United States v. Byran Protho ( 2022 )


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  •                                In the
    United States Court of Appeals
    For the Seventh Circuit
    ____________________
    No. 21-2092
    UNITED STATES OF AMERICA,
    Plaintiff-Appellee,
    v.
    BRYAN PROTHO,
    Defendant-Appellant.
    ____________________
    Appeal from the United States District Court for the
    Northern District of Illinois, Eastern Division.
    No. 1:17-cr-827 — Andrea R. Wood, Judge.
    ____________________
    ARGUED FEBRUARY 24, 2022 — DECIDED JULY 20, 2022
    ____________________
    Before ROVNER, KIRSCH, and JACKSON-AKIWUMI, Circuit
    Judges.
    KIRSCH, Circuit Judge. Bryan Protho grabbed a child off the
    sidewalk and assaulted her in his vehicle. A jury found Protho
    guilty of kidnapping, and Protho has raised many issues on
    appeal. Finding no error, we affirm.
    2                                                  No. 21-2092
    I
    Days before winter break at her Calumet City, Illinois
    school, a ten-year-old girl named Amani walked home after
    class. She started her usual six- or seven-block route with two
    friends. When those friends turned in a different direction,
    Amani still had a few blocks left to go. At that point, she no-
    ticed a red truck exit a parking lot, pass her, and pull into a
    driveway. A man got out, walked toward the road, and pre-
    tended to use a cellphone. When Amani got close enough, the
    man grabbed her, pushed her into the vehicle’s passenger
    side, and drove off. In the vehicle, Amani kicked, screamed,
    and prayed. The man hit her eye and lip and threatened to kill
    her.
    After driving a few blocks, the man parked in an alley and
    ordered Amani to pull her leggings down. She refused. The
    man pulled them down himself and touched her inside of her
    underwear. Amani got out and ran down the alley. She
    knocked on three unanswered doors and then flagged down
    a passing car with her coat. In tears, Amani explained to the
    driver that she had been sexually assaulted, and the driver
    called 911.
    A week after the incident, police arrested Bryan Protho. A
    grand jury later indicted him for kidnapping in violation of
    the Federal Kidnapping Act (
    18 U.S.C. § 1201
    (a)(1) and (g)(1)).
    For this charge, the court held a nine-day jury trial. Twenty-
    nine witnesses, including Amani and Protho, testified. The
    trial focused on the kidnapper’s identity, not on whether the
    kidnapping took place (that was uncontested). The jury found
    Protho guilty, and the district court sentenced him to 38 years’
    imprisonment and ordered him to pay restitution that in-
    cluded $87,770 for Amani’s psychotherapy needs.
    No. 21-2092                                                      3
    Protho has appealed. Below, we discuss the many issues
    he has raised, filling in the relevant facts as we go.
    II
    Protho contends that six trial errors entitle him to acquittal
    or a new trial. We address and reject each in turn.
    A
    First, Protho moved to exclude testimony from three ex-
    pert witnesses. In performing its gatekeeping function under
    Federal Rule of Evidence 702 and Daubert v. Merrell Dow
    Pharm., 
    509 U.S. 579
     (1993), the district court found each ex-
    pert qualified and their testimony relevant and reliable. Fed.
    R. Evid. 702(b)–(c) (an expert’s testimony must rest on “suffi-
    cient facts or data” and “reliable principles and methods”). It
    thus denied Protho’s pre- and post-trial motions challenging
    the admissibility of the experts’ testimony. On appeal, Protho
    has renewed his challenges to the admission of these experts’
    testimony. We review the district court’s decision to admit or
    exclude an expert’s testimony for abuse of discretion and find
    none. United States v. Godinez, 
    7 F.4th 628
    , 637 (7th Cir. 2021);
    see Kumho Tire Ltd. v. Carmichael, 
    526 U.S. 137
    , 152 (1999).
    1
    We start with the first challenged expert: Ashley Baloga,
    an FBI forensic scientist specializing in the examination of fi-
    ber evidence. As Baloga explained, fiber examination aims to
    determine whether different fibers are consistent with one an-
    other by exhibiting the same microscopic characteristics and
    optical properties. First, to identify a particular fiber, a foren-
    sic scientist uses a high-magnification, transmitted-light mi-
    croscope to look at the fiber’s color, shape, lumen, scales, di-
    ameter, delustrant particles, and voids. Then, to compare two
    4                                                  No. 21-2092
    fibers to determine consistency with one another, a forensic
    scientist uses five methods in sequential order, stopping if she
    finds two fibers inconsistent: (1) view two samples side-by-
    side in the same visual field with high-powered microscopes;
    (2) use controlled light settings to observe the orientation of
    polymers on a fiber’s axis; (3) illuminate light wavelengths to
    observe color and intensity of fluorescence; (4) compare the
    intensity of a fiber’s light absorption at different wavelengths
    against a known spectra; and (5) analyze the fiber’s chemical
    composition through infrared light. Using this methodology,
    Baloga compared fibers recovered from Protho’s vehicle and
    residence with fibers obtained from the clothing Amani wore
    on the day of the kidnapping and testified that the fibers were
    consistent, though she acknowledged that her results could
    not definitively identify fibers as coming from the same
    source. Indeed, Baloga disclosed that fiber analysis can
    “never” associate “a single item to the exclusion of all others”
    and that consistency alone “is not a means of positive identi-
    fication.”
    Protho argues that the government did not offer enough
    evidence that Baloga’s methods had been or could be tested,
    were subjected to peer review and publication, had a known
    error rate, or were generally accepted by the scientific com-
    munity. Although the government—not Protho—had the
    burden to support Baloga’s testimony, Protho did not do
    much to help his case. He did not meaningfully question
    Baloga’s methods beyond listing the Daubert factors and did
    not cite any contradictory scientific information. Probably for
    good reason: The National Academy of Sciences, which “was
    created by Congress … for the explicit purpose of furnishing”
    scientific advice to the government, Pub. Citizen v. U.S. Dep't
    of Just., 
    491 U.S. 440
    , 460 n.11 (1989) (citation omitted), has
    No. 21-2092                                                   5
    concluded that fiber analysis can produce “class” evidence,
    meaning that it can show whether two fibers may have “come
    from the same type of garment, carpet, or furniture,” Nat’l Re-
    search Council, Strengthening Forensic Science in the United
    States: A Path Forward 163 (2009); see United States v. Herrera,
    
    704 F.3d 480
    , 484–87 (7th Cir. 2013) (relying on the same Na-
    tional Academy of Sciences report to hold that “responsible
    fingerprint matching is admissible evidence”). According to
    the report, “there are standardized procedures” for fiber anal-
    ysis, these “analyses are reproducible across laboratories,”
    and fiber analysts routinely take proficiency tests on the sub-
    ject. Strengthening Forensic Science, at 163.
    In finding Baloga’s opinion admissible here, the district
    court relied upon Baloga’s background, experience, expert re-
    port, testimony, and upon the regular admission of fiber-ana-
    lyst testimony in courts across the country. Specifically, the
    district court found that the conclusions reached by fiber anal-
    ysis were falsifiable; another expert could undertake the same
    series of steps to reach her own conclusions about the con-
    sistency of two fibers. The court also found that fiber analysis
    was generally accepted in the relevant scientific community
    because fiber experts were regularly qualified as expert wit-
    nesses in federal court and that their methods were com-
    monly employed. And it found that the scope of Baloga’s tes-
    timony was appropriately confined because she candidly
    acknowledged the limitations of her analysis, which could
    show only whether fibers were consistent with each other and
    thus could have come from the same source.
    In undertaking their gatekeeping role, district judges must
    assess whether the reasoning or methodology underlying an
    expert’s testimony meets “the same level of intellectual rigor
    6                                                     No. 21-2092
    that characterizes the practice of an expert in the relevant
    field.” Kumho Tire, 
    526 U.S. at 141
    , 149–52 (citation omitted
    and cleaned up). This calls for a “flexible” approach “tied to
    the facts of a particular case.” 
    Id.
     Indeed, “Daubert makes clear
    that the factors it mentions do not constitute a definitive
    checklist or test.” 
    Id. at 150
     (citation omitted and cleaned up).
    Given this flexibility, district courts have “broad latitude” in
    deciding both “how to determine reliability” and in “the ulti-
    mate reliability determination.” 
    Id. at 142
     (emphasis omitted).
    Once a district judge properly finds an expert’s testimony rel-
    evant and reliable, any challenge to it goes to its “weight, …
    not its admissibility.” Lees v. Carthage Coll., 
    714 F.3d 516
    , 525
    (7th Cir. 2013); see Deputy v. Lehman Bros., 
    345 F.3d 494
    , 506
    (7th Cir. 2003) (“[W]hether an expert’s theory is correct is a
    factual question for the jury to determine.”).
    Here, we have been given no reason to second-guess the
    district court’s conclusion that Baloga’s methods met the
    same level of rigor as others in her field. Based on our own
    review of Baloga’s testimony and expert report, it’s clear that
    her testimony stayed within reliable scientific bounds. See
    Lapsley v. Xtek, Inc., 
    689 F.3d 802
    , 814 (7th Cir. 2012) (affirming
    admission of expert testimony based on the expert’s own “re-
    port, calculations, and deposition testimony”). Indeed, we
    think Baloga reached her opinion with the “soundness and
    care” expected of experts. Schultz v. Akzo Nobel Paints, LLC,
    
    721 F.3d 426
    , 431 (7th Cir. 2013). And although the validity of
    fiber analysis can—like other scientific evidence—still be
    questioned in future cases, we do not doubt the district
    judge’s conclusion here that the relevant scientific community
    has generally accepted this type of fiber analysis. Nor do we
    doubt that the results reached by this kind of analysis are “fal-
    sifiable,” i.e., that the same samples could be re-examined,
    No. 21-2092                                                    7
    and the original results shown to be accurate or not. See, e.g.,
    State v. Fukusaku, 
    946 P.2d 32
    , 43–44 (Haw. 1997) (“The princi-
    ples and procedures underlying … fiber evidence are over-
    whelmingly accepted as reliable.”) (listing cases and second-
    ary sources); Strengthening Forensic Science, at 161–63.
    2
    Protho next challenges the testimony of Anthony Imel, an
    FBI photographic technologist who analyzed surveillance
    videos that were admitted at trial. Imel testified on the image
    enhancements he made to the surveillance videos and on the
    subjects captured in those videos. The court also allowed Imel
    to testify about visual characteristics of the kidnapper’s vehi-
    cle, Protho’s vehicle, the kidnapper, and Protho.
    Protho argues that the testimony did not rest on any relia-
    ble or generally accepted scientific standards and did not em-
    ploy peer-reviewed methods. But Imel had extensive experi-
    ence and specialized expertise in reviewing visual evidence
    (which Protho has not challenged), and “no one denies that
    an expert might draw a conclusion from a set of observations
    based on extensive and specialized experience.” Kumho Tire,
    
    526 U.S. at 156
    ; see Fed. R. Evid. 702 advisory committee’s
    note to 2000 amendments (“In certain fields, experience is the
    predominant, if not sole, basis for a great deal of reliable ex-
    pert testimony.”); United States v. Parkhurst, 
    865 F.3d 509
    , 516–
    17 (7th Cir. 2017) (holding scientific methodologies and peer
    review unnecessary for expert’s experience-based testimony
    on online strategies used by child predators); Metavante Corp.
    v. Emigrant Sav. Bank, 
    619 F.3d 748
    , 761–62 (7th Cir. 2010) (“An
    expert’s testimony is not unreliable simply because it is
    founded on his experience rather than on data[.]”).
    8                                                  No. 21-2092
    Protho also argues that Imel usurped the jury’s role. But
    Imel testified about demonstrative videos he created as peda-
    gogical summaries to aid the jury in its understanding of ad-
    mitted evidence. See United States v. White, 
    737 F.3d 1121
    , 1135
    (7th Cir. 2013). And for demonstrative exhibits allowed by a
    district judge under Federal Rule of Evidence 611(a), the tes-
    tifying witness may generally offer conclusions, opinions, and
    “reveal inferences drawn in a way that would assist the jury.”
    
    Id.
     (citation omitted). Imel’s testimony thus only aided—not
    usurped—the jury’s factfinding task.
    3
    Last, Protho challenges the admission of testimony from
    Matthew Fyie, a manager of the Design Analysis Engineering
    Department at Ford. Fyie testified about the make, model, and
    year of the kidnapper’s vehicle identified in the surveillance
    videos. On appeal, Protho argues that the district court
    abused its discretion by allowing Fyie to testify because he
    lacked expertise on Ford products.
    Yet we fail to see how that could be. Fyie has a master’s
    degree in mechanical engineering from the University of
    Michigan and has worked for Ford for nearly 30 years. Fyie’s
    position, engineering education, and nearly three decades at
    Ford make him abundantly qualified to opine on the appear-
    ance and identity of Ford’s products. And nothing suggests
    any unreliability in Fyie’s straightforward, experience-based
    testimony identifying a specific Ford vehicle. See Kumho Tire,
    
    526 U.S. at 156
    ; Fed. R. Evid. 702 advisory committee’s note to
    2000 amendments; Parkhurst, 865 F.3d at 516–17; Metavante
    Corp., 
    619 F.3d at
    761–62.
    No. 21-2092                                                        9
    B
    We next review Protho’s contention that the government
    struck two prospective Black jurors based on their race in vi-
    olation of Batson v. Kentucky, 
    476 U.S. 79
     (1986). Prosecutors
    “may not discriminate on the basis of race when exercising
    peremptory challenges against prospective jurors in a crimi-
    nal trial.” Flowers v. Mississippi, 
    139 S. Ct. 2228
    , 2234 (2019); see
    United States v. Hughes, 
    970 F.2d 227
    , 230 (7th Cir. 1992) (not-
    ing that Batson “extends to the federal government through
    the Due Process Clause of the Fifth Amendment”). To deter-
    mine whether such discrimination has occurred, courts use
    the familiar, three-step Batson framework. First, the defendant
    can establish a rebuttable presumption of purposeful racial
    discrimination by showing that: (1) he is a member of a cog-
    nizable racial group; (2) the prosecution exercised peremp-
    tory challenges to remove potential jurors of the defendant’s
    race; and (3) other facts support an inference that the prose-
    cutor used its peremptory strikes to exclude potential jurors
    on account of their race. Batson, 
    476 U.S. at 96
    . Second, if a
    defendant makes that showing, the government has the bur-
    den to come forward with a neutral, reasonably specific ex-
    planation for striking the juror. 
    Id.
     at 97–98 & n.20. Third, once
    the government satisfies its step two burden, the trial court
    then has the duty to determine whether the government was
    “motivated in substantial part by discriminatory intent.”
    Flowers, 
    139 S. Ct. at 2244
     (citation omitted); see Batson, 
    476 U.S. at 98
    .
    Protho raised Batson challenges to peremptory strikes of
    Jurors 16 and 46, both of whom were Black. Because the
    seated jury included no Black jurors, the district court found
    that Protho had cleared the “low bar” for establishing a prima
    10                                                    No. 21-2092
    facie Batson violation, which shifted the burden to the govern-
    ment to offer a race-neutral reason for striking the two chal-
    lenged jurors.
    The government stated that it struck Juror 16 because she
    worked from 11:00 p.m. to 7:00 a.m., served as the primary
    caretaker for four children, was “too stoic” after hearing the
    criminal allegations, and gave one-word answers to most
    questions at voir dire. And second, the government stated
    that it struck Juror 46 (a 75-year-old Black woman with a
    Ph.D.) because she had her eyes closed during voir dire,
    seemed to have trouble hearing, did not seem to follow along,
    and trailed off during answers to the court’s questions.
    Finding that the government had met its burden at step
    two, the district court turned to the key question: had Protho
    established purposeful discrimination? The court found that
    he had not, giving several reasons. The court found the gov-
    ernment’s desire to have a juror who reacts more strongly to
    criminal allegations than Juror 16 a race-neutral (if not en-
    tirely judicious) reason for exercising the peremptory strike.
    The court found the two white jurors identified by Protho as
    “stoic” differently situated because, unlike Juror 16 who
    stated that she participated in “no activities,” the two white
    jurors shared more about their activities and interests on their
    juror forms. And the court found Juror 46 similarly situated
    to another 75-year-old white juror with an advanced degree
    for whom the government also exercised a peremptory strike.
    On appeal, Protho argues that the district court erred in
    making these findings. We review a district court’s factual
    findings about a prosecutor’s discriminatory intent in a Batson
    challenge for clear error. See United States v. Lovies, 
    16 F.4th 493
    , 500 (7th Cir. 2021); Rice v. Collins, 
    546 U.S. 333
    , 338 (2006)
    No. 21-2092                                                     11
    (“On direct appeal in federal court, the credibility findings a
    trial court makes in a Batson inquiry are reviewed for clear er-
    ror.”).
    Starting with Juror 16, Protho repeats his argument made
    below about two similarly “stoic” white jurors not struck by
    the government. But the district court credited the govern-
    ment’s account that it had more information about those ju-
    rors’ activities and interests than Juror 16, and we see no basis
    in the record to hold that factual finding clearly erroneous.
    Second, Protho argues that the government’s insistence
    that it struck Juror 16 because she did not react strongly
    enough to the alleged crime reveals pretext for race discrimi-
    nation. In his view, this explanation contradicts the govern-
    ment’s stated commitment to being fair and impartial during
    the trial. We do not necessarily see anything inconsistent with
    striking jurors who seem unsympathetic to one’s view of the
    case and wanting a trial to be fair. And although we share
    Protho’s concerns about the wisdom of permitting stoicism
    alone to support striking a prospective juror, there’s nothing
    inherently race-based in that explanation. We understand that
    a decision to strike a Black woman as a prospective juror
    based on stoicism alone could, in some cases, arise from racial
    and gender biases. But the district judge also independently
    observed that Juror 16’s demeanor was “stoic,” and we have
    not been given reason to question that finding. See United
    States v. Tsarnaev, 
    142 S. Ct. 1024
    , 1034 (2022) (“[J]ury selection
    falls particularly within the province of the trial judge” “be-
    cause a trial judge’s appraisal is ordinarily influenced by a
    host of factors impossible to capture fully in the record, such
    as a prospective juror’s inflection, sincerity, demeanor, can-
    dor, body language, and apprehension of duty”) (citations
    12                                                   No. 21-2092
    omitted and cleaned up). Besides, stoicism alone was not the
    sole motivation for the government’s strike of Juror 16. The
    government expressed concern that she worked as a night-
    shift manager at McDonald’s (indeed, she worked until 3:00
    a.m. on the day of the voir dire), was the primary caretaker
    for four children, and did not offer information about her out-
    side activities on her juror form. For these reasons, we hold
    that the district court did not clearly err in denying Protho’s
    Batson challenge to Juror 16.
    As for Juror 46, Protho sees pretext in the government’s
    explanation that it struck her for inattentiveness. If that were
    so, Protho argues, then the government would have struck
    her for cause. But the government explained that it did not
    challenge Juror 46 for cause because it had thought the effort
    futile. The district court had already denied one of its for-
    cause strikes with a stronger foundation (the potential juror
    had said that he generally didn’t believe law enforcement).
    The district court had a right to credit that neutral explana-
    tion. In short, the district court did not clearly err in handling
    either of Protho’s Batson challenges.
    C
    Pursuant to 
    18 U.S.C. § 3509
    , the district court allowed
    Amani (who was twelve years old at the time of trial) to testify
    via closed-circuit television from another location within the
    courthouse. When Amani first tried to take the witness stand,
    outside the jury’s presence, she saw Protho and broke down.
    Her breakdown required her to exit the courtroom and, after
    reaching the hallway, she collapsed.
    On appeal, Protho contends that the district court improp-
    erly applied § 3509 and that this manner of testimony also
    No. 21-2092                                                     13
    violated the Sixth Amendment’s Confrontation Clause. We re-
    view legal issues relating to § 3509 and the Sixth Amend-
    ment’s Confrontation Clause de novo and any factual deter-
    minations underlying these legal issues for clear error. See
    United States v. Jackson, 
    940 F.3d 347
    , 351 (7th Cir. 2019); United
    States v. Bell, 
    925 F.3d 362
    , 375–76 (7th Cir. 2019) (reviewing
    factual findings for alleged Sixth Amendment speedy trial
    right violation for clear error).
    1
    “In a proceeding involving an alleged offense against a
    child,” a court may “order that the child’s testimony be taken
    in a room outside the courtroom and be televised by 2-way
    closed circuit television.” 
    18 U.S.C. § 3509
    (b)(1). To do so, the
    court must make a factual “find[ing] that the child is unable
    to testify in open court in the presence of the defendant” for
    any of four specified reasons, including an inability to testify
    “because of fear.” 
    Id.
    The day after Amani broke down on the stand, the district
    court held an evidentiary hearing on this issue and heard tes-
    timony from two witnesses who were with Amani during her
    courtroom appearance and subsequent breakdown. After the
    evidentiary hearing, the court made the following factual
    findings. In her preparations for trial (including a visit to the
    courtroom), Amani had an upbeat disposition and expressed
    an interest in courtroom proceedings. On the day of the inci-
    dent, Amani entered the courtroom, took the witness stand
    (outside the presence of the jury), looked “right at Protho,”
    started having trouble breathing, and “broke down into
    tears.” After several minutes, “it was apparent that [Amani]
    would not be able to testify,” and she was escorted out of the
    courtroom. Upon exiting the courtroom, Amani “collapsed to
    14                                                  No. 21-2092
    the floor,” “sobbed,” and “appeared to be in a state of shock.”
    Amani was then taken to an empty courtroom nearby, and the
    adults caring for her noticed that “[h]er eyes were darting all
    over the place” and that she “repeatedly” stated that “she felt
    like she was back in the car in which she was kidnapped.”
    Amani later stated that “she was shocked upon seeing Protho
    and could not control herself” and that she was expecting him
    to be wearing an orange prisoner jumpsuit. Given these facts,
    the district court found Amani “afraid not just of testifying
    but of testifying in the same room as Protho” and that testi-
    mony by two-way CCTV was “necessary to protect [Amani’s]
    welfare” because calling her to testify in Protho’s presence
    “would cause her substantial emotional trauma.”
    Protho argues that the evidentiary record is at best ambig-
    uous as to what happened and why or how it happened. But
    we cannot overturn a district court’s factual findings based on
    an alleged ambiguity; only a clear error allows for that. In any
    event, we see no error—let alone a clear error—in the district
    court’s findings. It’s obvious what happened in this case. A
    twelve-year-old girl was quite certain she saw the man who
    had kidnapped and sexually assaulted her sitting before her
    in the courtroom, and she understandably suffered severe
    fear, which rendered her unable to testify in his presence.
    Protho also argues that the district court relied on hearsay
    statements in making these findings. Yet he failed to object to
    any statements at the evidentiary hearing on hearsay
    grounds, so he has forfeited any objection absent plain error.
    United States v. Franklin, 
    197 F.3d 266
    , 270 (7th Cir. 1999). And
    Protho has shown no such plain error because hearsay rules
    do not apply to preliminary examinations in a criminal case.
    See Fed. R. Evid. 1101(d)(3).
    No. 21-2092                                                    15
    Finally, Protho contends that the district court should
    have required Amani to testify about her breakdown. Again,
    Protho did not object to the district court holding the eviden-
    tiary hearing in Amani’s absence, so we review only for plain
    error. See Franklin, 
    197 F.3d at 270
    . Protho cites no authority
    requiring a child’s direct testimony before entering a § 3509(b)
    order, and as we noted above, hearsay is admissible, so we
    see no plain error. The district court did not err in finding that
    Amani was prevented from testifying in person “because of
    fear” under § 3509(b)(1).
    2
    The Sixth Amendment guarantees the accused in a crimi-
    nal prosecution “the right … to be confronted with the wit-
    nesses against him.” U.S. Const. amend. VI. The Constitution
    thus protects a defendant from the admission of testimonial
    evidence absent confrontation. Crawford v. Washington, 
    541 U.S. 36
    , 68 (2004). Protho argues that Amani’s out-of-court tes-
    timony violated his confrontation right, which includes the
    opportunity to cross-examine an adverse witness, 
    id.,
     and
    generally requires a witness’s physical presence at trial under
    oath and the chance for the jury to observe the witness’s de-
    meanor, see Maryland v. Craig, 
    497 U.S. 836
    , 845–46 (1990).
    Amani’s testimony had all but one of these components. She
    was under oath and cross-examined in person by Protho’s
    counsel, who was in the same room with Amani. Protho, the
    judge, and the jury contemporaneously viewed Amani’s tes-
    timony in the courtroom, and Amani, in turn, could see and
    hear the judge and Protho. And Protho had the opportunity
    to text his attorney during Amani’s testimony to ask questions
    and express his thoughts. Amani’s physical presence in the
    courtroom was the only thing missing.
    16                                                   No. 21-2092
    Yet face-to-face confrontation at trial “is not the sine qua
    non of the confrontation right.” 
    Id. at 847
    . And the Supreme
    Court has “never insisted on an actual face-to-face encounter
    in every instance in which testimony is admitted against a de-
    fendant.” Id.; see California v. Green, 
    399 U.S. 149
    , 165 (1970);
    Mattox v. United States, 
    156 U.S. 237
    , 243–44 (1895). Nor have
    we found a lower court holding that, under similar circum-
    stances, a witness’s physical absence from the courtroom vio-
    lates the Confrontation Clause. In fact, the Supreme Court has
    upheld a state’s more restrictive alternative to the procedure
    used here against a Confrontation Clause challenge. In Craig,
    the Supreme Court upheld a state law allowing child wit-
    nesses to testify against defendants via a one-way closed-cir-
    cuit television (the witness could not see the defendant) rather
    than the two-way closed-circuit television procedure here
    (Amani and Protho could see one another). 
    497 U.S. at
    851–52.
    The Court held that the government has a compelling interest
    in protecting minor victims of sex crimes from further trauma
    and embarrassment. 
    Id.
     at 852–58. It also held that this interest
    outweighs a defendant’s right to face his accuser when a dis-
    trict court makes three findings: (1) the procedure “is neces-
    sary to protect the welfare of the particular child witness who
    seeks to testify”; (2) “the child witness would be traumatized,
    not by the courtroom generally, but by the presence of the de-
    fendant”; and (3) “the emotional distress suffered by the child
    witness in the presence of the defendant is more than de min-
    imis, i.e., more than mere nervousness or excitement or some
    reluctance to testify.” 
    Id.
     at 852–58 (citation omitted). The dis-
    trict court made those findings here. It found testimony by
    two-way CCTV “necessary to protect [Amani’s] welfare” be-
    cause calling her to testify in Protho’s presence “would cause
    her substantial emotional trauma.” And it found that Amani
    No. 21-2092                                                   17
    was “afraid not just of testifying but of testifying in the same
    room as Protho.”
    Protho’s contrary argument asks this court to ignore the
    holding in Craig based on the Supreme Court’s later decision
    in Crawford v. Washington, 
    541 U.S. 36
     (2004). But “Crawford
    did not overturn Craig.” United States v. Wandahsega, 
    924 F.3d 868
    , 879 (6th Cir. 2019). And we lack power to depart from an
    on-point Supreme Court precedent. See, e.g., Bosse v. Okla-
    homa, 
    137 S. Ct. 1
    , 2 (2016) (per curiam) (“Our decisions re-
    main binding precedent until we see fit to reconsider them,
    regardless of whether subsequent cases have raised doubts
    about their continuing vitality.”) (citation omitted). Crawford
    involved a declarant’s tape-recorded statement to the police
    describing the stabbing for which the defendant was on trial.
    
    541 U.S. at 38
    . The trial court allowed the jury to hear the tape
    even though the defendant had no opportunity for cross-ex-
    amination of the declarant, and the Supreme Court held that
    this violated the defendant’s right to confrontation. 
    Id. at 38, 68
    . In contrast, Protho’s counsel had the ability to (and did)
    fully cross-examine Amani, as required by the Confrontation
    Clause. So Crawford is inapt, and Craig governs here. To that
    end, we hold that Protho suffered no Sixth Amendment vio-
    lation.
    D
    Next, we address Protho’s Commerce Clause challenge.
    After the government rested its case, Protho moved for ac-
    quittal. In his view, the prosecution failed to offer evidence of
    a nexus between his actions and interstate commerce. Protho
    also objected to the government’s tendered instruction on the
    Federal Kidnapping Act’s interstate-commerce element on a
    similar ground. The district court rejected both arguments.
    18                                                    No. 21-2092
    We review whether a criminal statute is constitutionally ap-
    plied and whether a challenged jury instruction accurately
    summarizes the law de novo. See United States v. Burrows, 
    905 F.3d 1061
    , 1062–63 (7th Cir. 2018); United States v. Erramilli,
    
    788 F.3d 723
    , 730 (7th Cir. 2015).
    The Constitution vests Congress with the power “[t]o
    make all Laws which shall be necessary and proper for carry-
    ing into Execution” its authority “[t]o regulate Commerce …
    among the several States.” U.S. Const. art. I § 8. This power
    allows Congress to “regulate and protect the instrumentali-
    ties of interstate commerce, or persons or things in interstate
    commerce, even though the threat may come only from intra-
    state activities.” United States v. Lopez, 
    514 U.S. 549
    , 558 (1995)
    (listing cases); see Cleveland v. United States, 
    329 U.S. 14
    , 19
    (1946) (“The power of Congress over the instrumentalities of
    interstate commerce is plenary[.]”). Wielding this authority,
    Congress amended the Federal Kidnapping Act in 2006 to
    criminalize any person who:
    unlawfully … kidnaps, abducts, or carries away
    … and holds for ransom or reward or otherwise
    any person … when … the offender … uses …
    any means, facility, or instrumentality of inter-
    state or foreign commerce in committing or in
    furtherance of the commission of the offense.
    
    18 U.S.C. § 1201
    (a)(1); see Adam Walsh Child Protection and
    Safety Act of 2006, Pub. L. No. 109-248, 
    120 Stat. 587
    , 616–17.
    Convicting Protho thus required answering whether he
    “use[d] any means, facility, or instrumentality of interstate …
    commerce in committing or in furtherance of the commission
    of” Amani’s kidnapping. The answer was yes, according to
    No. 21-2092                                                   19
    the district court, if the jury found that Protho had used a ve-
    hicle to commit the kidnapping. The court thus gave the fol-
    lowing jury instruction:
    The defendant used a means, facility, or instru-
    mentality of interstate commerce if he used an
    automobile in committing or in furtherance of
    the commission of the offense.
    Protho agrees that automobiles are generally treated as in-
    strumentalities of interstate commerce. Even so, he argues
    that an automobile can only qualify as an instrumentality of
    interstate commerce when evidence shows that the specific
    automobile at issue was, at some point, used for that purpose.
    In other words, he argues that courts must view automobiles
    individually—rather than as a class—when deciding their in-
    strumentality status.
    Even if we were to accept Protho’s legal argument, how-
    ever, there’s no doubt that the Ford Explorer at issue was used
    in interstate commerce. On the day of the kidnapping, Protho
    drove the Ford Explorer interstate (from his home in East Chi-
    cago, Indiana, to the site of the kidnapping in Calumet City,
    Illinois). Protho also testified that, on the same day, he crossed
    state lines in the Ford Explorer to conduct a drug deal in Illi-
    nois and to obtain medical services at an Indiana hospital.
    And Protho regularly drove the Ford Explorer from his home
    in Indiana to his employer in Illinois. So the Ford Explorer at
    issue was used in interstate commerce.
    But we do not agree with Protho’s view that the Com-
    merce Clause asks us to consider each automobile’s specific
    use in interstate commerce. Instead, it’s the nature of the reg-
    ulated object’s class (here, automobiles) rather than the
    20                                                   No. 21-2092
    particular use of one member of that class (Protho’s Ford Ex-
    plorer) that matters. We made this clear when interpreting a
    similar statute, 
    18 U.S.C. § 1958
    (a), which criminalizes the use
    of “any facility of interstate or foreign commerce” in a mur-
    der-for-hire scheme. See United States v. Mandel, 
    647 F.3d 710
    ,
    720, 722 (7th Cir. 2011) (“[F]ederal jurisdiction is supplied by
    the nature of the instrumentality or facility used, not by sepa-
    rate proof of interstate movement.”) (citation omitted).
    Nearly all circuits have followed this course when faced
    with similar questions, and no circuit has adopted Protho’s
    proposal. See, e.g., United States v. Bishop, 
    66 F.3d 569
    , 590 (3d
    Cir. 1995) (“conclud[ing] that motor vehicles are instrumen-
    talities of interstate commerce”); United States v. Cobb, 
    144 F.3d 319
    , 322 (4th Cir. 1998) (holding that “[c]ars, like trains and
    aircraft” are instrumentalities of interstate commerce because
    they are “inherently mobile and indispensable to the inter-
    state movement of persons and goods”); United States v.
    McHenry, 
    97 F.3d 125
    , 126–27 (6th Cir. 1996) (holding that cars
    are instrumentalities of interstate commerce); United States v.
    Robinson, 
    62 F.3d 234
    , 236–37 (8th Cir. 1995) (holding that mo-
    tor vehicles are “item[s] in interstate commerce”); United
    States v. Oliver, 
    60 F.3d 547
    , 550 (9th Cir. 1995) (“[C]ars are
    themselves instrumentalities of commerce, which Congress
    may protect.”); cf. United States v. Morgan, 
    748 F.3d 1024
    , 1034
    (10th Cir. 2014) (holding that cellphones, the internet, and
    GPS devices are instrumentalities of interstate commerce for
    purposes of the Federal Kidnapping Act); but see Garcia v.
    Vanguard Car Rental USA, Inc., 
    540 F.3d 1242
    , 1250 (11th Cir.
    2008) (passing over the question of whether automobiles are
    “per se instrumentalities of commerce”). We thus have no
    trouble holding that the district court correctly denied Pro-
    tho’s motion of acquittal on this basis and properly instructed
    No. 21-2092                                                   21
    the jury on the interstate-commerce element of the Federal
    Kidnapping Act.
    E
    Protho’s next argument relates to a comment made by the
    prosecutor during closing arguments. During the govern-
    ment’s closing rebuttal argument, the prosecutor stated:
    And I’m sorry that a 12 -- a 12-year-old girl
    doesn’t want to be in the same room as the man
    who took her off the street and sexually as-
    saulted her. Next time pick an older victim.
    Protho’s counsel objected, and the district court sustained that
    objection in front of the jury:
    Yeah, I’m going to sustain that objection, and
    I'm going to instruct the jury to disregard that
    portion of the argument. And, [prosecutor],
    you’re getting close to the line there. I think that
    was actually a little across the line. Don’t do that
    again.
    Protho moved for a mistrial based on the prosecutor’s
    comment. In his view, the comment deprived him of his right
    to due process. The district court found the prosecutor’s com-
    ment improper but denied the motion for mistrial based on a
    lack of prejudice because: (1) the court sustained the objection
    and issued a curative instruction for the jury to disregard the
    comment; (2) the jury had heard multiple times that the law-
    yers’ arguments did not qualify as evidence; (3) the prosecu-
    tor’s comment lacked specificity and was encompassed
    within an argument on a different point; and (4) “[t]he evi-
    dence at trial overwhelmingly indicated that Protho
    22                                                   No. 21-2092
    committed the crime and his alibi defense was, to put it
    lightly, less than convincing.”
    On appeal, Protho contends that the district court erred by
    denying his motion for a mistrial. We review a district court's
    decision to issue a cautionary instruction after sustaining a
    defendant’s objection to a comment in closing argument and
    to deny a defendant’s motion for a new trial based on that
    comment for abuse of discretion. See United States v. Chavez,
    
    12 F.4th 716
    , 727–28 (7th Cir. 2021); United States v. Miller, 
    199 F.3d 416
    , 421–24 (7th Cir. 1999). In evaluating whether a pros-
    ecutor’s comments made during closing arguments violate a
    defendant’s Fifth Amendment right to due process, this court
    asks first “whether the comments themselves were improper”
    and, if so, whether the statements, “taken in the context of the
    entire record, deprived the defendant of a fair trial.” United
    States v. Sandoval, 
    347 F.3d 627
    , 631 (7th Cir. 2003); see United
    States v. Common, 
    818 F.3d 323
    , 331 (7th Cir. 2016). Like the
    parties, we assume (without deciding) that the prosecutor’s
    arguments were improper. So we focus on prejudice. To de-
    termine whether a prosecutor’s comment is prejudicial, we as-
    sess, after considering the entire record, (1) the nature and se-
    riousness of the prosecutorial misconduct; (2) whether de-
    fense counsel invited the misconduct; (3) the adequacy of the
    district court’s jury instructions; (4) the defense’s opportunity
    to counter the improper argument; and (5) the weight of the
    evidence supporting the conviction. See Common, 818 F.3d at
    332–33; Sandoval, 
    347 F.3d at 631
    .
    Protho focuses on the first prejudice factor: the nature and
    seriousness of the prosecutorial misconduct. He argues that
    the comments wrongfully suggested that Amani was both fa-
    miliar with and fearful of him. But Amani’s testimony—not
    No. 21-2092                                                     23
    the prosecutor’s comment—already made it abundantly clear
    that she feared Protho, whom she had identified as her at-
    tacker. Protho also argues that the prosecutor’s comment pro-
    vided an excuse and explanation for Amani’s failure to iden-
    tify Protho in court. Yet the district court had instructed the
    jury that Amani was testifying by videoconference from an-
    other location because of her age. So the jury already had an
    explanation for why Amani was not present in the courtroom
    to make an in-court identification. We see little reason for
    thinking the jury made much of this passing comment.
    For the other factors, Protho’s counsel didn’t invite this er-
    ror (factor 2) and didn’t get the chance to counter the prose-
    cutor’s argument since it was made in rebuttal (factor 4). But
    the other remaining factors strongly weigh against finding
    prejudice here. The district court promptly instructed the jury
    to disregard the comment and reprimanded the prosecutor in
    front of the jury (factor 3). Cf. United States v. Warner, 
    498 F.3d 666
    , 683 (7th Cir. 2007) (“There is a general presumption that
    juries follow their instructions.”). And we agree with the dis-
    trict court that overwhelming evidence supports Protho’s
    guilt (factor 5). A surveillance video captured the kidnapping;
    that video and others showed a Ford Explorer with distinctive
    features matching Protho’s, the one in which he was arrested
    one week later; and Protho admitted that he drove it near the
    area within minutes of the kidnapping. Amani described her
    attacker in a way that generally matched Protho’s appearance
    on the day of the kidnapping (as captured in surveillance foot-
    age), and she correctly identified Protho as her kidnapper in
    a photo array. Moreover, the FBI’s fiber expert testified about
    potential fiber transfer between clothing from Protho and
    Amani.
    24                                                 No. 21-2092
    But even with all of this evidence, what makes us most
    confident about Protho’s guilt is his own trial testimony. Pro-
    tho’s tale was, in the district court’s words, “patently unbe-
    lievable.” Protho testified about a three-location, attempted
    but ultimately failed, marijuana purchase from a childhood
    friend named “Ell” (with an unknown last name and no evi-
    dence of his existence) on the day of the kidnapping. That
    friend happened to match the kidnapper’s appearance to the
    “T.” Two years after the kidnapping, Protho remembered the
    color of the drawstrings on Ell’s sweatshirt worn on the day
    Amani was kidnapped. Ell also happened to borrow—for the
    first time in their fifteen-year friendship—Protho’s Ford Ex-
    plorer, the vehicle used by the kidnapper, on the day, and in-
    deed, during the very period the kidnapping took place. To
    boot, Protho also could not keep his story straight. A week
    after the kidnapping, Protho told investigators that no one
    had used his Ford Explorer the prior week. Yet at trial, he tes-
    tified that Ell had borrowed it on the day of the kidnapping.
    And when Protho visited an emergency room on the night of
    the kidnapping, he told them he had hurt his hand on his car’s
    hood. But on the stand, he testified that his fingernail came
    loose after a fight with Ell. And even if we could accept Pro-
    tho’s version of events suggesting that Ell—not Protho—re-
    ally kidnapped Amani, a jury would have to believe that
    Amani wrongly picked Protho out in the photo array but hap-
    pened to correctly select the man whose Ford Explorer was
    used by her real kidnapper. None of that makes sense. So even
    if the prosecutor’s comment were improper (an issue we do
    not decide), we agree with the district court that Protho suf-
    fered no prejudice from it. We thus hold that the district court
    did not abuse its discretion in denying Protho’s motion for a
    mistrial.
    No. 21-2092                                                   25
    F
    For the last alleged trial error, Protho argues that the dis-
    trict court improperly responded to an evidentiary question
    during jury deliberations. We “review a decision to answer a
    question from the jury as well as the language used in the re-
    sponse for an abuse of discretion.” United States v. Hewlett, 
    453 F.3d 876
    , 880 (7th Cir. 2006).
    A few hours after starting deliberations, the jury submit-
    ted the following note to the court:
    Can someone ask the US Attorney to confirm
    which video shows the defendant getting out of
    his car, walking around for a few seconds, then
    getting back in car[?] Showed him from waist
    down. Could be an extract of an original video.
    Protho agreed that Government’s Exhibit 13 addressed this
    request. Over Protho’s counsel’s objection, the court decided
    to substantively respond to the note. Otherwise, the jury
    would have to “go on sort of a hunt for truffles amongst all of
    the videos to try to find the one that they’re looking for when
    they seem to have a very specific item in mind.” The judge
    then proposed language responding to the note, and Protho’s
    counsel did not object to it. The court sent the jury the follow-
    ing note:
    The third file of Government Exhibit 13 shows
    an individual from the waist down exiting and
    subsequently reentering a vehicle as described
    in juror note No. 2.
    On appeal, Protho contends that no substantive response
    to a jury’s evidentiary question is permissible and, alterna-
    tively, even if a response is generally permissible, the court’s
    26                                                 No. 21-2092
    response here was not. To Protho’s first argument, the district
    court has discretion on both whether and how to answer a
    jury’s question. See Hewlett, 
    453 F.3d at 880
    . As Protho points
    out, a district court cannot “attempt[] to override or interfere
    with the jurors’ independent judgment in a manner contrary
    to the interests of the accused.” United States v. Martin Linen
    Supply Co., 
    430 U.S. 564
    , 572–73 (1977). But Protho has pro-
    vided no authority supporting his argument that merely iden-
    tifying an exhibit which the jury specifically requested some-
    how interferes with the jury’s independence.
    As to his second argument, Protho has waived any chal-
    lenge to the instruction’s language by failing to object below.
    After the court decided to provide a substantive response to
    the note, Protho’s counsel agreed with the response’s pro-
    posed language. Indeed, Protho’s counsel even requested a
    change to the court’s proposed instruction, which the court
    then made. This approval of the instruction’s language
    waived any appellate challenge to it. Cf. United States v. Edge-
    worth, 
    889 F.3d 350
    , 355 (7th Cir. 2018) (approval of a jury in-
    struction waives appellate challenge to that instruction). We
    thus hold that the court did not abuse its discretion in re-
    sponding to the jury’s note.
    III
    Having found no error at or before trial, we next consider
    Protho’s sentence. He contends that the district court erred by
    awarding $87,770 in restitution based on the projected cost of
    Amani’s psychotherapy. A district court’s restitution order
    may require the defendant to pay any victim harmed by the
    defendant’s offense the cost of necessary medical and related
    professional services for psychiatric and psychological care.
    See 
    18 U.S.C. §§ 3663
    , 3663A; United States v. Danser, 270 F.3d
    No. 21-2092                                                   27
    451, 455 (7th Cir. 2001) (holding that similar language in 
    18 U.S.C. § 2259
     “allows for restitutionary damages for the fu-
    ture costs of therapy”). We review a district court’s restitution
    calculation for abuse of discretion, taking the evidence in the
    light most favorable to the government. United States v. Al-
    verez, 
    21 F.4th 499
    , 502–03 (7th Cir. 2021) (citation omitted).
    On Amani’s need for psychotherapy, the district court
    found the government’s expert, Dr. Diana Goldstein, a li-
    censed clinical neuropsychologist, “very well qualified in her
    field” and thus gave her testimony a “significant amount of
    weight.” Dr. Goldstein’s expert report noted that a child in
    Amani’s position would require, as a conservative estimate,
    24 months of outpatient treatment. But Dr. Goldstein also tes-
    tified that some patients in Amani’s position could need treat-
    ment and struggle for the rest of their lives. Moreover, Dr.
    Goldstein testified that Amani may have suffered a dissocia-
    tive experience (a type of psychosis related to post-traumatic
    stress disorder) during her trial breakdown. Amani had al-
    ready received more than 24 months of treatment, and the dis-
    trict court found it “pretty clear that an additional period of
    time [wa]s warranted” because Amani was still suffering the
    effects of the trauma based on her reaction to seeing Protho.
    The court found that Amani would need a substantial amount
    of therapy going forward based on her age and the event’s
    traumatic nature. The district court therefore projected that
    Amani would need therapy for eight more years (ten years
    total), which would cost $87,770.
    On appeal, Protho does not contest the estimated annual
    therapy cost ($8,777) or dispute that Amani had undergone
    treatment for two years. But he argues that the district court’s
    estimate that Amani would need treatment for eight more
    28                                                  No. 21-2092
    years lacked adequate evidentiary support. After viewing the
    evidence in the light most favorable to the government, we
    find that the district court did not abuse its discretion in pro-
    jecting that Amani would require treatment for eight more
    years. See Alverez, 21 F.4th at 502–03. Determining the dura-
    tion of future psychological treatment, as a prediction, neces-
    sarily prevents any conclusion based on mathematical cer-
    tainty. Cf. Danser, 270 F.3d at 455–56 (rejecting the defendant’s
    argument that restitution calculation for the victim’s future
    psychiatric therapy “was not determined with a degree of rea-
    sonable certainty”). And the district court’s finding that
    Amani would require treatment at least until she was 20 years
    old does not strike us as an unreasonable duration for some-
    one in her position, as a child snatched by a total stranger on
    her walk home from school, threatened with death, and sex-
    ually assaulted. Indeed, Dr. Goldstein’s expert testimony and
    report suggested that Amani may have suffered from a form
    of psychosis when she first tried to testify in court, even after
    two years of therapy, and that some similar patients may re-
    quire treatment for life.
    AFFIRMED
    No. 21-2092                                                   29
    JACKSON-AKIWUMI, Circuit Judge, concurring in part. I
    agree with much of the lead opinion’s analysis, except that I
    would hold that the district court abused its discretion when
    it admitted the testimony of the government’s fiber-analysis
    expert, FBI Forensic Examiner Ashley Baloga. Although the
    court reasonably concluded that Baloga was qualified to give
    opinions about fiber comparison, the government failed to
    make any showing that the methods she employed were reli-
    able. I nonetheless join my colleagues in affirming Protho’s
    conviction because Baloga’s testimony was only a small part
    of the evidence supporting the jury’s guilty verdict, rendering
    the error harmless.
    As with the lead opinion, my analysis starts with Rule 702
    of the Federal Rules of Evidence and Daubert v. Merrell Dow
    Pharms., Inc., 
    509 U.S. 579
     (1993). Rule 702 has four require-
    ments: (a) the witness must be qualified as an expert with sci-
    entific, technical, or other specialized knowledge that will
    help the jury; (b) the testimony must be based on sufficient
    facts or data; (c) the testimony must be “the product of reliable
    principles and methods”; and (d) the expert must have relia-
    bly applied those principles and methods to the facts of the
    case. Fed. R. Evid. 702(a)–(d). The government satisfied re-
    quirements (a), (b), and (d): it supplied evidence of Baloga’s
    qualifications, that she relied on data culled from the crime
    scene, and that she applied a “five-step process” to reach her
    conclusions. But the government failed to present any evi-
    dence regarding the reliability of that “five-step process.”
    When a proponent of expert testimony fails to satisfy Rule
    702(c)’s requirement of showing that an expert’s methods are
    reliable, Rule 702’s remaining requirements are meaningless.
    Even the most assiduous adherence to an established method
    30                                                   No. 21-2092
    will not produce reliable results if the underlying method is
    flawed. See Kumho Tire Co. v. Carmichael, 
    526 U.S. 137
    , 151
    (1999) (explaining that the application of methods generally
    accepted within a discipline will not establish reliability if
    “the discipline itself lacks reliability, as, for example, do the-
    ories grounded in any so-called generally accepted principles
    of astrology or necromancy”).
    To assess the reliability of an expert’s methods, courts ap-
    ply the standards described in Daubert. The Supreme Court
    outlined four factors that govern a court’s evaluation: (1)
    whether the scientific theory can be and has been tested;
    (2) whether the theory has been subjected to peer-review or
    academic publication; (3) whether the theory has a known or
    potential rate of error; and (4) whether the theory is generally
    accepted in the relevant scientific community. Daubert, 
    509 U.S. at
    593–94. This list is “neither exhaustive nor manda-
    tory”; reliability is assessed on a case-by-case basis. C.W. ex
    rel. Wood v. Textron, Inc., 
    807 F.3d 827
    , 835 (7th Cir. 2015).
    None of the Daubert factors were present here. Baloga’s ex-
    pert report is barebones. It does not explain whether her fiber-
    comparison methods have been tested, have been peer re-
    viewed or published in an academic journal, or have a known
    error rate. Nor does it provide any evidence from which the
    district court could conclude that her methods are generally
    accepted in the scientific community. Baloga’s report does not
    even clarify whether she followed all five steps in her five-
    step method; the report merely states that “[m]icroscopic ex-
    amination of textile fibers is accomplished by using one or more
    analytical techniques [mentioned in the report]” (emphasis
    added). And although Baloga describes each step of her pro-
    cess, she does so only in an attached slideshow presentation
    No. 21-2092                                                      31
    and only in broad, jargon-laden terms. For example, her
    presentation notes that “fluorescence microscopy” means to
    “[i]lluminate fiber with various wavelengths of light to ob-
    serve color and intensity of fluorescence.” She provides no
    further explanation, and it is not clear whether “fluorescence
    microscopy” involves more than simply shining a light on fi-
    bers while magnifying them.
    The district court nonetheless concluded that Baloga’s
    methods were reliable for two reasons: (1) her conclusions are
    falsifiable; and (2) fiber-evidence experts with similar qualifi-
    cations have been admitted in other cases. Both reasons fall
    well below the Daubert standard.
    First, the district court’s finding that Baloga’s conclusions
    are falsifiable was insufficient on its own to conclude that her
    methods were reliable. Falsifiability is the idea that a predic-
    tion can, in principle, be proven to be false. United States v.
    Mitchell, 
    365 F.3d 215
    , 235 (3d Cir. 2004). It is a cornerstone of
    modern science and part of what separates science from other
    fields of human inquiry. See Daubert, 
    509 U.S. at 593
    . I agree
    with the district court that Baloga’s fiber-analysis methods are
    falsifiable in the abstract sense that they could be disproven by
    showing that two matched fibers did not come from the same
    source. But falsifiability alone is not an indicator of reliability.
    Consider a real-life example: History is rife with failed
    doomsday predictions from religious leaders and others who
    predicted with confidence the date of the end times. 1 These
    predictions were falsifiable because one could simply wait to
    1 See Encyclopedia Britannica, 10 Failed Doomsday Predictions,
    https://www.britannica.com/list/10-failed-doomsday-predictions (last
    visited July 13, 2022).
    32                                                   No. 21-2092
    see if the world ended on the predicted date. Often, the prog-
    nosticators relied on what they claimed were rigorous meth-
    ods, such as astrology or esoteric readings of the Bible. The
    falsifiability of the predictions, however, did not make those
    methods reliable. Testing showed they were not.
    Accordingly, the Supreme Court did not refer to only hy-
    pothetical falsifiability when it described falsifiability as an
    indicium of reliability in Daubert. Rather, it explained that a
    scientific methodology “is based on generating hypotheses
    and testing them to see if they can be falsified,” and so a “key
    question to be answered in determining whether a theory or
    technique is scientific knowledge that will assist the trier of
    fact will be whether it can be (and has been) tested.” Daubert,
    
    509 U.S. at 593
     (emphasis added). See also Nease v. Ford Motor
    Co., 
    848 F.3d 219
    , 232 (4th Cir. 2017) (holding that court erred
    in admitting expert testimony because, although expert had a
    plausible hypothesis for car’s mechanical failure, expert had
    not tested that hypothesis). Maybe Baloga or the FBI con-
    ducted tests to determine the error rate of their fiber-analysis
    process, but the government did not provide any evidence of
    such testing to the district court. The falsifiability of Baloga’s
    methods is meaningless without some indication of further
    testing.
    The district court’s only other, and primary, reason for
    finding Baloga’s opinions reliable was that similar fiber evi-
    dence has been admitted in other cases. The lead opinion and
    the government also adopt this position. I disagree that any
    of the fiber-evidence cases presented by the government or
    cited in the lead opinion are evidence of Baloga’s reliability. I
    see nothing in those decisions to suggest that the expert in
    No. 21-2092                                                                33
    each case applied the same five-step method used by Baloga. 2
    And court rulings on the reliability of other experts, who may
    or may not have applied the same methods, do not establish
    the reliability of Baloga’s analysis. Even when the same wit-
    ness has been qualified as an expert in prior cases, we have
    warned courts not to assume the reliability of that witness’s
    testimony in a new case. See United States v. Godinez, 
    7 F.4th 628
    , 637–38 (7th Cir. 2021) (court erred by concluding that wit-
    ness’s qualification as expert in prior case weighed toward re-
    liability when prior case did not include challenge to expert’s
    methods).
    The lead opinion relies on a 2009 report from the National
    Academy of Sciences as an additional ground for finding that
    the relevant scientific community generally accepts fiber evi-
    dence. See NAT’L RESEARCH COUNCIL, STRENGTHENING
    FORENSIC SCIENCE IN THE UNITED STATES: A PATH FORWARD
    162–63 (2009). This report is not the slam dunk the lead opin-
    ion suggests. The report actually highlights the lack of re-
    search determining the error rate of certain fiber-comparison
    methods. And rather than suggesting that Baloga’s five-step
    method is a “standardized procedure” used by all fiber-evi-
    dence technicians, the report notes that a variety of methods
    are used. The lead opinion is correct that the report states that
    fiber analysis can be used to associate a given fiber with a class
    of fibers; that is, whether two fibers came from the same broad
    type of fabric. 
    Id. at 161
    . The report further clarifies, however,
    that “none of the[] characteristics [identified during fiber
    2 See United States v. Santiago Santiago, 
    156 F. Supp. 2d 145
    , 152 (D.P.R.
    2001), United States v. Barnes, 
    481 F. App'x 505
    , 514 (11th Cir. 2012), United
    States v. Lujan, No. CR 05-0924 RB, 
    2011 WL 13210238
    , at *4 (D.N.M. July
    14, 2011), and State v. Fukusaku, 
    946 P.2d 32
    , 44 (Haw. 1997).
    34                                                  No. 21-2092
    analysis] is suitable for individualizing fibers (associating a
    fiber from a crime scene with one, and only one, source).” 
    Id.
    To Baloga’s credit, she did not explicitly state that any two
    fibers “matched” or claim to predict the likelihood that they
    came from a common source with any statistical precision.
    But she implied as much by repeatedly insisting during her
    testimony that one would not expect two random fibers to
    have all the common characteristics that she identified.
    The lead opinion’s reliance on the 2009 report—as well as
    its reliance on other authorities that predate that report—also
    overlooks the sea change that has occurred in forensic science
    over the last decade. The 2009 report was the first in a series
    of federal studies on the use of forensic science in criminal in-
    vestigations. It revealed systemic problems plaguing the fo-
    rensic science community and led to a series of reform initia-
    tives and further review of how forensic evidence is used. See
    PRESIDENT’S COUNCIL OF ADVISORS ON SCI. AND TECH.,
    FORENSIC SCIENCE IN CRIMINAL COURTS: ENSURING SCIENTIFIC
    VALIDITY OF FEATURE-COMPARISON METHODS, 34–35, §§ 2.7
    and 2.8 (2016) (describing 2009 report’s impact). Hair and fi-
    ber evidence came under particular scrutiny. To be clear,
    Baloga did not testify about hair; she conducted both fiber-
    and hair-comparison analysis for her report, but the govern-
    ment decided to present only the fiber analysis at trial. None-
    theless, Baloga’s report suggests that her methods for fiber
    and hair analysis are similar, with at least some overlapping
    steps. The government likewise conflates fiber and hair anal-
    ysis in its appellate brief, suggesting that the government also
    sees these fields as interrelated. Studies about both types of
    evidence are thus relevant to my analysis.
    No. 21-2092                                                                35
    A 2015 review of the use of forensic evidence by the FBI
    and the Department of Justice concluded that forensic experts
    had overstated the strength of forensic hair matches in more
    than 95 percent of cases. 3 This revelation was followed by a
    2016 report from the President’s Council of Advisors on Sci-
    ence and Technology, which dug deeper into the history of
    hair analysis and concluded that the DOJ’s foundational stud-
    ies on hair comparison were flawed. See FORENSIC SCIENCE IN
    CRIMINAL COURTS, 118, § 5.7. Public concern about potentially
    unreliable forensic evidence has only grown since then, gar-
    nering significant media coverage.4
    The disintegrating consensus around hair and fiber evi-
    dence further highlights the problem with the district court’s
    assumption that Baloga’s opinions are reliable because simi-
    lar experts have testified in other cases. Science, by its nature,
    is always evolving. Forensic testimony that seemed reliable at
    one time may later be shown to have been founded in specu-
    lation. Courts do the parties a disfavor when they assume that
    an expert is reliable merely because her testimony seems su-
    perficially similar to testimony admitted in the past. See
    FORENSIC SCIENCE IN CRIMINAL COURTS, 143–44 § 9.2
    3 See Press Release, Federal Bureau of Investigation, FBI Testimony on
    Microscopic Hair Analysis Contained Errors in at Least 90 Percent of
    Cases      in      Ongoing       Review,       (Apr.       20,     2015),
    https://www.fbi.gov/news/press-releases/press-releases/fbi-testimony-
    on-microscopic-hair-analysis-contained-errors-in-at-least-90-percent-of-
    cases-in-ongoing-review.
    4 See Forensic Hair Analysis: A Curated Collection of Links, The Marshall
    Project, https://www.themarshallproject.org/records/1234-forensic-hair-
    analysis (last visited July 13, 2022) (collecting articles from various publi-
    cations).
    36                                                         No. 21-2092
    (describing how an overreliance on past precedent has led
    courts to erroneously assume that various forensic methods
    are reliable). The cost of such assumptions can be high: Ac-
    cording to statistics compiled by The National Registry of Ex-
    onerations at Michigan Law School, about a quarter of all ex-
    onerations involve false or misleading forensic evidence as a
    contributing factor for the wrongful conviction. 5
    I agree with the lead opinion that district courts have
    broad discretion in how they determine the reliability of sci-
    entific testimony. And I reiterate that Daubert does not impose
    a checklist; the absence of any one Daubert factor does not nec-
    essarily make evidence unreliable. United States v. Smith, 
    215 F.3d 713
    , 720 (7th Cir. 2000). But here, not merely one of Daub-
    ert’s factors for assessing reliability was missing—all were. I
    am not suggesting that fiber evidence is inadmissible in all
    cases, nor do I claim to predict whether the government could
    establish that such evidence is reliable in a future case under
    the proper standard. Perhaps the lead opinion is right that the
    scientific community would still rally around the methods
    employed by Baloga and similar experts. But the government
    did not make that showing in the district court. And on that
    basis, the district court abused its discretion by admitting
    Baloga’s testimony.
    I nonetheless join the lead opinion in affirming Protho’s
    conviction because, as the lead opinion has aptly explained,
    the evidence against Protho was overwhelming. An error at
    trial is harmless when it appears “beyond a reasonable doubt
    5 See % Exonerations by Contributing Factor, The National Registry of
    Exonerations, https://www.law.umich.edu/special/exoneration/Pages/Ex-
    onerationsContribFactorsByCrime.aspx (last visited July 13, 2022).
    No. 21-2092                                                    37
    that the error complained of did not contribute to the verdict
    obtained.” United States v. Parker, 
    11 F.4th 593
    , 596 (7th Cir.
    2021) (quoting Mitchell v. Esparza, 
    540 U.S. 12
    , 17–18 (2003)).
    Because the government introduced video and testimonial
    evidence identifying Protho as the perpetrator and establish-
    ing that Amani was inside Protho’s car, the fiber evidence
    ended up being a relatively small part of the government’s
    case. Its exclusion would not have made the government’s
    case significantly less persuasive in the mind of the average
    juror. See 
    id.
     (citing United States v. Stewart, 
    902 F.3d 664
    , 683
    (7th Cir. 2018)).