last. Take only as many as you need.
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Hint 1 of 3
Keep the work in one column: divide, then divide the quotient, and let the digit tests for , and choose each divisor for you.
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Hint 2 of 3 · Part B
Once the small primes are ruled out, work upward through the primes starting at , and before each attempt compare the square of the prime with the number itself.
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Hint 3 of 3 · Part C
A prime factorization has to pass two tests, not one. The work in front of you passes the arithmetic test, so check each factor against the other one.
That is every hint for this question.
Answer and solution
Check your answer first. If it is wrong, go back to your paper: the worked solution will still be here.
The answer
Part A
.
Part B
. The primes had to be tried as far as , and would have been the last one worth testing.
Part C
Multiplying back to the number is only half of what is required: is composite, so the product is not built from primes only. Splitting that factor further gives .
Not what you got? Look for the slip on your own paper before you open the solution. Finding it yourself is worth more than reading it.
Worked solution
Part A
The number ends in , so it is even and divides it:
Now is odd, so is finished. Its digit sum is , a multiple of , so divides it, and the digit sum of the quotient, , says that divides that too:
The digit sum of is , not a multiple of , so is finished. It ends in , so divides it, and it does so three times over:
The quotient has reached , so the column is closed. The divisors used, in the order they were used, were , , , , and , so collecting the repeats,
As a check, and , so and .
Part B
Rule out the small primes with the digit tests rather than by dividing. The number is odd, so is out. Its digit sum is , not a multiple of , so is out. It ends in neither nor , so is out.
That leaves the primes above , tried in turn. and , so misses. and , so misses. , one short, so misses. Then comes :
Now factor the quotient. Is prime? is under it and is past it, so only and need testing, and neither divides it. Both factors are prime, so the column is done:
The stopping rule bounds how much work this could ever have been. A prime is worth testing only while is no bigger than the number: is under , while is past it. So was the last candidate, and if none of , , , , , , , had divided the number, it would have been prime itself.
Part C
The arithmetic is sound: and . But multiplying back to the right number is only one of the two things a prime factorization has to do. The other is that every factor written down is prime, and is not: it is , and the splits again.
Carry that branch down:
So the repair is to replace the composite factor by its own primes and leave everything else alone:
Repeated division arrives at the same place from the other end. The number is even, so ; the digit sum of is , so , then , then , which is prime.
The general point is worth keeping. Any product that multiplies back to the number is a factorization of it, and a number has many of those. Only a product built entirely from primes is the prime factorization, and that is the one the theorem promises there is just one of, apart from the order in which the factors are written.
In one line
and , found after testing the primes as far as . The student's product is correct arithmetic but not a prime factorization, since is composite; the prime factorization is .
Rubric
Mark your own paper against this. Give yourself the points for each element you actually wrote down, not the ones you meant to.
Part A 5 points
Divides by a prime at every step and names the test that justified each divisor. . Worth 3 points.
Carries the column down to a quotient of and collects the divisors into prime-power form. . Worth 2 points.
Part B 5 points
Rules the small primes out with the digit tests instead of dividing by each in turn. . Worth 2 points.
Names the prime that finally divides, and checks whether the quotient left behind is prime rather than assuming it. . Worth 2 points. needs an explanation, not just an answer
Uses the stopping rule to say how far the trial division had to run. . Worth 1 point.
Part C 3 points
Confirms that the given product does multiply back to the number, so the fault is located precisely rather than guessed at. . Worth 1 point.
Names the disqualifying factor, says which of the two conditions it breaks, and repairs the work to a product of primes only. . Worth 2 points.
Try a similar problem (Optional)
Same idea, different numbers. Work it on paper, then check yourself the same way.
Find the prime factorization of by repeated division, naming the test that chooses each divisor. Then factor , where the digit tests for , and all fail.
The answer
and .
The first number is even, so start with : and . Now is odd, and its digit sum is , a multiple of , so and . Is prime? is under it and is past it, so only , and need trying, and none of them divides it.
For the second number: it is odd, its digit sum is , and it ends in , so , and are all out. Next, and , so misses. Then , and is prime, since is already past it and none of , , divides it.
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3. Cookies by the pallet . Application, 11 points. Question 3 of 5.
A bakery stacks its cookies in nested containers: a box holds cookies, a crate holds boxes, and a pallet holds crates. Each container count multiplies the one below it, so the totals in this warehouse arrive already written as products.
- Part A.
Give the prime factorization of the number of cookies on one full pallet, in prime-power form, without multiplying the three container counts together first. Then give the number of cookies on the pallet.
Solve and show your work Write each step out, and end with the value and its units. 4 points
- Part B.
A supermarket orders four full pallets of the same kind. Give the prime factorization of the total number of cookies in that order, and the total itself.
Write the expression An equation or an expression is enough here. Show how you built it. 3 points
- Part C.
Explain why factoring each container count separately and pooling the primes has to give the same answer as multiplying the three counts together first and then factoring that single number.
Explain why it works A sentence or two. Reasons, not steps. 4 points
Hints
One at a time, each one a step further than the last. Take only as many as you need.
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Hint 1 of 3
A product is already a partly built factor tree: the numbers being multiplied are its first branches, and each one that is composite still has to come apart.
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Hint 2 of 3 · Part B
The multiplier here is not prime, so ask which primes it brings with it and where they join the pile you already have.
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Hint 3 of 3 · Part C
Two calculations that both end in a product of primes for the same number cannot disagree, and there is a theorem that says exactly why.
That is every hint for this question.
Answer and solution
Check your answer first. If it is wrong, go back to your paper: the worked solution will still be here.
The answer
Part A
A full pallet holds cookies, and .
Part B
, which is cookies.
Part C
Pooling the primes is a factor tree whose first splits happen to be the container counts, and by the Fundamental Theorem of Arithmetic a whole number greater than has only one prime factorization apart from order, so no route down the tree can end in different primes.
Not what you got? Look for the slip on your own paper before you open the solution. Finding it yourself is worth more than reading it.
Worked solution
Part A
A pallet is crates of boxes of cookies, so the count is the product . That product is a factor tree already in progress: its first splits have been handed to you, and each of the three counts is composite, so each splits once more:
Every branch now ends in a prime. Pooling the six of them and collecting the repeats,
For the count itself, multiply the powers out: , then , then cookies on a pallet. Multiplying the container counts directly agrees: and .
Part B
Four pallets hold four times as many cookies as one, so the total is multiplied by a pallet's worth. The factorization does not have to be started again: is not prime, and its own factorization is
So the order adds two more copies of to the primes a single pallet already contributed, and touches nothing else:
The exponent on the grows because an exponent counts copies, and two more copies have joined the pile. Multiplying out, , then , then cookies in the order.
Part C
The two calculations are the same tree entered at different points.
The product of the three counts is the number of cookies on a pallet, so writing that number as is a legitimate way to start its factor tree. Three branches instead of two, but every one of them still has to be carried down. Factoring each count and pooling what falls out is nothing more than finishing those branches:
Multiplying first and then factoring starts the same number from the top with some other first split, and it also stops only when every branch holds a prime.
That the two agree is not luck, and it is not something to be checked case by case. The Fundamental Theorem of Arithmetic says that a whole number greater than has exactly one prime factorization, apart from the order in which the factors are written. Both calculations end in a product of primes equal to the same number, so they must end in the same collection of primes, differing at most in the order they were produced.
In one line
One pallet holds cookies, and four pallets hold cookies. Factoring the container counts and pooling the primes is one factor tree among many for the same number, and uniqueness is what guarantees every route ends in the same primes.
Another way: Multiply first, then divide by primes
Multiply the container counts to get the pallet total, then run repeated division on that single number:
The divisors in order are , , , , , , the same collection the pooled tree produced.
When it is worth it When the numbers being multiplied are small enough to combine in your head, or when you want a second, independent route to the same factorization as a check on the first.
Rubric
Mark your own paper against this. Give yourself the points for each element you actually wrote down, not the ones you meant to.
Part A 4 points
Treats the three container counts as the first splits of a tree and factors each of them, instead of multiplying them out first. . Worth 2 points.
Pools every prime the three counts contribute and collects the repeats into powers. . Worth 1 point.
States the total as a number of cookies on one pallet, not as a bare number. . Worth 1 point.
Part B 3 points
Adds only the primes the extra factor contributes, rather than factoring the whole total from scratch. . Worth 2 points.
Gives both the factorization and the number of cookies it stands for. . Worth 1 point.
Part C 4 points
Identifies the pooled calculation as one factor tree whose first splits are the container counts. . Worth 2 points. needs an explanation, not just an answer
Rules out any dependence on the route by appealing to uniqueness, stating the theorem with the restrictions it carries. . Worth 2 points. needs an explanation, not just an answer
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4. Two starting splits, one objection . Reasoning, 12 points. Question 4 of 5.
Maya begins a factor tree for with the split . Ravi begins his with . Looking at the two first lines side by side, Ravi objects: "We have just written as a product in two different ways. So a number does not have only one factorization, and the Fundamental Theorem of Arithmetic cannot be right."
- Part A.
Carry Maya's split all the way down, and report the factorization her finished tree produces, in prime-power form.
Write the expression An equation or an expression is enough here. Show how you built it. 3 points
- Part B.
Now carry Ravi's split down to primes on its own, without copying anything from the other tree. Set the two collections of end numbers beside each other and describe how they compare.
Compare the two methods Say what each one costs you, and when you would reach for it. 4 points
- Part C.
Respond to Ravi. Say whether his two first lines are prime factorizations at all, then answer his charge by saying what the choice of a first split does and does not decide.
Justify your claim State the claim, then give the reason it has to be true. 5 points
Hints
One at a time, each one a step further than the last. Take only as many as you need.
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Hint 1 of 3
Take the split you are given all the way down: a branch stops only when the number standing on it is prime.
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Hint 2 of 3 · Part B
Work the second tree as though you had never seen the first, then line the two piles up by counting copies of each prime instead of reading them left to right.
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Hint 3 of 3 · Part C
Two different things are being called by one name: a product that multiplies back to the number, and a product whose factors are all prime. Sort out which of them the theorem is about.
That is every hint for this question.
Answer and solution
Check your answer first. If it is wrong, go back to your paper: the worked solution will still be here.
The answer
Part A
.
Part B
Ravi's tree ends in , , , and . The two collections contain the same primes, each appearing the same number of times; only the order in which the branches produced them differs.
Part C
The objection fails: and are unfinished splits, not prime factorizations, since every factor in them is composite. The theorem claims only that a whole number greater than has one prime factorization, apart from the order of the factors.
Not what you got? Look for the slip on your own paper before you open the solution. Finding it yourself is worth more than reading it.
Worked solution
Part A
Start from the split she was given and finish every branch:
The branch holding is composite, and . The branch holding is composite too: it ends in , so divides it, giving , and then .
Every branch now ends in a prime, and the ends are , , , and . Collecting the repeat and putting the primes in order,
Checking: , then , then .
Part B
His first branch is finished in one step, since . The other is not: ends in , so , and then . The ends of his tree are , , , and .
Compare the two collections by counting copies rather than by reading positions. Sorted, Maya's ends are , , , , and Ravi's are , , , , : two copies of and one each of , and on both sides. So both trees deliver
What does differ is the route. Maya's tree passed through , and ; Ravi's passed through , and . Not one of those intermediate numbers survives into the answer, which is the first sign that the route is not part of the result.
Part C
Take the objection in two steps.
First, look at what the two lines actually are. In every factor is composite, and the same is true of . Each is a factorization of in the loose sense that it multiplies back to , but neither is a prime factorization, because a prime factorization is a product in which every factor is prime. They are not two answers; they are two unfinished starts. Products of that loose kind are plentiful, and nobody claims otherwise: is also , and , and .
Second, the finished trees. Both of them ended at
which is what the Fundamental Theorem of Arithmetic requires: every whole number greater than has exactly one prime factorization, apart from the order in which the factors are written.
The reason a first split cannot matter is that a split only decides which branch a prime comes down. It cannot invent a prime the number does not have, since everything on the tree multiplies back to the number at every stage, and it cannot lose one, since no branch is abandoned before it holds a prime and nothing is thrown away along the way. So whatever route is taken, the finished tree is a product of primes equal to , and the theorem says there is only one of those.
In one line
Both trees finish at . Ravi's two first lines are unfinished splits rather than prime factorizations, since all four of their factors are composite, and the theorem, which speaks of whole numbers greater than and of uniqueness apart from order, is exactly what guarantees that the two routes agree.
Rubric
Mark your own paper against this. Give yourself the points for each element you actually wrote down, not the ones you meant to.
Part A 3 points
Carries the given split down until nothing anywhere on the tree can be split again. . Worth 2 points.
Reports the result in prime-power form, with the primes in order. . Worth 1 point.
Part B 4 points
Carries the second split down to primes independently, rather than assuming the first tree's result. . Worth 2 points.
Compares the two collections prime by prime, counting copies, and states what the comparison shows. . Worth 2 points.
Part C 5 points
Classifies the two given lines by testing each of their factors, and separates a product that multiplies back to the number from a product of primes. . Worth 2 points. needs an explanation, not just an answer
Answers the objection itself, saying what a first split does and does not decide about a finished tree, and naming the result that settles it. . Worth 3 points. needs an explanation, not just an answer
Try a similar problem (Optional)
Same idea, different numbers. Work it on paper, then check yourself the same way.
Ana starts a tree for with the split , and Ben starts his with . Finish both trees, then say what the pair shows about the choice of first split.
The answer
Both trees finish at : the first split changes the route and not the primes.
Ana's branches: and , so her ends are , , , and . Ben's branches: , and with , so his ends are , , , and .
Sorted, the two collections are identical, and both give
Neither nor was a prime factorization to begin with, since all four of those factors are composite. Once each tree is finished the theorem applies, and the two agree apart from the order in which the primes came out.
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5. What the theorem does and does not say . Reasoning, 14 points. Question 5 of 5.
The Fundamental Theorem of Arithmetic is easy to state loosely, and the words that get dropped in a loose statement are the ones doing the work. These parts take a loose version of it, then the rule that keeps out of the primes, and then a claim people often assume the theorem makes.
- Part A.
A student writes the theorem as: "Every whole number has exactly one prime factorization." Two separate repairs are needed before that sentence is true. Write the corrected statement, and give a concrete case showing why each repair was necessary.
Find and correct the error Say which line first goes wrong, why it is wrong, and then do it correctly. 4 points
- Part B.
The lesson insists that never appears in a prime factorization. Using as your example, show what admitting as a prime factor would do to the factorizations of that number, and explain how that connects to the uniqueness in part A.
Explain why it works A sentence or two. Reasons, not steps. 5 points
- Part C.
Decide whether this claim is true: if two whole numbers greater than have the same prime factorization, then they are the same number. Then decide whether the same verdict holds when "the same prime factorization" is weakened to "the same primes appear". Justify each decision.
Justify your claim State the claim, then give the reason it has to be true. 5 points
Hints
One at a time, each one a step further than the last. Take only as many as you need.
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Hint 1 of 3
Try a loose statement on the smallest whole numbers first, and then on one number whose primes you have deliberately written down in two different orders.
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Hint 2 of 3 · Part B
Write a factorization of the example, then slip a factor of into it, then another, and ask whether that supply of versions ever has to run out.
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Hint 3 of 3 · Part C
The first claim needs only that a product of a fixed list of numbers has one value. For the weakened one, hunt for two numbers built from a single pair of primes in different quantities.
That is every hint for this question.
Answer and solution
Check your answer first. If it is wrong, go back to your paper: the worked solution will still be here.
The answer
Part A
Every whole number greater than has exactly one prime factorization, apart from the order of the factors. Without the first repair, and are counted, and neither is a product of primes; without the second, would look like two answers.
Part B
, but with admitted you could equally write , or , and so on without end, so no number would have exactly one factorization any more.
Part C
The first claim is true, because multiplying one fixed collection of primes produces one number. The weakened version is false: and use only the primes and , and they are different numbers.
Not what you got? Look for the slip on your own paper before you open the solution. Finding it yourself is worth more than reading it.
Worked solution
Part A
Two phrases are missing, and each is missing for its own reason.
Which numbers it covers. Every prime is at least , so any product of primes is at least as well. No product of primes can therefore equal or , and the sentence has to be restricted to whole numbers greater than . The number is the case that bites in practice: it has no prime factor at all, because every prime is larger than itself, so there is nothing for a factorization of it to be built from.
In what sense it is unique. Take . It can be written
and a reader who counts those as two different prime factorizations has just contradicted the uncorrected sentence. They are the same collection of primes written in a different order, so what the theorem claims is uniqueness apart from order. That is also why prime-power form conventionally lists the primes from smallest to largest: fixing the order makes the one answer look like one answer.
Put together: every whole number greater than has exactly one prime factorization, apart from the order in which the factors are written.
Part B
The number is even, so , and is prime. That is the one factorization the theorem promises.
Now suppose counted as a prime. Multiplying by changes nothing, so every one of
would be a product of "primes" equal to , and the list never ends, because another copy of can always be pushed in. Uniqueness would not merely be dented in an odd case; it would fail for every number at once, and "the" prime factorization would be a phrase with no meaning behind it.
Keeping out costs nothing, since contributes nothing to a product, and it buys back the single answer the theorem is about. That is the bookkeeping reason mathematicians do not count as prime, and it is why a factorization is built only out of numbers that are at least .
Part C
The first claim. Suppose two numbers have the same prime factorization. A factorization is a product, and a product of one fixed collection of numbers has one value, so each of the two numbers equals that value and they are equal to each other. Notice that this direction does not even need the theorem; it is ordinary multiplication.
The theorem is what makes the reverse direction work: one number cannot present two genuinely different prime factorizations, because apart from the order of the factors there is only one to have. Taken together, the two directions are what let a prime factorization be called a fingerprint. It names one number and no other.
The weakened version. Now only the primes that appear are compared, and how many times each appears is thrown away. That is not enough to pin a number down:
Both use the primes and and no others, and the two numbers are plainly different. One such pair is all it takes to retire the weakened claim.
The gap between the two claims is exactly what an exponent records. A prime factorization says which primes appear and how many copies of each; a bare list of the primes keeps only the first half, and it is the second half that tells these two numbers apart.
In one line
The statement needs both "greater than " and "apart from the order of the factors". Admitting as a prime would let any factorization be padded endlessly, which is why is kept out. And while the same prime factorization does force two numbers to be equal, the same primes alone do not, as and show.
Rubric
Mark your own paper against this. Give yourself the points for each element you actually wrote down, not the ones you meant to.
Part A 4 points
Restricts the statement to the numbers the theorem actually covers, and says what goes wrong outside that range. . Worth 2 points. needs an explanation, not just an answer
Repairs the sense in which the factorization is unique, and shows the point with one number written two ways. . Worth 2 points.
Part B 5 points
Gives the factorization of the example and writes out more than one padded version of it. . Worth 2 points.
Connects the demonstrated padding behaviour to the theorem's uniqueness claim and to the classification of . . Worth 3 points. needs an explanation, not just an answer
Part C 5 points
Reaches a verdict on the first claim and supports it well enough to settle it, rather than asserting it. . Worth 2 points. needs an explanation, not just an answer
Reaches a separate verdict on the weakened claim and supports that verdict on its own terms, rather than carrying the first one across. . Worth 3 points. needs an explanation, not just an answer
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