United States v. Soto ( 2015 )


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  •           United States Court of Appeals
    For the First Circuit
    Nos. 13-2343
    13-2344
    13-2350
    UNITED STATES OF AMERICA,
    Appellee,
    v.
    CARMEN SOTO; PEDRO SOTO; and STEVEN SOTO,
    Defendants, Appellants.
    APPEALS FROM THE UNITED STATES DISTRICT COURT
    FOR THE DISTRICT OF MASSACHUSETTS
    [Hon. Mark L. Wolf, U.S. District Judge]
    Before
    Torruella, Thompson, and Kayatta,
    Circuit Judges.
    Matthew A. Kamholtz, with whom Feinberg & Kamholtz, was on
    brief, for appellant Carmen Soto.
    Steven A. Feldman, with whom Feldman and Feldman, was on
    brief, for appellant Pedro Soto.
    Benjamin L. Falkner, with whom Krasnoo*Klehm LLP, was on
    brief, for appellant Steven Soto.
    John M. Pellettieri, Attorney, Appellate Section, Criminal
    Division, United States Department of Justice, with whom Leslie R.
    Caldwell, Assistant Attorney General, Sung-Hee Suh, Deputy
    Assistant Attorney General, Carmen M. Ortiz, United States
    Attorney, John A. Capin, Assistant United States Attorney, and
    Brian A. Pérez-Daple, Assistant United States Attorney, were on
    brief, for appellee.
    August 25, 2015
    TORRUELLA, Circuit Judge.      The Soto family -- Steven and
    his parents Carmen and Pedro1 -- operated a real estate business in
    Lynn,   Massachusetts,   which   they    used   to   orchestrate   several
    fraudulent real estate transactions in late 2006 and early 2007.
    As a result of these transactions, the Sotos were each convicted of
    multiple counts of mail fraud; Steven and Pedro were also convicted
    of multiple counts of aggravated identity theft.          Defendants now
    appeal their convictions, alleging a host of errors before the
    district court.   In addition, Carmen challenges the portion of her
    sentence requiring her to pay almost $800,000 in restitution.         For
    the reasons detailed below, we reject these challenges and affirm.
    I.    Background
    A.   The Fraudulent Transactions
    The Sotos used Paradise Real Estate, the real estate
    brokerage firm they legitimately owned and operated, to conduct a
    number of fraudulent real estate transactions.             Four separate
    transactions underlie the charges in the indictment, but they share
    a common theme.   In each transaction, at least one member of the
    Soto Family used the identity of a third-party individual to
    consummate the "sale" of real estate.      To finance the transaction,
    a loan would be obtained based on an application containing
    1
    Because Steven, Carmen, and Pedro Soto all have the same last
    name, we will refer to them individually by their first name only.
    When referring to them collectively, we will use either "the
    Sotos," "the Soto Family," or "Defendants."
    -2-
    knowingly false information.         Not surprisingly, the loans were
    often not repaid, resulting in the properties entering foreclosure
    soon after the transaction closed.
    In   addition   to   the   Sotos,    three   individuals   played
    important roles in the scheme -- some without their knowledge.
    First was Gregory Bradley.     Bradley, who was a friend of Steven's,
    often played the role of buyer despite his being in prison from
    August 2006 through September 2008.           To overcome this obstacle,
    Steven approached the second repeat player, Kim Litwin.         Litwin is
    Bradley's aunt, and, after consulting with Bradley, she agreed to
    help Steven use Bradley's identity.           Finally, we have Milagros
    Espinal, a notary public.       Without Espinal's knowledge, Steven
    obtained a duplicate notary kit in her name and used the kit to
    make documents appear notarized, and thus legitimate.
    With the key players identified, we can now describe the
    four real estate transactions at issue.
    1.   242 Main Street
    The first relevant transaction took place in Fall 2006
    and involved 242 Main Street in Springfield, Massachusetts -- a
    property owned by Pedro.       Steven arranged for Bradley, through
    Litwin, to purchase the property from Pedro for $182,000.            Someone
    posing as Bradley -- the record is unclear as to who -- spoke to a
    mortgage loan officer by phone and told the loan officer that
    Bradley was a store manager at Drestars barbershop -- a barbershop
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    opened by Steven in Lynn, Massachusetts.               This, of course, was not
    true as Bradley was incarcerated at the time. The loan officer was
    also told that Bradley possessed $14,191 in liquid assets.                    This,
    too, was false.         The $14,191 was actually the amount in Litwin's
    bank account; on Steven's instructions, she had recently added
    Bradley   to     the    account   to     make   it   appear   as    though   he   had
    sufficient assets.
    In November 2006, Steven and Litwin attended the closing
    for the property.         Litwin produced a forged document drafted by
    Steven and "notarized" with the false Espinal notary kit to claim
    power of attorney to conduct the transaction on behalf of Bradley.
    Using the power of attorney, Litwin signed documents confirming the
    false information about Bradley's employment, assets, and intent to
    live in the property as his primary residence.
    2.    55 Lawrence Street
    The next transaction involved 55 Lawrence Street, a
    three-family home in Salem, Massachusetts.                In the fall of 2006,
    Beatrice Jimma Shea, the owner of the property, asked Pedro -- who
    had previously been successful in helping Shea rent a unit in the
    home -- to help her either find a tenant for one of the units or
    sell the property.             Pedro arranged for Shea to enter into an
    agreement with Bradley whereby Bradley would lease 55 Lawrence
    Street    and    have    the    option    of    purchasing    the    property     and
    converting it into condominiums.                 Shortly thereafter, Steven,
    -4-
    posing as Bradley, attempted to convince Shea to sell the property
    to him so he could turn around and sell the units as condominiums.
    When   Shea    refused,   Steven   forged   her   signature   on   numerous
    documents, thus giving Bradley power of attorney to conduct the
    transactions. To make the documents appear legitimate, Steven used
    the fake Espinal notary kit.
    Using these forged documents, the Sotos "sold" each of
    the three units of 55 Lawrence Street to straw buyers.         Pedro sold
    Unit 1 to Pamela Landess in January 2007 after agreeing to pay her
    $8,000 for her participation.       At closing, Steven -- still posing
    as Bradley -- used the forged power of attorney to sign Bradley's
    name as attorney in fact for Shea, the seller.
    Carmen, meanwhile, paid Medelin de la Cruz $10,000 for
    her assistance in purchasing Units 2 and 3 for $225,000 and
    $230,000, respectively.      In preparation for the sales, Carmen and
    Steven submitted de la Cruz's loan applications which substantially
    overstated de la Cruz's salary, failed to disclose de la Cruz's
    prior mortgages, and falsely represented that de la Cruz intended
    to make each unit her primary residence.          The loans were approved,
    and the closings took place in January and February of 2007.          Like
    with Unit 1, Steven attended the Unit 2 closing as Bradley and used
    the forged power of attorney to sign Bradley's name as attorney in
    fact for Shea, the seller.     As for Unit 3, a different approach was
    taken.   Prior to closing, Steven used the fake Espinal notary kit
    -5-
    to transfer title from Shea to Bradley.             Thus, Litwin was able to
    attend the closing for Unit 3 as attorney in fact for Bradley, the
    seller.
    3.   399 Orange Street
    In January 2007, Steven and Pedro arranged for Bradley to
    purchase 399 Orange Street in Springfield, Massachusetts.                 On the
    loan application, Pedro provided his phone number as the contact
    number for Bradley. When the loan officer -- somewhat skeptical of
    the application -- called the number two days before the closing,
    someone purporting to be Bradley answered the phone and verified
    false information.     At the closing itself, Steven signed Bradley's
    name on the loan documents containing the same false information
    that had been verified two days earlier.                  This included, for
    example, that Bradley earned $11,500 each month from his employment
    at   Steven's    barbershop    and   from    his    ownership     of   Aggressive
    Construction -- a fake company formed by Steven in Bradley's name.
    Steven    also   verified   the   accuracy     of   the    loan   application's
    liability section, which omitted any mention of Bradley's mortgage
    for 242 Main Street.
    4.   21 Dudley Street
    Finally,   in     December      2006/January    2007,      Karen   and
    Christopher Faison, the owners of 21 Dudley Street in Haverhill,
    Massachusetts, agreed to allow the Sotos to convert their property
    into three condominiums, to sell the units, and to keep any
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    proceeds above the $365,000 they originally paid for the property.
    The sale of these units began as legitimate sales: Carmen's cousin
    and   her   husband   were   to   purchase    the   first   unit   and   Ángel
    Rodríguez, Carmen's longtime family friend, intended to purchase
    the other two units as investments.          Prior to the closings in May
    2007, however, Rodríguez changed his mind when he realized that the
    mortgage payments would exceed the rent rolls.
    Rodríguez thus informed Carmen that he did not want to go
    through with the purchases, but Carmen proceeded anyway.                  She
    enlisted Yéssica Amaro -- Rodríguez's stepsister and Steven's
    girlfriend -- to execute a forged power of attorney and to attend
    the closings on Rodríguez's behalf.2         With the power of attorney in
    hand, Amaro completed the transactions.             As a result, absent his
    knowledge and despite his intentions to the contrary, Rodríguez
    purchased both units and obtained two loans to do so.
    B.    The Trial Proceedings
    In connection with these four fraudulent real estate
    transactions, the Sotos were charged in a thirteen-count indictment
    on September 8, 2011. Steven was charged with seven counts of mail
    fraud (Counts One, Four, Six, Seven, Ten, Twelve, and Thirteen) and
    six counts of aggravated identity theft (Counts Two, Three, Five,
    Eight, Nine, and Eleven); Pedro was charged with five counts of
    2
    Unlike the other transactions, the fake Espinal notary kit was
    not used to notarize Amaro's power of attorney. Instead, Carmen
    had her cousin, Yaimet Vallejo, notarize the document.
    -7-
    mail fraud (Counts One, Four, Six, Seven, Ten) and three counts of
    aggravated identity theft (Counts Three, Five, and Eleven); and
    Carmen was charged with four counts of mail fraud (Counts Six,
    Seven, Twelve, and Thirteen).
    After a    fourteen-day trial -- the relevant details of
    which are addressed below -- Pedro and Carmen were convicted on all
    counts, while Steven was convicted on every count except the two
    mail fraud counts related to 21 Dudley Street (Counts Twelve and
    Thirteen).        The district court sentenced Steven to sixty-five
    months of imprisonment followed by four years of supervised release
    and   ordered     him   to    pay   $1,055,474     in    restitution.     Pedro,
    meanwhile, was sentenced to forty-eight months of imprisonment,
    three years of supervised release, and ordered to pay $1,055,474 in
    restitution.      Finally, the district court sentenced Carmen to one
    year and one day of imprisonment (six months of which were served
    in home confinement), three years of supervised release, and an
    order to pay $792,559 in restitution.                   All three Sotos timely
    appealed.
    II.   Discussion
    A.    Motion to Suppress
    1.   Relevant Background
    While   law     enforcement     did   not   become   aware   of   the
    fraudulent real estate transactions until 2007, Steven was on their
    radar much earlier in relation to a number of unrelated fraudulent
    -8-
    schemes.    First, on March 16, 2006, Eastern Bank issued a fraud
    alert   after   Steven   and    his   brother,   Pedro,   Jr.,   negotiated
    counterfeit checks.
    Then, a couple weeks later, on April 3, 2006, Motorcycles
    of Manchester reported to New Hampshire authorities that they had
    sold two motorcycles to a male and female using a fraudulent
    cashier's    check   issued     by    St.   Jean's   Credit   Union.     An
    investigation revealed that Steven had recently opened an account
    at the credit union and purchased three official bank checks with
    information similar to the counterfeit check.             When authorities
    showed a Motorcycles of Manchester employee a photo array, she
    stated that two people "looked familiar": Steven and Amaro.
    A similar incident occurred at North Reading Motor Sports
    Inc. On April 12, 2006, the company alerted authorities that on or
    about April 6, 2006, St. Jean's Credit Union had issued a check to
    Steven in the amount of $5.00. However, the check had been altered
    to read $20,350.00 and had been used to purchase two motorcycles
    from North Reading Motor Sports.        In connection with the purchase,
    Steven had submitted a credit application listing Paradise Real
    Estate as his employer.        A third incident with comparable details
    occurred at Kelly Motor Sports in Danvers, Massachusetts, as well.
    On April 28, 2006, after learning that Steven was the
    affiant on documents submitted to the Massachusetts Registry of
    Motor Vehicles, Massachusetts State Police obtained a warrant to
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    arrest Steven, who lived with his parents at 56 Lawrence Road in
    Lynn,   Massachusetts   ("56   Lawrence   Road"   or   the   "Soto   Family
    Residence"). When law enforcement went to arrest Steven, they were
    unable to locate him.    However, one of the officers executing the
    warrant entered a fenced-in area of the property, used a flashlight
    to look into a garage window, and observed a motorcycle with a
    license plate matching one of the motorcycles that had been
    purchased fraudulently and reported stolen.            Based primarily on
    this discovery, the police obtained a search warrant for 56
    Lawrence Road.     The search of the house and a desktop computer
    found inside the house uncovered three stolen motorcycles and a
    significant number of documents, many related to the use of
    counterfeit checks to purchase the motorcycles.               For reasons
    unclear from the record, the authorities never arrested Steven,
    instead continuing their investigation.
    Almost one year later, on February 2, 2007, Steven
    returned to Eastern Bank, this time pretending to be Bradley.           He
    withdrew $9,500 from an account he had opened in December 2006
    under Bradley's name without incident, but due to his odd behavior,
    the bank teller became suspicious and alerted Eastern Bank's fraud
    investigator.    The investigator, recognizing Steven's picture from
    the March 2006 alert, issued another security alert.           Later that
    same day, Steven returned to Eastern Bank and, using a driver's
    -10-
    license and credit card issued in Bradley's name, tried to cash a
    check paid to Bradley.    The bank quickly notified the police.
    When the officers arrived and questioned Steven, he told
    them that Bradley was his friend and business partner and that
    because Bradley was in jail, Bradley had given Steven power of
    attorney.    In support of this claim, Steven showed the officers
    documentation notarized by Espinal.      The bank teller, however,
    informed the police that Steven never claimed power of attorney but
    rather passed himself off as Bradley.   Given this information, the
    officers arrested Steven.
    As they escorted Steven from the bank, the police saw
    Steven gesture to a female sitting inside a grey Chrysler. A short
    while later, at the police station, the officers overheard Steven's
    phone call where he told the listener "[d]on't show up at the
    police station with the Chrysler" and "[c]all Jeff, he'll know what
    to do with the cars."    Despite this warning, Amaro and Litwin soon
    arrived at the police station in the grey Chrysler.   The officers,
    suspicious of both the gesture in the bank parking lot and Steven's
    subsequent phone call, checked the registration for the Chrysler.
    They discovered that it had been purchased just a few days earlier
    -- on January 29, 2007 -- and was registered to Bradley.      Given
    that Bradley was incarcerated at the time and that Steven had just
    attempted to pass himself off as Bradley at Eastern Bank, the
    officers suspected that this registration was also fraudulent, so
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    when Amaro and Litwin confirmed that the Chrysler belonged to
    Bradley, the police seized it.
    An inventory search of the Chrysler uncovered documents
    related to three vehicles purchased in Bradley's name in December
    2006 and January 2007, a Gateway laptop computer, and a document
    seeming to give Steven power of attorney for Bradley.       Subsequent
    investigation by the police discovered that the power of attorney
    was forged and that Steven had claimed to be Bradley when the
    Chrysler was purchased at the dealership.
    On March 30, 2007, United States Secret Service Special
    Agent Trent Everett applied for a search warrant for the Gateway
    laptop.     The affidavit in support of the warrant discussed the
    investigation of Steven prior to the 2006 search of the Soto Family
    Residence, the information obtained in connection with that search,
    the   events   surrounding   Steven's   February   2007   arrest,   the
    investigation following the arrest, and the inventory search of the
    Chrysler.    As to the 2006 search of the Soto Family Residence, the
    affidavit stated as follows:
    6.   Later on April 28, 2006, I accompanied
    local and State Police officers to execute the
    arrest   warrants   for   Steven   and   Pedro
    Soto[, Jr.].    Upon arrival at 56 Lawrence
    Road, an officer saw a motorcycle bearing
    Massachusetts license plate number SZ6659
    through a garage window. Officers immediately
    learned that the motorcycle had been reported
    stolen   on   April   1,  2006   in   Danvers,
    Massachusetts.   After observing that nobody
    appeared to be present at 56 Lawrence Road,
    officers set up a surveillance of the
    -12-
    residence. Officers also obtained, from the
    Lynn District Court, a warrant to search 56
    Lawrence Road.
    7. Also on April 28, 2006, I participated,
    along with officers of the Lyn[n] Police
    Department, North Reading Police Department,
    and Massachusetts State Police, in executing
    the search warrant at 56 Lawrence Road in
    Lynn, Massachusetts. Among the items seized
    during the search warrant were three stolen
    motorcycles, a Dell desk top computer,
    official bank checks, Massachusetts driver's
    licenses   in   various    names,   fraudulent
    documents purporting to have been issued by
    the Massachusetts Registry of Motor Vehicles
    ("RMV"), and counterfeit bank documents. Also
    seized was [a] handwritten document, which
    appeared to [be] Steven Soto's first-person
    account of his participation in various
    criminal activities.
    8. On May 24, 2006, the Lynn District Court
    issued a warrant to search the desk top
    computer seized during the search of 56
    Lawrence Road.    A forensics examination of
    that computer revealed images of checks,
    driver's licenses, a typed version of the
    first-person   account   of   Steven   Soto's
    participation in various criminal activities
    . . . , Massachusetts RMV documents, and
    fraudulent lien releases for vehicles. . . .
    9. The names on the driver's licenses found
    scanned into the computer seized at 56
    Lawrence Road were Christine Escribano . . . ,
    Pedro Soto . . . , Pedro M. Soto . . . and
    Geovany Anthony Jiménez . . . .
    10. It is apparent that the computer seized
    at 56 Lawrence Road was used to generate
    documents used in fraudulent transactions such
    as the one described above. Images of bank
    checks located on that computer match bank
    checks found during the search [of] 56
    Lawrence Road.    They also match counterfeit
    checks that have been used to purchase cars
    and motorcycles. Other document[s] apparently
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    generated by using that computer include
    fictitious employment pay stubs, fraudulent
    lien releases, fraudulent driver's licenses,
    and fraudulent titles of ownership.
    Based on this information and the evidence gathered after Steven's
    February 2007 arrest, the warrant was issued, and the search of the
    laptop uncovered W-2 forms for Carmen and Bradley, pay stubs
    showing payments from Paradise Real Estate to Bradley, and a cable
    bill in Bradley's name.
    On May 16, 2007, Agent Everett applied for a warrant to
    search      the   Soto   Family      Residence     at   56   Lawrence   Road.     The
    affidavit in support of this warrant included the same information
    as    the    warrant     for    the    Gateway     laptop     but   also   contained
    information that law enforcement had subsequently discovered. This
    consisted of: (1) the contents of the Gateway laptop; (2) a website
    advertising an unauthorized raffle for 56 Lawrence Road "mortgage
    free"; (3) that Steven and Pedro had used Bradley's identity to buy
    real estate such as 55 Lawrence Street and 399 Orange Street; and
    (4) recorded phone conversations in February and March 2007 between
    Steven (while incarcerated) and his parents at 56 Lawrence Road
    which discussed criminal activity. The magistrate judge authorized
    the   search      warrant      for    the   Soto   Family     Residence,    and   the
    subsequent search uncovered additional incriminating pieces of
    evidence for all three members of the Soto Family.3
    3
    The parties do not detail what exactly was discovered, but
    Steven alleges that forty-nine of the exhibits introduced at trial
    -14-
    Prior to trial, Defendants filed a motion to suppress the
    evidence seized from the Gateway laptop and from the 2007 search of
    56 Lawrence Road.      They argued that in a separate proceeding
    charging Steven with fraud and identity theft in connection with
    the above-described motorcycles and automobiles, the district court
    had suppressed the evidence obtained during the April 2006 search
    of the Soto Family Residence because it concluded that the officer
    violated Steven's Fourth Amendment rights when he entered the
    curtilage and observed the motorcycle in the garage, and without
    that   knowledge,   there   was   no   probable   cause   to   search   the
    residence.   According to the Sotos, this suppression ruling was
    entitled to collateral estoppel in the present case as well.
    Therefore, the inclusion of the fruits of that search in the
    affidavits supporting the warrants for the subsequent searches of
    the laptop and Soto Family Residence unconstitutionally tainted
    them, requiring suppression of that evidence as well.
    The district court held an evidentiary hearing on the
    motion on January 11, 2013, during which Agent Everett, the
    affiant, testified.    Agent Everett conceded that the April 2006
    search "g[a]ve us a lot of information that we went forward on,"
    but also testified that even without that information, given the
    wealth of other evidence and information the officers had, they
    were seized during the search.
    -15-
    still would have obtained search warrants for the laptop and
    residence.
    On January 14, 2013, the court orally announced its
    ruling.       Though     it   agreed   that    the   Sotos   were   entitled   to
    collateral estoppel as to the suppression of the April 2006 search,
    the   court     denied    the   motion    to    suppress,    finding    it   "not
    meritorious" due to the independent source doctrine.                   As to the
    laptop, the court explained that
    [t]he law enforcement officers were not
    prompted to seek a warrant because of the
    information derived from the unlawful search
    of Lawrence Street in 2006[;] rather they
    would have seized the Chrysler and obtained a
    warrant for the search of the computer without
    that information.
    Law enforcement had substantial reason
    to believe that Steven Soto was involved in
    fraud before April 28, 2006.    Much of that
    information is in the April 28, 2006 search
    warrant . . . . Amaro was described in the
    affidavit in support of that warrant as a
    person in whose name fraudulently-obtained
    vehicles were put. . . .
    In addition, without Paragraphs 6 to
    10, which include suppressed information
    derived from the 2006 search, um, the
    affidavit for the laptop, viewed objectively,
    contains ample information to establish
    probable cause to search the computer.      A
    reasonable magistrate would have issued the
    warrant even if it did not contain any of the
    unlawfully-obtained   information  that   was
    included in the affidavit.
    Its explanation as to the 2007 search of 56 Lawrence Road was
    similar:
    -16-
    Once again I find the government has proven
    that law enforcement was not prompted to get
    the 2007 warrant for Lawrence Road by the
    fruits of the unlawful 2006 search. It would
    have sought that warrant without information
    derived from the 2006 search.     Among other
    things, law enforcement knew that the three
    defendants lived at that residence. The First
    Circuit has recognized that criminals often
    keep    incriminating     items    in   their
    residences. . . . However, there was far more
    than that expert knowledge on the part of
    Everett in this case.
    For   example,   as   recited  in   his
    affidavit, 56 Lawrence Road had been offered
    as a prize in an unlawful raffle . . . . In
    addition,    Steven    Soto's    tape-recorded
    telephone calls from the Essex County jail
    reflected that he was discussing criminal
    activity with his parents while they were at
    Lawrence Road, indicating that they knew of
    his criminal activity and that that would be a
    safe haven or a safer haven for keeping
    evidence of it.     In addition, without the
    information derived from the unlawful search
    in 2006, there was ample evidence establishing
    probable cause to search Lawrence Street.
    2.   The Motion Was Properly Denied
    Steven argues that the district court misapplied the
    independent source doctrine and thus erroneously denied the Sotos'
    joint motion to suppress the evidence seized from the 2007 searches
    of the grey Chrysler and Soto Family residence.   We disagree.
    In Murray v. United States, the Supreme Court explained
    that the Fourth Amendment's "exclusionary rule . . . prohibits the
    introduction of derivative evidence . . . that is the product of
    the primary evidence, or that is otherwise acquired as an indirect
    result of the unlawful search, up to the point at which the
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    connection with the unlawful search becomes so attentuated [sic] as
    to dissipate the taint."      
    487 U.S. 533
    , 536-37 (1988) (internal
    quotation marks omitted).     However, the point of the rule is "in
    deterring unlawful police conduct" and "putting the police in the
    same, not a worse, position that they would have been in if no
    police error or misconduct had occurred."         
    Id. at 537
    (emphasis in
    original) (quoting Nix v. Williams, 
    467 U.S. 431
    , 443 (1984)). The
    exclusionary rule is not meant to be a windfall for a defendant.
    Accordingly, "information which is received through an illegal
    source is considered to be cleanly obtained when it arrives through
    an independent source."      
    Id. at 538-39
    (quoting United States v.
    Silvestri,   
    787 F.2d 736
    ,   739     (1st   Cir.   1986));   see   also
    Silverthorne Lumber Co. v. United States, 
    251 U.S. 385
    , 392 (1920)
    ("Of course this does not mean that the facts thus [illegally]
    obtained become sacred and inaccessible.          If knowledge of them is
    gained from an independent source they may be proved like any
    others . . . .").
    This independent source doctrine applies to both the
    "rediscovery of intangible evidence already discovered" and the
    "reseizure of tangible evidence already seized."          
    Murray, 487 U.S. at 542
    ; see also 
    id. ("So long
    as a later, lawful seizure is
    genuinely independent of an earlier, tainted one . . . there is no
    reason why the independent source doctrine should not apply."). In
    the case of a search warrant premised on an application containing
    -18-
    illegally obtained evidence -- the issue before the Murray Court
    and    before   us    today       --   the   fruits     of     that    search     would   be
    admissible through the independent source doctrine unless (1) "the
    agents' decision to seek the warrant was prompted by what they had
    seen    during"      the    initial     illegal       search    or    (2)   "information
    obtained    during         that   [illegal         search]   was      presented    to     the
    Magistrate and affected his decision to issue the warrant."                             
    Id. We had
    the opportunity to interpret Murray in United
    States v. Dessesaure, 
    429 F.3d 359
    , 365 (1st Cir. 2005).                             After
    detailing Murray and examining its place in Supreme Court Fourth
    Amendment jurisprudence, we looked at the two situations laid out
    in Murray as not justifying the use of the independent source
    doctrine and concluded that they formed a two-prong test.                            As to
    the first prong -- that "the agents' decision to seek the warrant
    was [not] prompted by what they had seen during their initial
    entry" -- we explained that this was a subjective analysis: "would
    these particular police officers have sought the warrant even if
    they had not known, as a result of the illegal search," that
    relevant evidence was present in the apartment.                         
    Dessesaure, 429 F.3d at 369
    .      We cautioned, however, that "it should not be proven
    by purely subjective means."                 
    Id. To the
    contrary, "[i]n making
    the factual determination as to the police officers' intent, the
    district court is not bound by after-the-fact assurances of their
    intent, but instead must assess the totality of the attendant
    -19-
    circumstances     to    ascertain      whether   those   assurances     appear
    'implausible.'"       
    Id. As to
    the second prong -- whether such information
    "affected [the Magistrate's] decision to issue the warrant" -- we
    acknowledged a seeming tension with Franks v. Delaware, 
    438 U.S. 154
    (1978), but ultimately held that
    the Court in Murray did not intend to add
    anything to the pre-existing Franks approach
    to evaluating warrant applications containing
    tainted information . . . . Thus, when faced
    with a warrant containing information obtained
    pursuant to an illegal search, a reviewing
    court must excise the offending information
    and   evaluate   whether   what   remains   is
    sufficient to establish probable cause.
    
    Dessesaure, 429 F.3d at 367
    .
    Steven contends that our determination in Dessesaure that
    the second Murray factor is synonymous with a Franks analysis
    directly contradicts Murray's plain language, and thus cannot
    stand.   This argument is easily dispensed with.            "We have held,
    time   and   again,    that   in   a   multi-panel   circuit,   prior    panel
    decisions are binding upon newly constituted panels in the absence
    of supervening authority [such as a new Supreme Court opinion or an
    en banc decision] sufficient to warrant disregard of established
    precedent."     Muskat v. United States, 
    554 F.3d 183
    , 189 (1st Cir.
    2009) (quoting United States v. Wogan, 
    938 F.2d 1446
    , 1449 (1st
    -20-
    Cir. 1991)).    Steven points to no recent Supreme Court case or en
    banc opinion questioning Dessesaure, and thus it is binding.4
    Steven also argues that, even if Dessesaure is correct,
    the district court misapplied it.          Our review of the district
    court's decision is bifurcated: its determination on prong one --
    whether the agents' decision to seek the warrant was prompted by
    the initial illegal search -- is a factual finding subject to clear
    error review while its prong two determination -- whether the
    information    obtained   during   the    illegal   search   affected   the
    magistrate's decision -- is a legal conclusion reviewed de novo.
    United States v. Siciliano, 
    578 F.3d 61
    , 69 (1st Cir. 2009);
    
    Dessesaure, 429 F.3d at 365
    ; United States v. Weidul, 
    325 F.3d 50
    ,
    51 (1st Cir. 2003).
    Turning to prong one, we find no clear error with the
    district court's conclusions.        Before the illegal April 2006
    4
    We note, however, that even if we were able to revisit
    Dessesaure, such a revisiting would begin with the observation that
    the Second, Third, Fourth, Fifth, Sixth, Seventh, Eighth, and
    Eleventh Circuits have all interpreted Murray the same way, and for
    what it's worth, the Supreme Court has denied petitions for
    certiorari in many of those cases. See United States v. Swope, 
    542 F.3d 609
    , 614 (8th Cir. 2008), cert. denied, 
    555 U.S. 1145
    (2009);
    United States v. Jenkins, 
    396 F.3d 751
    , 760 (6th Cir. 2005), cert.
    denied, 
    546 U.S. 813
    ; United States v. Davis, 
    313 F.3d 1300
    , 1304
    (11th Cir. 2002), cert. denied, 
    540 U.S. 827
    (2003); United States
    v. Markling, 
    7 F.3d 1309
    , 1316 (7th Cir. 1993); United States v.
    Johnson, 
    994 F.2d 980
    , 987 (2d Cir. 1993), cert. denied, 
    510 U.S. 959
    ; United States v. Restrepo, 
    966 F.2d 964
    , 968-70 (5th Cir.
    1992), cert. denied sub nom Pulido v. United States, 
    506 U.S. 1049
    (1993); United States v. Herrold, 
    962 F.2d 1131
    , 1141 (3d Cir.
    1992), cert denied, 
    506 U.S. 958
    ; United States v. Gillenwaters,
    
    890 F.2d 679
    , 681-82 (4th Cir. 1989).
    -21-
    search, law enforcement officials were already investigating Steven
    for fraud and identity theft.      After being alerted by Eastern Bank
    in 2007 that Steven was once again trying to pass counterfeit
    checks, they arrested Steven and escorted him off the premises.
    While doing so, they observed Steven signal to a woman in a grey
    Chrysler and then later overheard Steven on the phone telling the
    listener not to bring the Chrysler to the police station. Thus, it
    is not at all surprising that when the Chrysler nevertheless showed
    up at the police station, the officers wanted to see what was
    inside.   After validly seizing the Chrysler and conducting an
    inventory search, the officers found a power of attorney later
    determined to be forged, documentation that the vehicles were
    registered     in   Bradley's   name   (also   later   determined   to   be
    fraudulent), and the Gateway laptop.       With these forged documents
    located in close proximity to the laptop, and contained in a
    vehicle Steven did not want brought to the station, there is little
    doubt that any reasonable officer would have believed the laptop
    was involved in the fraud and would have wanted to search it.            We
    thus agree with the district court's conclusion that Everett's
    decision to obtain the search warrant was not prompted by the 2006
    search, and therefore there is no clear error.
    We reach the same conclusion regarding the 2007 search of
    56 Lawrence Road.       The district court believed Agent Everett's
    testimony that he would have wanted to search the residence even
    -22-
    without the information learned in the 2006 search: (1) because
    there was ample evidence that Steven was engaged in fraud and
    identity theft; (2) because of his belief that those engaging in
    fraud often keep evidence of the fraudulent activity in their home;
    (3) because of the unauthorized "raffle" offering the Soto Family
    Residence as a "mortgage free" prize; and (4) because of the jail-
    house call between Steven and his parents openly discussing the
    fraud and thus suggesting that they, too, were either involved in
    or aware of the fraud and would thus likely provide a safe haven
    for evidence.   Though this rationale is not as convincing as the
    rationale for obtaining a warrant for the laptop, it was not
    clearly erroneous for the district court to conclude as it did that
    Agent Everett would have still sought the search warrant for 56
    Lawrence Road without the evidence seized during the 2006 search.
    Steven counters that the district court failed to take
    into account all of the new leads and suspects uncovered during the
    2006 search, which he claims "catapulted the investigation . . .
    light years ahead."    But even ignoring everything that happened
    prior to Steven's attempt to pass fake checks at Eastern Bank in
    2007, "the totality of the attendant circumstances" from February
    2007 onward support Agent Everett's assurances.    See 
    Dessesaure, 429 F.3d at 369
    .   Similarly, Agent Everett's candid acknowledgment
    that the 2006 evidence was a factor in his initial decision to seek
    the warrants does not undermine our conclusion.    The question is
    -23-
    not whether the evidence did influence the officer's decision --
    how could it not?5 -- but whether the same decision would have been
    made if the evidence had not been known.                  The district court
    concluded that it would have, and we are not "left with a definite
    and firm conviction" that this was a mistake. See United States v.
    Brake, 
    666 F.3d 800
    , 804 (1st Cir. 2011) ("[C]lear error exists
    only if, after considering all the evidence, we are left with a
    definite and firm conviction that a mistake has been made."
    (internal quotation marks omitted)). Accordingly, prong one of the
    Murray/Dessesaure test is satisfied for both searches.
    As for prong two, the district court correctly concluded
    that with the paragraphs containing the illegal evidence excised,
    there was still enough information to establish probable cause that
    both    "(1) a crime has been committed (the 'commission' element),
    and (2) enumerated evidence of the offense will be found at the
    place to be searched (the 'nexus' element)."                United States v.
    Strother, 
    318 F.3d 64
    , 67 (1st Cir. 2003).               Steven only contests
    the    nexus    element,   however,   so     that   is   where   we   focus   our
    discussion.       For probable cause to exist, "the facts presented to
    the magistrate need only 'warrant a man of reasonable caution' to
    believe that evidence of a crime will be found."             United States v.
    5
    Indeed, given the evidence discovered during the 2006 search and
    the facts presented at the hearing, we would be highly skeptical if
    Agent Everett had testified that the 2006 search had had no impact
    on his decision to seek the 2007 warrants.
    -24-
    Feliz, 
    182 F.3d 82
    , 86 (1st Cir. 1999) (quoting Texas v. Brown, 
    460 U.S. 730
    , 742 (1983) (plurality opinion)).             They do not "demand
    showing that such a belief be correct or more likely true than
    false."    
    Id. (internal quotation
    marks omitted).
    Regarding the search of the laptop, we have little doubt
    that a nexus was established.           As discussed above, the laptop
    accompanied Steven on his trip to commit fraud on Eastern Bank and
    was discovered in a vehicle fraudulently registered to Bradley and
    which Steven had instructed Amaro not to bring to the police
    station.    Located inside this vehicle was not only the laptop, but
    also   a   forged    power   of   attorney   and   fraudulent   registration
    records.    Given the laptop's proximity to the forged documents and
    its    location     in   a   fraudulently    registered   vehicle,   it   was
    reasonable to believe that the laptop might also be an instrument
    of Steven's criminal activity and thus might contain additional
    evidence.    See United States v. Scott, 
    270 F.3d 30
    , 59 (1st Cir.
    2001) (adopting the rationale of United States v. Scott, 83 F.
    Supp. 2d 187, 197 (D. Mass. 2000), that "it is equally reasonable
    to suppose that someone allegedly engaged in bank fraud and
    producing false securities on his computer would have records of
    the bank fraud and false securities on that computer").              Indeed,
    Agent Everett stated as much in his affidavit.            This is sufficient
    to establish the nexus element.         See 
    Feliz, 182 F.3d at 86
    .
    -25-
    There was also probable cause to believe that evidence of
    the fraudulent schemes would be found at 56 Lawrence Road.             Agent
    Everett's affidavit stated that in his "experience and in the
    experience of other [Secret Service] agents, individuals engaged in
    fraud and identity theft keep at their residences records related
    to and used in their criminal activities."          Not only have we time
    and again "endorsed the concept that a law enforcement officer's
    training and experience may yield insights that support a probable
    cause determination," United States v. Floyd, 
    740 F.3d 22
    , 35 (1st
    Cir. 2014) (citing cases), but the additional untainted information
    contained in the affidavit supported this finding.            The affidavit
    noted that the search of the Gateway laptop found in the Chrysler
    uncovered pay stubs from Paradise Realty to Bradley, thus linking
    Paradise Realty -- which was owned and operated by Steven, Carmen,
    and Pedro -- to the fraudulent schemes.        Given that Steven and his
    parents openly discussed criminal activity during Steven's jail-
    house phone call, it was unlikely that Steven was using Paradise
    Realty for his fraud without his parents knowledge, and more likely
    that Carmen and Pedro were involved in these schemes.6            And because
    all   three    lived   at   56   Lawrence   Road,   it   is   a   "practical,
    commonsense" conclusion that they might keep evidence of their
    fraud and identity theft -- such as additional computers, scanners,
    6
    In fact, the affidavit also alleged that Pedro was involved in
    a real estate transaction which fraudulently used Bradley's name.
    -26-
    bank records, and identification documents -- there.                     
    Feliz, 182 F.3d at 86
    ; see also 
    Floyd, 740 F.3d at 35
    ; 
    Scott, 270 F.3d at 59
    (adopting   the     rationale   of   Scott,    83    F.    Supp.    2d    at   197).
    Therefore, there is a sufficient nexus to both the Gateway laptop
    and   the   Soto    Family   Residence,      and    thus    prong   two     of   the
    Murray/Dessesaure test is satisfied.7
    Finding     no   clear   error    with    the    district       court's
    conclusion that Agent Everett's decision to seek the 2007 warrants
    was not prompted by the illegal April 2006 search and concluding
    that there was a sufficient nexus to both the laptop and the Soto
    Family Residence, we hold that there was an independent source for
    the 2007 searches, and thus the evidence seized from the searches
    was admissible.       Accordingly, the district court properly denied
    the Sotos' motion to suppress.
    B.    Double Jeopardy
    1.     Relevant Background
    During the third week of trial, Steven filed a pro se
    motion8 to dismiss all of the charges against him.                  According to
    7
    The government and district court also relied on the fact that
    56 Lawrence Road was featured "as first prize for an unauthorized
    raffle."    However, the raffle instructed purchasers to mail
    payments to the address for Paradise Real Estate, and not the Soto
    Family Residence, so it is unclear to us how this factor supports
    a nexus between the illegal schemes and 56 Lawrence Road.
    8
    Steven's counsel declined to sign the motion as counsel of
    record but agreed to present it to the district court on Steven's
    behalf.
    -27-
    Steven,   the    indictment   violated       the   Fifth   Amendment's   Double
    Jeopardy Clause because the current charges all stemmed from the
    illegal use of the same identities -- Bradley and Espinal -- that
    formed the basis of the prior motorcycle and automobile charges
    (discussed above) he was ultimately convicted of.               See generally
    United States v. Soto, 
    720 F.3d 51
    (1st Cir. 2013) (reviewing his
    prior convictions).     In essence, Steven argued that each count of
    identity theft and fraud was not an isolated event, but rather an
    ongoing conspiracy, and thus he was being twice prosecuted for the
    same crimes in violation of the Fifth Amendment.
    The    district    court   in     its   discretion   opted    not   to
    officially consider Steven's pro se motion,9 noting that pro se
    pleadings by represented defendants are disruptive and that the
    time for motions to dismiss had long since passed.                 Still, the
    district court explained that even if it were to consider Steven's
    pro se motion, the motion would fail for a number of reasons: (1)
    there was no good cause to excuse the requirement that double
    jeopardy motions be filed pretrial; (2) the motion lacked merit
    because the earlier case involved different defendants, different
    victims, and different evidence (though there was some evidentiary
    9
    In United States v. Tracey, 
    989 F.2d 1279
    , 1285 (1st Cir. 1993),
    we explained that because a district court "enjoys wide latitude in
    managing its docket and can require represented parties to present
    motions through counsel," the district court did not abuse its
    discretion in refusing to consider the defendant's pro se motions.
    -28-
    overlap); and (3) there was no prejudice to Steven by his counsel's
    refusal to file the motion.
    2.   Steven Was Not Subject to Double Jeopardy
    On   appeal,   Steven   raises    the   same   double   jeopardy
    argument -- once again through a pro se filing.           This claim lacks
    merit.10   The Double Jeopardy Clause of the Fifth Amendment states
    that no person can "be subject for the same offence to be twice put
    in jeopardy of life or limb."        U.S. Const. amend. V; see also
    United States v. Feliz, 
    503 U.S. 378
    , 385 (1992) ("At its root, the
    Double Jeopardy Clause forbids the duplicative prosecution of a
    defendant for the 'same offence.'").        In deciding whether multiple
    prosecutions under the same statute violate the Due Process Clause,
    we look at whether the crimes were different in place and time,
    whether there was common conduct linking the alleged offenses,
    10
    The government argues that this claim is waived because he did
    not raise his double jeopardy argument prior to trial. However,
    the government relies on a version of Rule 12 of the Federal Rules
    of Criminal Procedure (as well as caselaw interpreting that Rule)
    that has since been amended. The amended Rule 12 eliminated any
    reference to waiver, instead explaining that
    [i]f a party does not meet the deadline for making a Rule
    12(b)(3) motion, the motion is untimely. But a court may
    consider the defense, objection, or request if the party
    shows good cause.
    Fed. R. Crim. P. 12(c)(3). Indeed, the Advisory Committee Notes to
    the 2014 Amendments specifically state that "the Committee decided
    not to employ the term 'waiver'" because the initial rule was never
    intended to "require[] any determination that a party who failed to
    make a timely motion intended to relinquish a defense, objection,
    or request that was not raised in a timely fashion." Rule 12 adv.
    comm. notes to 2014 amend.
    -29-
    whether the individuals involved in each offense were different,
    and whether the evidence used to prove the offenses differed. Id.;
    United States v. DeCologero, 
    530 F.3d 36
    , 71 (1st Cir. 2008);
    United States v. Chagra, 
    653 F.2d 26
    , 29 (1st Cir. 1981).
    Here, there is little question that Steven's multiple
    fraud counts do not implicate double jeopardy.                 Though he was
    charged with multiple counts of fraud under the same section, each
    count involved a different location -- 242 Main Street, 55 Lawrence
    Street, 399 Orange Street, and 21 Dudley Street in the current case
    and Motorcycles of Manchester, North Reading Motor Sports Inc.,
    Kelly Motor Sports, and other car dealerships in his prior case.
    Moreover, each event occurred during a different time -- the frauds
    at issue in the present case occurred on different days between the
    fall of 2006 and the spring of 2007 while the motorcycle and
    automobile fraud began in March 2006.        Each fraudulent scheme also
    involved different participants -- the properties were owned by
    different individuals, the motorcycles and automobiles were owned
    by   different   vendors,   and   the    mortgages     were    obtained   from
    different lenders.     And while there was some overlap in evidence
    amongst the different fraudulent transactions, the evidence for
    each was far from identical.       See 
    Felix, 503 U.S. at 386
    ("[O]ur
    precedents    hold   that   a   mere    overlap   in   proof    between    two
    prosecutions does not establish a double jeopardy violation.");
    
    Chagra, 653 F.2d at 29
    (finding no double jeopardy violation where
    -30-
    the     charged     offenses   occurred          during    different     times,       the
    participants were different, the places differed, and the evidence
    used to prove the offenses differed).
    The same is true regarding each count of aggravated
    identity theft.       Though Steven was charged with multiple counts of
    unlawfully using Bradley's and Espinal's identity, each count was
    tied to a different and distinct underlying felony -- the fraud
    related to the motorcycles and automobiles in the prior case and
    the mail fraud related to each property in the present case.                          As
    the Seventh Circuit explained in the context of an 18 U.S.C.
    § 924(c) gun possession case,
    [b]ecause the statute ties the gun possession
    charge to the underlying drug transaction, the
    unit of prosecution is each predicate offense
    in which a firearm is carried, used, or
    possessed with the intent to further the drug
    crime, as long as there is some meaningful
    difference in the conduct that led to each
    predicate offense. So in a case involving two
    drug offenses based on separate and distinct
    conduct, a defendant's carrying of a gun
    during   each   of  them   constitute[s]   two
    violations of section 924(c).
    United    States     v.   Cejas,    
    761 F.3d 717
    ,    731   (7th       Cir.   2014)
    (alteration in original) (internal citations and quotation marks
    omitted).     The same logic applies here.                The aggravated identity
    theft     statute     makes    it   unlawful        to     "knowingly    transfer[],
    possess[],     or    use[],    without      lawful        authority,     a    means    of
    identification of another person" "during and in relation to any
    enumerated felony violation enumerated in subsection (c)."                             18
    -31-
    U.S.C. § 1028A(a)(1) (emphasis added).            Mail, bank, and wire fraud
    are all enumerated felonies.           See 
    id. § 1028A(c)(5).
        Because each
    use of Bradley's and Espinal's identity was distinct and in
    furtherance of a different fraudulent scheme,11 each use constitutes
    its own violation of § 1028A.            Steven's convictions therefore do
    not stem from the same criminal conduct, and thus there is no
    double jeopardy concern.
    C.   Shea's Comments
    1.     Relevant Testimony
    One of the government witnesses was Shea, the owner of 55
    Lawrence Street.         She testified that Steven, pretending to be
    Bradley, attempted to obtain her signature on documents which would
    have    allowed    him   to     sell    her    property   as   three    separate
    condominiums. Shea refused to sign the documents and also secretly
    recorded the conversation.             This recording was played at trial,
    during which Steven was heard telling Shea that her refusal to sign
    could   likely    result   in    a     federal   investigation.        Shea   then
    responded to Steven that "[t]hey will find out the truth."                    When
    the prosecutor asked Shea to explain her comment, Shea testified
    11
    Steven also seems to argue that these were not independent
    schemes, but rather one overarching conspiracy. Even if this were
    true -- something we need not decide -- his argument would still
    fail. "A substantive crime and a conspiracy to commit that crime
    are not the 'same offence' for double jeopardy purposes." 
    Felix, 503 U.S. at 389
    ; see also 
    DeCologero, 530 F.3d at 71-72
    (finding no
    double jeopardy violation in successive RICO prosecutions where the
    enterprise was the same but the pattern of racketeering activity
    was not); see also 
    Cejas, 761 F.3d at 730-31
    .
    -32-
    that she felt Pedro and Steven "were tricking" her and that she had
    put her "trust in Pedro to sell [her] house" but that "they were
    trying to steal [her] house from [her] and sell it and keep the
    money for themselves."
    During cross-examination, Steven's counsel asked whether
    Shea had spoken with John Briggs, an attorney, about the lease-
    with-option-to-purchase agreement with "Bradley."             She avoided
    answering the question, instead testifying that Briggs had told her
    that Pedro was "not an honest person" and that it was because of
    this statement that she "refused to sign the paper."             Steven's
    counsel asked Shea to listen to his specific question, but Shea
    again refused to respond, instead stating that she "do[es]n't trust
    him."   The district court then instructed Shea to "[l]isten to the
    question.    Say what is necessary to answer that question.         Don't
    say anything else."
    2.   Standard of Review
    Pedro argues that this testimony contained inadmissible
    character evidence, hearsay, and lay opinions, in violation of
    Rules 404, 801, 802, and 701 of the Federal Rules of Evidence,
    respectively.     He also contends that it was unduly prejudicial
    under Rule 403 of the Federal Rules of Evidence.            Because Pedro
    never objected at trial, our review would ordinarily be for plain
    error. See United States v. Rodríguez-Adorno, 
    695 F.3d 32
    , 38 (1st
    Cir.    2012).    However,   Pedro    claims   that   the   objection   was
    -33-
    nevertheless preserved -- and thus subject to abuse-of-discretion
    review -- because the district court sua sponte interjected,
    essentially objecting for Pedro.        This argument lacks merit.
    Assuming without deciding that a party need not repeat an
    objection already noted and acted upon by a trial judge sua sponte,
    here nothing the trial judge said obviated the need to raise and
    preserve the different points Pedro now wishes to raise for the
    first time on appeal.      See Fed. R. Evid. 103(a); United States v.
    Wallace, 
    461 F.3d 15
    , 35 n.11 (1st Cir. 2006) ("Because that
    objection    was    on   different    grounds,   however,   we   deem   the
    defendant's present argument of error, raised for the first time on
    appeal, as unpreserved.").           Pedro alleges that the challenged
    statements were inadmissible because they contained character
    evidence, hearsay testimony, lay opinion testimony, and were unduly
    prejudicial.       The district court's interjection, however, had
    nothing to do with these claims of error.          Shea was refusing to
    answer Steven's counsel's question and was instead opting to opine
    on topics beyond the question's scope.           By instructing Shea to
    listen to what was being asked and only answer that question, the
    district court was simply attempting to keep Shea on topic; it was
    taking no views on whether Shea's beyond-the-scope comments would
    be inadmissible if relevant to the question asked.
    Accordingly, our review is for plain error.          Rodríguez-
    
    Adorno, 695 F.3d at 38
    .     Under this review, we will only reverse if
    -34-
    "(1) an error occurred (2) which was clear or obvious and which not
    only (3) affected [] substantial rights, but also (4) seriously
    impaired the fairness, integrity, or public reputation of judicial
    proceedings."            
    Id. (alteration in
    original) (internal quotation
    marks omitted).
    3.    There Was No Plain Error
    Pedro has failed to show that Shea's comments amount to
    plain error.         First, Shea's comments were not improper character
    evidence prohibited by Rule 404.                  While the Rule does prohibit
    "[e]vidence of a person's character or character trait . . . to
    prove that on a particular occasion the person acted in accordance
    with    the    character        or   trait,"     evidence     of   bad   acts    may   be
    admissible         for    other      purposes,    such   as    to    prove      "motive,
    opportunity, intent, preparation, plan, [or] knowledge."                        Fed. R.
    Evid. 404(a),(b); see also United States v. Joubert, 
    778 F.3d 247
    ,
    254 (1st Cir. 2015) ("The rule prohibits the prosecution from
    introducing evidence that is extrinsic to the crime charged solely
    for    the    purpose      of   showing    villainous       propensity."     (internal
    quotation marks omitted)); United States v. George, 
    761 F.3d 42
    , 58
    (1st Cir. 2014) (finding a recording discussing other bad acts
    admissible because it painted a picture of the witness's and
    defendant's relationship).                Shea's comments were not made to
    establish that Pedro was a dishonest trickster trying to steal her
    house, but rather were made to explain her reasons for telling
    -35-
    Steven "[t]hey will find out the truth" and for refusing to sign
    the documents to convert her property into condominiums. Thus, the
    statements served an important non-propensity purpose -- namely
    Shea's explanation and motivations for acting the way she did --
    and were not improper character evidence.
    For similar reasons, Shea's statement that Briggs told
    her Pedro was "not an honest person," is not improper hearsay
    testimony. For evidence to be hearsay, and thus inadmissible under
    Rule 802 of the Federal Rules of Evidence, the evidence must be "a
    statement, other than one made by the declarant while testifying at
    the trial or hearing, offered in evidence to prove the truth of the
    matter asserted."     United States v. Cruz-Díaz, 
    550 F.3d 169
    , 176
    (1st Cir. 2008) (internal quotation marks omitted); see also Fed.
    R. Evid. 801(c).       While Briggs's comment was an out-of-court
    statement, it was offered to explain Shea's rationale for refusing
    to sign the documents presented by Steven -- and not to prove
    Pedro's dishonesty.     Accordingly, it was not hearsay.           See Cruz-
    
    Díaz, 550 F.3d at 176
    ("Out-of-court statements offered not to
    prove the truth of the matter asserted but merely to show context
    -- such as a statement offered for the limited purpose of showing
    what   effect   the   statement   had   on   the   listener   --    are   not
    hearsay.").
    We also disagree with Pedro's contention that Shea's
    comments that Pedro was "tricking" her and "trying to steal" her
    -36-
    house and "keep the money for themselves" was improper opinion
    testimony.   A lay witness may testify as to her opinion if it is
    "(a) rationally based on the witness's perception; (b) helpful to
    clearly understanding the witness's testimony or to determining a
    fact in issue; and (c) not based on scientific, technical, or other
    specialized knowledge . . . ." Fed. R. Evid. 701. Shea's testimony
    stemmed from her perception of what the Sotos were doing, it was
    helpful to explain why the Sotos might be trying to split and sell
    the property as three condominiums without Shea's involvement or
    consent, and it involved no special or technical knowledge.            We
    therefore think that this testimony is on the acceptable side of
    what is admissible, but even if it did cross the line, it did so
    ever-so-slightly, and thus is in no way a "clear" or "obvious"
    error establishing plain error.      See Rodríguez-
    Adorno, 695 F.3d at 38
    .
    Not to be deterred, Pedro argues that regardless of its
    admissibility, the evidence should still have been excluded under
    Rule 403, which allows a district court to exclude otherwise
    admissible   evidence   "if   its   probative   value   is   substantially
    outweighed by 'the danger of unfair prejudice.'"        United States v.
    Varoudakis, 
    233 F.3d 113
    , 121 (1st Cir. 2000) (quoting Fed. R.
    Evid. 403). "Unfair prejudice," however, is reserved for "evidence
    that invites the jury to render a verdict on an improper emotional
    basis" or for evidence that is "shocking or heinous" and "likely to
    -37-
    inflame the jury."       
    Id. at 122
    (internal quotation marks and
    citations omitted).     Nothing that Shea testified to rises to this
    level.
    Accordingly, the admission of Shea's testimony was not
    plain error.
    D.   The GAO Report
    1.   Relevant Background
    Carmen and Steven pursued a "condonation" -- or good
    faith -- defense, arguing that they lacked the intent to defraud
    because the mortgage lenders were aware of and tacitly approved of
    the Sotos' conduct.12     According to the Sotos, because mortgage
    lenders were so focused on making as many loans as possible which
    they could then turn around and resell into securitizations,
    underwriting standards were lax and the lenders were not interested
    in what information the borrower provided or even if the loan would
    default.   Carmen and Steven made this argument mostly through
    cross-examination of government witnesses, though the Sotos also
    tried to introduce a report from the Government Accountability
    Office ("GAO") which concluded that
    [t]he role of nonbank mortgage lenders in the
    recent financial collapse provides an example
    of a gap in our financial regulatory system
    resulting from activities of institutions that
    were generally subject to little or no direct
    oversight   by   federal  regulators.      The
    12
    Pedro's defense, meanwhile, contended that all of the closings
    were legitimate.
    -38-
    significant participation by these nonbank
    lenders in the subprime market -- which
    targeted products with riskier features to
    borrowers with limited or poor credit history
    -- contributed to a dramatic loosening in
    underwriting standards leading up to the
    crisis.
    (footnote omitted).      According to the Sotos, the GAO Report
    "encapsulate[d] the entire defense" and was probative "on the issue
    of what the climate was during this period of time."     The district
    court disagreed, excluding the report under Rule 403 of the Federal
    Rules of Evidence.    According to the district court,
    The GAO report says nothing about the
    particular lenders in this case, it only, in
    the proffered excerpt, mentions a "dramatic
    loosening of underwriting standards." That's
    a general observation. The report, as I said
    yesterday, as a whole focuses on the need for
    better federal regulation.
    Assuming without finding that the GAO
    report is a public record admissible under
    Rule 803[8], I find that Rule 403 operates to
    exclude it. It has little, if any, probative
    value with regard to the particular lenders
    involved in this case.    The defendants have
    evidence that one lender knew that Landess was
    not moving into the property at issue.      So
    it's   my  present   intention   to   give   a
    [condonation] instruction.    And the excerpt
    wouldn't be sufficient to get the instruction
    if the evidence were otherwise insufficient.
    I find that any probative value of the
    GAO report is substantially outweighed by the
    risk of confusion of the issues and the risk
    that its admission would cause the jury not to
    understand or follow the proper [condonation]
    instruction I intend to give and would
    therefore be unfairly prejudicial.     I also
    find that it has no probative value with
    regard to materiality, which is an objective
    -39-
    test, and the analysis is essentially the
    same.
    2.   The District Court Did Not Abuse Its Discretion
    The Sotos all claim that this report was improperly
    excluded under Rule 403.     We disagree.    As discussed above, Rule
    403 of the Federal Rules of Evidence allows a court to "exclude
    relevant   evidence   if   its   probative   value   is   substantially
    outweighed by a danger of one or more of the following: unfair
    prejudice, confusing the issues, misleading the jury, undue delay,
    wasting time, or needlessly presenting cumulative evidence."      Fed.
    R. Evid. 403.    This "balancing act . . . is a quintessentially
    fact-sensitive enterprise" which the district court is in the best
    position to make.     
    Joubert, 778 F.3d at 255
    .       Accordingly, we
    review for abuse of discretion,13 keeping in mind that "[o]nly
    rarely and in extraordinary compelling circumstances will we, from
    the vista of a cold appellate record, reverse a district court's
    on-the-spot judgment concerning the relative weighing of probative
    value and unfair effect."    United States v. Vizcarrondo-Casanova,
    
    763 F.3d 89
    , 94 (1st Cir. 2014) (alteration in original) (internal
    quotation marks omitted); see also United States v. Cruz-Feliciano,
    
    786 F.3d 78
    , 88 (1st Cir. 2015).
    13
    While Carmen objected to the exclusion of the GAO report at
    trial -- thus entitling her to abuse-of-discretion review -- Pedro
    and Steven failed to join Carmen's objection. We need not decide
    whether Carmen's objection preserved the issue for Pedro and
    Steven, however, because the argument fails regardless of the
    standard of review.
    -40-
    Here, the Sotos wanted to introduce a nine-page excerpt
    from a GAO report that discussed, very broadly, the need for
    tighter federal regulation of mortgage lenders.    As part of this
    analysis, the report noted the trend of loosening underwriting
    standards in an attempt for lenders to issue, and in turn sell and
    securitize, more mortgages.   But as the district court correctly
    noted, the fact that lenders were loosening their standards and
    issuing riskier mortgages is a far cry from saying that the lenders
    did not care about a borrower's risk profile or that they condoned
    (and actually encouraged) loan applicants to lie on applications.
    The GAO report does not make this leap, and even if it had, the
    report only speaks broadly about national trends; nothing in the
    report connects these trends to the specific lenders defrauded
    here.   Thus, we agree with the district court that the probative
    value of the report was minimal. See United States v. Tetioukhine,
    
    725 F.3d 1
    , 8 (1st Cir. 2013) (upholding the district court's
    exclusion of expert testimony on Russian culture under Rule 403
    because Russian culture is a broad topic and the intended testimony
    that the citizens of the Soviet Union perceived America as "a free
    country" would be both vague and unhelpful); Banco Popular de P.R.
    v. ACEMLA, 
    678 F.3d 102
    , 112 (1st Cir. 2012) (affirming the
    district court's exclusion of a series of judgments because none of
    the judgments concerned the four songs that were at issue in the
    -41-
    copyright infringement case); United States v. Josleyn, 
    206 F.3d 144
    , 148 (1st Cir. 2000).
    On the flip side, the district court concluded that the
    risk of prejudice was high because the GAO report could confuse the
    jury when the district court instructed it on condonation.   Given
    that the condonation defense requires condonation by the specific
    party aggrieved and the GAO report only speaks in broad, national
    terms, it was entirely reasonable for the district court to worry
    that the admission of the GAO report would improperly influence the
    jury's understanding of the lending practices of the actual lenders
    defrauded by the Sotos.       See Banco 
    Popular, 678 F.3d at 112
    (affirming the exclusion of judgments because "mentioning these
    rulings by name and in detail could give the jury a misimpression
    of the evidence before it").
    The district court found that the GAO report had minimal
    probative value while at the same time created a high risk that the
    jury could confuse or misunderstand the condonation defense.      We
    see nothing "extraordinarily compelling" with this case which would
    require us to second-guess the district court's conclusions and re-
    balance each consideration.    The district court did not abuse its
    discretion, and thus we affirm the exclusion of the GAO report.
    E.   The Sufficiency of the Evidence
    Steven argues through his supplemental pro se brief that
    the district court erred in denying the Sotos' joint Rule 29 motion
    -42-
    for judgment of acquittal.      According to Steven, the government
    failed to provide sufficient evidence proving the "mailing element"
    of the mail fraud charges.      We review this claim de novo, United
    States v. Marston, 
    694 F.3d 131
    , 134 (1st Cir. 2012), and reject
    it.
    The crime of mail fraud includes three elements:      "(1) a
    scheme to defraud based on false pretenses; (2) the defendant's
    knowing and willing participation in the scheme with the intent to
    defraud; and (3) the use of interstate mail . . . communications in
    furtherance of that scheme."      United States v. Hebshie, 
    549 F.3d 30
    , 35 (1st Cir. 2008) (alteration in original) (internal quotation
    marks omitted).
    This last element, known as the "mailing element," has
    two parts.    First, the defendant must "cause the use of the mails,
    which   includes   reasonably   foreseeable   mailings."     
    Id. at 36
    (emphasis in original).      "It is not necessary to prove that the
    defendant personally executed the mailings, but merely that the
    defendant 'caused the mailing by doing some act from which it is
    reasonably foreseeable that the mails will be used.'"              United
    States v. Pimental, 
    380 F.3d 575
    , 584 (1st Cir. 2004) (quoting
    United States v. Bruckman, 
    874 F.2d 57
    , 60 (1st Cir. 1989)).         This
    includes knowing (or at least reasonably foreseeing) that the mail
    is often used in the ordinary course of business.      
    Id. -43- Second,
      the    defendant     must     "use      the    mails   for    the
    purpose, or in furtherance, of executing the scheme to defraud."
    
    Hebshie, 549 F.3d at 36
    (emphasis in original).                    This requirement
    "is to be broadly read and applied."            Id.; see also United States
    v. Pacheco-Ortiz, 
    889 F.2d 301
    , 305 (1st Cir. 1989) (explaining
    that this language "has been given a 'liberal construction' by this
    court and others"). "To further [a defendant's] fraudulent scheme,
    the mailings need not be an essential element of the scheme.                      They
    simply must be sufficiently closely related to the scheme such that
    they are incident to an essential part of the scheme or a step in
    the   plot."    
    Hebshie, 549 F.3d at 36
       (alteration,         internal
    citations, and internal quotation marks omitted). So long as there
    is a "connection or relationship" between the mailing and the
    fraudulent scheme and the mailing was "part of the execution of the
    scheme as conceived by the perpetrator at the time," the "in
    furtherance" prong is satisfied.          
    Id. In reviewing
       Steven's      claim      that    the     evidence     was
    insufficient to establish the "mailing element," we look to see
    "whether, after assaying all the evidence in the light most amiable
    to the government, and taking all reasonable inferences in its
    favor, a rational factfinder could find, beyond a reasonable doubt,
    that the prosecution successfully proved the essential elements of
    the crime." 
    Id. at 35
    (internal quotation marks omitted); see also
    United States v. Royal, 
    100 F.3d 1019
    , 1028 (1st Cir. 1996).                        We
    -44-
    have undertaken this process and conclude that the government
    clearly    provided    sufficient    evidence    to   satisfy   the   mailing
    element.
    The Sotos' scheme essentially consisted of sham real
    estate transactions conducted in order to procure fraudulent loans
    which would then default.           For each of the four properties at
    issue, the government presented witnesses who testified that the
    closing    documents   (which   were   also     introduced   into   evidence)
    instructed the lenders' attorney to send the executed closing
    documents to the lenders' physical address.             The witnesses also
    testified that, as instructed, they mailed those documents --
    either through FedEx, UPS, or the United States Postal Service14 --
    to the lender per their usual course of business.            Though none of
    the Sotos personally mailed anything, they arranged for all the
    transactions to occur and signed all the necessary documents.
    Given the documents' instructions to mail the closing documents,
    the witnesses' testimony that they did in fact mail the documents,
    and the Sotos' participation in the real estate market (both
    through these schemes and their legitimate real estate brokerage
    firm Paradise Real Estate) whereby closing documents are mailed as
    part of the ordinary course of business, there is little question
    14
    It makes no difference whether the lender used the United States
    Postal Service or a private carrier.       The mail fraud statute
    applies to items "sent or delivered by the Postal Service, or . . .
    sent or delivered by any private or commercial interstate carrier."
    18 U.S.C. § 1341.
    -45-
    that the jury could conclude that the Sotos knew -- or at the very
    least foresaw -- that a mailing that would not otherwise have
    occurred would occur precisely because of the manner in which the
    Sotos sought to complete their fraud.    See 
    Pimental, 380 F.3d at 584
    ; 
    Royal, 100 F.3d at 1019
    (finding that it was reasonable for
    jury to conclude that it was foreseeable that mails would be
    utilized where "in the ordinary course of business, admissions and
    federal student financial aid applications . . . would be sent
    . . . . through the mails"); United States v. Contenti, 
    735 F.2d 628
    , 631 (1st Cir. 1984).   Contrary to Steven's suggestion, it was
    not necessary for the government to have submitted records from
    FedEx, UPS, and the United States Postal Service confirming the
    mailings.    While this is certainly one way the government could
    have proven the point, its decision to instead call the witnesses
    who participated in the closings and mailings is just as effective.
    Thus, the first prong of the mailing element -- that the Sotos
    caused the use of the mails -- was satisfied.
    The same is true for the "in furtherance" prong.   Given
    the broad interpretation of "in furtherance," the mailings were
    clearly a "step in the plot" necessary to execute the scheme.
    
    Hebshie, 549 F.3d at 36
    .    The closings could not be completed --
    and thus the fraudulent loans could not be processed and disbursed
    -- until the lender received the executed documents.   We have held
    on numerous occasions that the transmission of executed documents
    -46-
    is sufficient to satisfy the "in furtherance" requirement of mail
    fraud, and this is just another such example.              See, e.g., 
    id. ("Courts have
    generally held that mailings sent in connection with
    insurance claims further an insurance fraud scheme."); 
    Royal, 100 F.3d at 1029-30
    (holding that mail fraud was established where
    documents   containing     misstated    or   fraudulent   information   for
    student loans were sent via mail); 
    Contenti, 735 F.2d at 632
    (finding that proof of loss sent to insurance broker furthered the
    scheme); United States v. Martin, 
    694 F.2d 885
    , 890 (1st Cir. 1982)
    (holding that the mailing of falsified insurance applications "were
    an integral part of appellant's ongoing scheme to defraud" and thus
    satisfy the "in furtherance" requirement).
    Accordingly,    both   requirements     of    the   mail   fraud
    statute's "mailing element" were satisfied, and thus there was
    sufficient evidence to sustain the convictions.           The Sotos' joint
    Rule 29 motion was properly denied.
    F.   Jury Instructions
    1.   Relevant Background
    In support of their condonation defense, Steven and
    Carmen requested that the district court instruct the jury on both
    good faith and condonation.            After concluding that they had
    presented sufficient evidence by which a jury could accept this
    theory, the district court agreed to provide the instructions.           At
    the charge conference held on June 19, 2013 -- the day before
    -47-
    closing arguments -- the district court previewed its instructions.
    With regard to good faith and condonation, the instruction read as
    follows:
    To act with intent to defraud means to act
    with intent to deceive someone in order to
    obtain money or property. Since an essential
    element of the crime charged is intent to
    defraud, it follows that good faith on the
    part of the defendant is a complete defense to
    a charge of mail fraud.
    . . . .
    A defendant, however, has no burden to
    establish his or her good faith . . . .
    Rather, the burden is on the government to
    prove fraudulent intent and consequent lack of
    good faith beyond a reasonable doubt. . . .
    In considering whether or not a
    defendant acted in good faith, you are
    instructed that any belief by a defendant that
    ultimately everything would work out so that
    no one would lose any money does not require a
    finding by you that he or she acted in good
    faith. No amount of honest belief on the part
    of the defendant that the alleged scheme would
    ultimately    benefit   the   people    and/or
    institutions involved will excuse fraudulent
    actions or false representations and material
    -- false representations by a defendant to
    obtain money.
    In this case the defendants argue that
    the mortgage lenders each knew and condone,
    that is, gave tacit approval to the conduct in
    which defendants are alleged to have engaged.
    The mortgage lenders' knowledge or tacit
    approval of the commission of an offense does
    not by itself constitute a defense or an
    excuse for the crime of mail fraud. However,
    any evidence that a mortgage lender knew of
    the allegedly fraudulent scheme or of an
    alleged    material   false    statement   and
    nevertheless granted a requested loan, may be
    -48-
    considered by you on the issue of whether the
    government has proven that a defendant had the
    intent to defraud necessary to have committed
    the alleged mail fraud at issue.          Each
    defendant contends that each of the mortgage
    lenders involved in this case knew of and
    condoned the activities in question and
    therefore that he or she did not possess the
    required intent to commit the crimes of mail
    fraud with which he or she is charged. The
    defendant has no duty to prove to you that
    this contention is correct, rather the burden
    is always on the government to prove each
    element of each offense charged beyond a
    reasonable doubt, including the element of
    intent.
    After previewing the instruction, the district court
    asked   the   parties      if    "there    [was]    any    reaction       to   that
    instruction?"      Carmen's counsel stated "[n]ot from me," while
    Steven's    and    Pedro's      counsels   remained     silent.       The      court
    acknowledged that the instruction was not word-for-word what the
    Sotos had requested but still felt it was "essentially what [they
    were] looking for."        The district court then gave the parties one
    last opportunity to object, and when nobody did, the district court
    moved on.
    The following day, the district court instructed the jury
    in   line   with   these     instructions.         It   also   gave   a     lengthy
    instruction on reasonable doubt:
    As you've heard me say repeatedly, the burden
    is on the government to prove beyond a
    reasonable doubt a defendant is guilty of the
    charge made against him or made against her.
    The burden of proof has nothing to do with who
    called witnesses or the number of exhibits,
    one side or the other, introduced[;] it has to
    -49-
    do with the quality of the evidence. Proof
    beyond a reasonable doubt is a strict and
    heavy burden, but it does not mean that a
    defendant's guilt must be proved beyond all
    possible doubt.    It does require that the
    evidence   exclude   any   reasonable  doubt
    concerning a defendant's guilt.
    A reasonable doubt may arise not only
    from the evidence produced, but also from the
    lack of evidence produced by the government.
    Reasonable doubt exists when, after weighing
    and considering all the evidence, using reason
    and common sense, jurors cannot say that they
    have a settled conviction of the truth of the
    charge.
    Of course a defendant is never to be
    convicted on suspicion or guesswork. If, for
    example, you view the evidence in the case as
    reasonably    permitting    either   of    two
    conclusions, one that a defendant is guilty as
    charged, the other that the defendant was not
    guilty, you will find the defendant not
    guilty.     It is not sufficient for the
    government to establish a probability, though
    a strong one, that an element of an offense
    charged, a fact necessary to prove an offense
    charged, is more likely to be true than not
    true. That is not enough to meet the burden
    of proof beyond a reasonable doubt. On the
    other hand, there are very few things in this
    world that we know with absolute certainty and
    in criminal cases the law does not require
    proof that overcomes every possible doubt.
    So concluding my instructions on the
    burden then, I instruct you that what the
    government must do to meet its heavy burden is
    to establish the truth of each part of each
    offense charged by proof that convinces you
    and leaves you with no reasonable doubt and
    therefore   satisfies   you   that  you   can,
    consistent with your oath as jurors, base your
    verdict upon it.       If you find that a
    particular charge against a defendant has been
    proven beyond a reasonable doubt, you will
    return a verdict of guilty on that charge. If
    -50-
    on the other hand you think there is a
    reasonable doubt about whether a defendant is
    guilty of a particular offense, you must give
    the defendant the benefit of that doubt and
    find the defendant not guilty of that offense.
    None of the Sotos objected to these instructions.     In fact, Steven
    and Carmen both referred to the district court's good faith and
    condonation instruction during their closing arguments.
    2.        The Sotos Waived any Challenge      to   the   Good
    Faith/Condonation Instruction
    Each member of the Soto Family alleges that the district
    court's   good      faith/condonation   instruction    was    flawed.
    Specifically, Steven and Carmen claim that the no ultimate harm
    instruction -- that an honest belief that "ultimately everything
    would work out" or that "no one would lose money" does not on its
    own excuse fraudulent behavior and material false representations
    -- mischaracterized the law and allowed the jury to convict even if
    it concluded the Sotos acted in good faith.       Pedro, meanwhile,
    argues that because he did not pursue a condonation defense, the
    district court should have emphasized that those instructions did
    not apply to him.
    We do not reach the merits of these arguments because, as
    the government correctly points out, the Sotos have waived any
    claim of error. Though a party's failure to object usually results
    in a forfeiture subject to plain-error review, when the "subject
    matter [is] unmistakably on the table, and the defense's silence is
    reasonably understood only as signifying agreement that there was
    -51-
    nothing objectionable," the issue is waived on appeal.              United
    States v. Christi, 
    682 F.3d 138
    , 142 (1st Cir. 2012); see also
    United States v. Medina, 
    427 F.3d 88
    , 91 (1st Cir. 2005) ("A
    party's considered decision not to avail itself of a procedural
    right, evidenced here by counsel's persistent and reasoned refusal
    of the judge's suggestions [to object or request a cautionary
    instruction], waives that right.").
    Here, the district court informed the Sotos exactly how
    it was planning to instruct the jury on good faith and condonation
    -- instructions Carmen and Steven had explicitly requested -- and
    sought their feedback, twice asking if they were okay with those
    specific instructions. Carmen's counsel affirmatively stated there
    was no objection, while Steven's and Pedro's counsels remained
    silent.   Given    the   judge's   invitation   to   speak   up   with   any
    disagreement, these reactions can only be interpreted as signifying
    approval with the instructions as previewed (and ultimately relayed
    to the jury).     Accordingly, the Sotos' current claims of the
    instructions' inadequacy are waived.
    3.    The Reasonable Doubt Instruction Was Not Erroneous
    Pedro also challenges the district court's reasonable
    doubt instruction, arguing that the "two inference" portion of the
    instruction is disfavored both in this circuit and nationwide. Our
    -52-
    review is for plain error since Pedro never objected at trial,15
    but under any standard of review his argument fails.     See United
    States v. LaPlante, 
    714 F.3d 641
    , 643 (1st Cir. 2013).    In United
    States v. Cleveland, we approved of a reasonable doubt instruction
    substantively identical to the one given by the district court
    here, explaining that the instruction "correctly conveyed the
    concept of reasonable doubt to the jury."   
    106 F.3d 1056
    , 1062-63
    (1st Cir. 1997), abrogated on different grounds by Brache v. United
    States, 
    165 F.3d 99
    (1st Cir. 1999). We agree with that conclusion
    and see no reason to find differently here.   Like the instruction
    given in Cleveland, "there was no 'reasonable likelihood' that the
    jury misunderstood the government's burden."     United States v.
    Ranney, 
    298 F.3d 74
    , 80 (1st Cir. 2002); see also Víctor v.
    15
    Unlike with the good faith/condonation instruction, there is no
    evidence in the record that the district court discussed this
    instruction with the parties and Pedro remained silent when given
    the opportunity to comment on it. Thus, there is no waiver issue.
    Cf. 
    Rojo-Álvarez, 944 F.2d at 971
    .
    -53-
    Nebraska, 
    511 U.S. 1
    , 6 (1994).16   The instruction, therefore, was
    proper.
    We also reject Pedro's argument that the reasonable doubt
    instruction increased the prejudice attendant to the no ultimate
    harm instruction.   Pedro provides no argument as to how or why the
    instruction increased prejudice, and we fail to see it either.
    Thus, even if the intersection of these two instructions did
    somehow prejudice Pedro, any error would not have been "clear" or
    "obvious" as needed to satisfy plain-error review.    See 
    LaPlante, 714 F.3d at 643
    ("To establish plain error, a defendant must show
    that . . . the error was obvious . . . .").
    G.   Carmen's Restitution
    Finally, Carmen challenges the portion of her sentence
    requiring her to pay $792,559 in restitution. According to Carmen,
    because the losses stemmed not only from her conduct but also from
    the lenders' own greed and market practices at the time, her
    16
    Pedro is correct that we have cautioned against the isolated use
    of the "two inference" instruction without more. However, this
    concern stemmed from the comparison between "guilt" and
    "innocence." See United States v. Andújar, 
    49 F.3d 16
    , 24 (1st
    Cir. 1995) ("We have previously warned district courts against
    using a 'guilt or innocence' comparison" because it suggests that
    the jury "should find the defendant guilty if they think he is not
    innocent -- regardless of how convincing the government's proof has
    been."). When the comparison is between "guilty" and "not guilty,"
    like it is here, we have found the instruction to be "less
    troublesome." 
    Ranney, 298 F.3d at 79
    ; see also United States v.
    O'Shea, 
    426 F.3d 475
    , 483 (1st Cir. 2005). And in any event, the
    "two inference" language was not given in a vacuum, but rather in
    a lengthy, detailed, and proper explanation of reasonable doubt.
    -54-
    actions did not proximately cause the entire loss, and thus the
    restitution   order    is     too   high.   "[W]e   review   an    order   of
    restitution   for     abuse    of   discretion,   and   findings    of   fact
    subsidiary to the order for clear error."17              United States v.
    Innarelli, 
    524 F.3d 286
    , 293 (1st Cir. 2008).           Legal conclusions
    related to the order, meanwhile, are reviewed de novo.             
    Id. The Mandatory
    Victims Restitution Act of 1996 ("MVRA")
    mandates that a district court order a defendant convicted of fraud
    to "make restitution to the victim of the offense."                18 U.S.C.
    § 3663A(a)(1), (c)(1)(A)(ii).        When, like here, the "return of the
    property lost by the victim is 'impossible, impracticable, or
    inadequate,' the offender must pay the victim 'an amount equal to
    . . . the value of the property' less 'the value (as of the date
    the property is returned) of any part of the property that is
    returned.'"   Robers v. United States, 
    134 S. Ct. 1854
    , 1856 (2014)
    17
    The government contends that Carmen never interposed a specific
    objection and thus our review should be for plain error.        At
    sentencing, Carmen's counsel asked to be heard on the restitution
    issue and then stated that
    these restitution orders are substantial and they're for
    the full amount of the loss, but in imposing your
    sentence you were essentially giving the defendant some
    credit in terms of time for the market, for what I think
    you referred to as the "market practice at the time."
    He then proceeded to add that he was "concerned by that apparent--"
    but was unable to finish because the district court cut him off in
    order to explain why it believed the restitution order was correct.
    We need not resolve whether this was sufficient to preserve the
    issue for appeal because Carmen's argument falls short under any
    standard of review.
    -55-
    (quoting 18 U.S.C. § 3663A(b)(1)(B)).     The term "any part of the
    property" refers to "the money lent."    
    Id. Carmen does
    not dispute that the district court properly
    calculated the loss value for the five fraudulent loans (the two
    units at 55 Lawrence Street and the three at 21 Dudley Street) at
    $792,559.18   Instead, she contends that the district court erred in
    finding her responsible for the entirety of that loss due to the
    MVRA's proximate cause requirement.    See 18 U.S.C. § 3663A(a)(2);
    
    Robers, 134 S. Ct. at 1859
    .   Though Carmen is correct that the MVRA
    has a proximate cause requirement, she misunderstands its meaning
    and application.    Proximate cause asks "whether the harm alleged
    has a sufficiently close connection to the conduct at issue."
    
    Robers, 134 S. Ct. at 1859
    (internal quotation marks omitted).     In
    other words, was the harm foreseeable?         See Paroline v. United
    States, 
    134 S. Ct. 1710
    , 1719 (2014) ("Proximate cause is often
    explicated in terms of foresseability or the scope of the risk
    created by the predicate conduct.").
    There is no requirement that there only be one proximate
    cause.   To the contrary, "it is common for injuries to have
    multiple proximate causes."   Staub v. Proctor Hosp., 
    562 U.S. 411
    ,
    420 (2011); see also United States v. Kearney, 
    672 F.3d 81
    , 98 (1st
    Cir. 2012) ("Proximate cause exists where the tortious conduct of
    18
    The loans totaled $995,000 but the lenders recouped $202,441
    after foreclosure sales.
    -56-
    multiple actors has combined to bring about harm, even if the harm
    suffered by the [victim] might be the same if one of the numerous
    tortfeasors had not committed the tort.").    That the lenders' own
    greed and market practices at the time may have contributed to the
    loss has nothing to do with whether the entire loss amount was
    foreseeable to Carmen.   And given Carmen's in-depth knowledge of
    the real estate market and these market practices (which Carmen
    admitted to taking advantage of), the district court's factual
    determination that the entire loss was foreseeable to her was not
    clearly erroneous.   See 
    Robers, 134 S. Ct. at 1859
    ("Fluctuations
    in property values are common.         Their existence (though not
    direction or amount) is foreseeable.    And losses in part incurred
    through a decline in the value of collateral sold are directly
    related to an offender's having obtained collateralized property
    through fraud.").
    Similarly, it is irrelevant to the restitution order that
    the district court opted to vary Carmen's sentence downward in part
    due to the lenders' greed and the current market conditions.    The
    purpose of Carmen's prison sentence is to punish Carmen for her
    actions, while the purpose of restitution is to make the victim
    whole.   See 
    Innarelli, 524 F.3d at 293
    ("Unlike the calculation of
    loss amount in sentencing, the purpose of restitution is not to
    punish the defendant, but to make the victim whole again by
    restoring to it the value of the losses it suffered as a result of
    -57-
    the defendant's crime.").      Moreover, the district court's decision
    that   the   lenders'    actions     facilitated   Carmen's   crimes,    and
    therefore Carmen deserved to spend less time incarcerated than the
    Guidelines recommended, is a discretionary determination based on
    the circumstances.       The amount needed to make the lenders whole,
    meanwhile, is a set calculation mandated by statute.                Compare
    United States v. Gallardo-Ortiz, 
    666 F.3d 808
    , 811 (1st Cir. 2012)
    (explaining that a sentencing court has wide discretion in imposing
    a variant sentence), with 18 U.S.C. § 3663A(a)(1) ("[T]he court
    shall order . . . that the defendant make restitution to the victim
    of the offense . . . .").
    The   district   court,    therefore,   did   not   abuse   its
    discretion in ordering Carmen to pay $792,559 in restitution.
    III.   Conclusion
    For the foregoing reasons, the convictions of Steven,
    Carmen, and Pedro Soto all stand, as does the restitution order
    against Carmen.
    Affirmed.
    -58-