Henderson v. MBTA ( 2020 )


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  •           United States Court of Appeals
    For the First Circuit
    No. 19-1720
    DARRY MASON HENDERSON,
    Plaintiff, Appellant,
    v.
    MASSACHUSETTS BAY TRANSPORTATION AUTHORITY,
    Defendant, Appellee.
    APPEAL FROM THE UNITED STATES DISTRICT COURT
    FOR THE DISTRICT OF MASSACHUSETTS
    [Hon. Patti B. Saris, U.S. District Judge]
    Before
    Torruella, Lynch, and Barron,
    Circuit Judges.
    James R. Tewhey, with whom Michelle Carnevale was on brief,
    for appellant.
    David J. Santeusanio, with whom Andrew E. Silvia and Holland
    & Knight LLP were on brief, for appellee.
    September 30, 2020
    LYNCH, Circuit Judge.     Plaintiff Darry Mason Henderson,
    a    black   male   and    Massachusetts      Bay    Transportation     Authority
    ("MBTA")       foreman,   brought    claims     of    racial      discrimination,
    unlawful     retaliation,     and    negligent       infliction    of   emotional
    distress against the MBTA.          The racial discrimination claim stems
    from Henderson's unsuccessful application for promotion to two
    MBTA supervisor positions in September 2012.               The positions went
    to two white persons who received higher interview rankings than
    Henderson.       In fact, Henderson's rankings placed him nineteenth
    out of the twenty candidates interviewed.               Henderson claims that
    the MBTA did not select him because of his race.                  Henderson also
    contends     that   the   MBTA   retaliated     against    him     by   no   longer
    assigning him podium duty, a type of work assignment, because he
    complained of racially motivated verbal abuse by a supervisor.
    The district court granted summary judgment to the MBTA on all
    three claims.
    On appeal, Henderson challenges the grant of summary
    judgment on the racial discrimination and retaliation claims. Both
    challenges are meritless.        We affirm.
    I.
    A.     Facts
    Henderson began working at the MBTA as a construction
    laborer in 1991.          In 1995, he was promoted to the position of
    laborer foreperson, in which he led a two- to four-person crew
    - 2 -
    that identified and fixed maintenance issues.                        He also served as
    a temporary-change supervisor ("TC supervisor") from 2000 to 2005.
    A   TC       supervisor     fills    in    for    a   permanent     supervisor    when   a
    supervisor is absent (typically when a supervisor is on leave) or
    when         a   supervisor     position     is    vacant     and   has   not   yet   been
    permanently filled.                When he was a TC supervisor, Henderson
    supervised carpenters, roofers, laborers, and cement finishers.
    He supervised up to thirty of these employees at any given time.
    During           this   time,     Henderson       unsuccessfully      applied    to   two
    permanent supervisor positions.1                      In 2005, he returned to his
    former role as a laborer foreperson.                       By the time he applied for
    the permanent supervisor position in 2012, he had not performed
    supervisory duties in seven years.                     Further, he had applied for
    two permanent supervisory positions in 2005, and others were found
    to be better qualified for both positions.
    1.        The Hiring Process
    In November 2011, the MBTA posted openings for two
    permanent           supervisor       positions        of     Building     and    Station
    Maintenance.            The "minimum entrance requirements" ("MERs") for the
    positions included: a high school diploma or GED; at minimum five
    years'           work   history    in     building     and    equipment    maintenance;
    1During the same period, Debra Gilcoine was promoted to
    one of these permanent supervisor positions. She was promoted to
    superintendent three to four years later.
    - 3 -
    supervisory experience; the ability to use Word, Excel, Database,
    PeopleSoft, or Mainframe applications; effective organizational
    skills;    and    passing   a   Criminal      Offender       Record    Information
    ("CORI")    check,     background      check,     and        medical     screening.
    According to the longstanding practice of the MBTA, which it
    uniformly applies, the MERs fell into two categories: those that
    an application and resume must demonstrate for an applicant to
    receive an interview, and those that are not required for an
    interview but that an applicant must have to receive the job.                    An
    applicant need not demonstrate the ability to use the computer
    applications listed in the computer skills MER to receive an
    interview, as it fell into the latter category.                Two of the listed
    computer applications were proprietary to the MBTA and outside
    applicants were not expected to know those programs.                   A temporary
    hiring freeze at the MBTA delayed the hiring process for the
    permanent supervisor positions.
    Before   restarting       the   hiring   process      the     following
    summer, Steven Emde, an MBTA human resources ("HR") staffing
    manager,    met    with     current     employees       to     recruit    internal
    applicants.2      Both Henderson and Gilcoine were at this meeting.
    2    Emde began working at the MBTA in 1998 as an HR
    representative.   Before that, he had worked as both an adjunct
    professor at Bridgewater State College and at MVP Sports from 1995
    to 1997. In 2007, Emde was promoted to senior HR generalist. In
    2009, he was promoted to manager of staffing. As the manager of
    staffing, he oversaw the work of HR generalists. Throughout his
    - 4 -
    After Gilcoine told Henderson she would be on the positions'
    selection committee, Henderson expressed to Emde his concern that
    Gilcoine's longtime friendship with one of the other applicants,
    painter   foreperson   Bernadette    Higgins,    would   make   Gilcoine's
    participation    unfair.      Emde    notified     his   superior    about
    Henderson's concern and they removed Gilcoine from the committee.
    Emde did not notify any other members of the committee or anyone
    else involved in the hiring process about Henderson's concern.
    On September 5, 2012, the permanent supervisor positions
    were reposted.     The application form for the positions asked
    roughly twenty questions, including about an applicant's personal
    information, education and skills, work history, past or current
    work at the MBTA, and professional references.           The application
    form's "Availability & Eligibility" section asked specific yes-
    or-no questions about whether the applicant could work all days
    and all shifts, was at least eighteen years old, and was "legally
    eligible" to work in the United States.         The "Education & Skills"
    section included space for the applicant to list any schools the
    applicant had attended, and stated "Please list any additional
    education or training relevant to this position" and "Please list
    other skills, including computer or language skills, that are
    relevant to this position."
    time at the MBTA, Emde screened resumes, made job postings, and
    conducted interviews.
    - 5 -
    To decide whom to invite to interview, Emde considered
    four    MERs:     high   school      diploma/GED,         relevant     work    history,
    supervisory       experience,         and,     for     internal        applicants,     a
    satisfactory work record for the past two years.                       At this point,
    Emde    did    not    consider       the   effective       organizational       skills,
    computer       skills,   CORI       check,     background        check,   or    medical
    requirements MERs.         Emde reviewed the applications for the four
    screening MERs to decide whom to invite for an interview.                            For
    certain MERs, like the computer skills MER, no answer was required
    by the form.         The applicants were free to leave certain sections
    unrelated to the four screening MERs unanswered, like the other
    relevant skills "including computer or language skills" section.
    The application did not ask applicants to answer whether they met
    the    computer      skills   MER     or     which   of    the    relevant      computer
    applications they had the ability to use.
    The applications and resumes of the selected applicants
    were    made    available      to    the     selection      committee     before     the
    interviews.       The committee was given a scoring sheet with the
    questions to be asked.           This was longstanding MBTA practice and
    was uniformly applied.          Each member of the committee used the same
    form, which required each member to post numeric scores for the
    candidates' answers to each question.                     Emde also provided the
    selection      committee      with    an     "answer      key"    to   the     interview
    questions, which expressly focused on many of the MERs, including
    - 6 -
    the effective organizational skills and computer skills MERs.             The
    answer key provided the interviewers with the same important
    elements to look for in the candidates' answers, which allowed the
    committee to take a more objective approach in its scoring.
    One   hundred    nineteen   people    applied    for   the   two
    positions,    including      Henderson   and   Higgins.      Higgins   listed
    Gilcoine as a reference.       William Melchionda, a white male who had
    not worked for the MBTA but had twenty years of construction and
    building maintenance experience, also applied.3              Melchionda did
    not fill in the section of his application regarding "other skills,
    including computer or language skills, that are relevant to this
    position."
    Twenty-three applicants were invited to interview, of
    whom twenty accepted.        The selection committee interviewed these
    twenty applicants over the course of six days from November 28,
    2012, to December 18, 2012.        The committee was composed of Emde;
    John Martin, a supervisor in the electrical power department; and
    Andrew Baker, an engineering and maintenance director.4             All three
    are white men.       Emde has served on a couple hundred selection
    3    Melchionda listed Bill Perez, the head of the MBTA's HR
    department, and Perez's brother as references. Perez never spoke
    with anyone involved in the selection process and the selection
    committee did not discuss Perez's inclusion as a reference.
    4    Emde testified that a selection committee typically
    comprises, at minimum, one HR representative and one or more
    members of the department of which the position is a part.
    - 7 -
    committees.    Over the course of his career at the MBTA, Martin has
    served on the selection committee in twenty to thirty interview
    processes.     At that time, Martin had about fourteen years of
    supervisory    experience    at   the    MBTA.      In   consequence,        Martin
    understood the duties and necessary qualifications of an MBTA
    supervisor.     It was his understanding that the hiring/promotion
    decision would be based solely on the candidates' interview scores.
    This committee interviewed Henderson and Higgins on November 28,
    Melchionda on December 4, and the seventeen other candidates during
    the interview period.        Of these seventeen other candidates, two
    were black, one was Asian, and the rest were white.
    MBTA policy states that the committee members ask each
    applicant a set of uniform questions and each committee member,
    using guidelines developed by HR, assigns a numerical score to the
    applicant's    response   to   each     question.        During       each   of   the
    candidate's     responses,     the    interviewers       take     notes.          The
    interviewers    typically    record     the   scores     for    the    candidate's
    responses at the end of each interview.           Generally, the members of
    the committee do not discuss the applicants or their answers with
    each   other   before   recording       scores.     Under       its    policy     and
    longstanding, uniform practice, the MBTA hires the applicant(s)
    with the highest scores, unless an applicant fails a background
    check or medical screening.
    - 8 -
    Before the final hiring decision is made, HR sends a
    summary of the hiring process and the resumes of the recommended
    hires to the MBTA's Office of Diversity and Civil Rights ("ODCR"),
    which must approve any new hire.           The ODCR reviews information on
    the demographics of the applicants, the application process, and
    the resumes of the recommended candidates.                 It will stop the
    application process if it is not comfortable with the way the
    process is proceeding.        There is no evidence that the MBTA did not
    follow its uniform policy and practice, and evidence that it did.5
    Henderson received a total cumulative score of 117, with
    a sixty-one from Martin and a fifty-six from Emde, and so had the
    second-lowest combined score of the entire group of applicants.
    At least one black candidate received higher scores than Henderson
    did.       Eighteen of the nineteen other candidates received higher
    scores.      Higgins, who is white, had the highest score: Martin gave
    her a ninety-four and Emde gave her a ninety-three.6
    Higgins   had   supervised    far   larger    groups   of   MBTA
    employees than Henderson had and she had done so more recently as
    5  Emde and Martin testified that the MBTA followed this
    uniform policy and practice. Sayten Patel described the interview
    process and scoring just as the MBTA has described it was used.
    There is no contrary evidence.
    6  Baker gave all but one applicant very low scores and,
    after HR discovered that Baker's subordinate had recommended that
    applicant, HR removed Baker's scores from the hiring calculations.
    The removal of Baker's scores did not affect Henderson's ranking
    with respect to the other candidates.
    - 9 -
    a TC supervisor.         Emde considered Higgins's responses to be "the
    best    among   those     interviewed    and    substantially        better   than
    Henderson's responses."
    For example, interview question two asked the candidate
    to "tell us about your experience managing large maintenance and/or
    construction projects" and "what your responsibilities were during
    these projects."     In response, Higgins stated that she had managed
    multiple MBTA paint shop shifts for the past decade and had
    personally managed the MBTA's Revive & Guide program and its fifty-
    four employees while ensuring it was completed on time.
    As another example, question nine asked: "Have you ever
    had    to   discipline    an    employee?      Please   tell    us    about   your
    experience in handling employee discipline and include in your
    answer if the discipline was defined by a union agreement."
    Higgins spoke about her investigation of an employee's attendance
    policy violation in which she followed union procedures and issued
    the employee a written warning.
    Melchionda had the next highest score, with scores of 92
    from    both    Martin    and    Emde.      Melchionda    had    supervised      a
    significantly larger group of employees than Henderson had: sixty,
    rather than thirty.        His supervisory experience was not only more
    significant but more recent.         Melchionda had independently managed
    complex construction projects and had experience with managing a
    unionized crew.
    - 10 -
    In response to question two, Melchionda gave a detailed
    explanation of his supervision of sixty employees in a unionized
    production and manufacturing facility, his management of a $1.5
    million roofing project, and his experience leading a thirteen- to
    twenty-eight-person crew that maintained twenty-one properties.
    As   to   question    nine,   Melchionda       spoke    about   his    experience
    supervising     unionized     labor     with    the    progressive     discipline
    outlined   in   the   union    contract,       and    his   conflict   resolution
    preferences.
    Question four of the interview asked:
    Please tell us about your computer skills?
    [sic] Have you ever used and [sic] Asset
    Management system? What would be the value of
    having a computerized system that tracks the
    status of needed repairs?
    This question was, in effect, composed of two questions: The first
    question addressed a candidate's computer skills and experience
    with an Asset Management system.          The second question addressed a
    candidate's views on and understanding of a computerized repair-
    tracking system.      Only the first question was covered by a MER.
    Martin and Emde each gave Henderson a score of four and Melchionda
    a score of seven for question four.            The committee notes show that
    Henderson's     response      focused    on     his    experience      with   word
    processing software and "Blue Zone" software and he mentioned that
    a computerized system would "overcome gaps to get trades together."
    - 11 -
    The notes also imply that he repeatedly stated that such a system
    "would be great."
    The notes show that Melchionda stated he had "minimal
    [computer] use [at] this time," but had "operational exp[erience]"
    using computer systems with maintenance logs and work orders.                         The
    notes also state that Melchionda used a computer at home and
    "everyday."        As to the second computer question, the notes reflect
    that Melchionda stated that a computerized system would "save[]
    time," be "more efficient," and "keep records."
    After scoring the applicants, HR contacted David Benson,
    one of Melchionda's references.                 Benson said: "[Melchionda's] been
    gone    for    a    long   time    and    was    my   foreman.    He     moved   on    to
    better/greener pastures.            Got to go now."
    In January 2013, the selection committee recommended
    Higgins and Melchionda for the positions, as they had the highest
    scores.        Its recommendation was referred to the ODCR, which
    approved of hiring Melchionda and Higgins.                   In February, Higgins
    and Melchionda were informed that they had received the positions.
    On February 28, Henderson was told that he was not selected.                           He
    has continued in his same role at the MBTA and Melchionda is now
    his supervisor.           After Melchionda was hired, Henderson taught him
    about    the       MBTA    and    its    policies,     procedures,     and   internal
    proprietary         computer      system.         Melchionda     later     stated      at
    - 12 -
    deposition that the MBTA-specific computer applications Henderson
    taught him were "all very basic" and not hard to learn.
    2.     The Retaliation Claim
    On October 12, 2012, the MBTA did not assign Henderson
    to "podium duty," and instead chose another laborer foreperson.
    Those assigned to podium duty help set up the podium and speakers
    for government officials giving speeches.     The duty often results
    in overtime pay.   The union steward typically decides who receives
    such duties, but Gilcoine had some influence over the assignment.
    Henderson had worked podium duty for the five years before October
    2012 but has not been assigned it since.      He has, however, been
    assigned other overtime duties at the same rate as podium duty
    since October 2012.     Podium duty also does not always result in
    overtime pay.
    Henderson claims that Gilcoine yelled at him for using
    an MBTA computer in Charlestown to fill out paperwork on January
    31, 2013.   Specifically, he states that Gilcoine yelled: "Get out
    of the office, Darry.   I don't want you in there."   Other employees
    often used this office as well. Henderson claims that he discussed
    this incident with Sayten Patel,7 a deputy director in their
    department, about a week later.         Henderson mentioned that he
    7     Patel knew Henderson wanted to be a supervisor, and
    testified that he was "trying to help . . . Henderson develop his
    skills so that he would be a viable candidate for the [supervisor]
    position."
    - 13 -
    thought it was due to his race.    He claims that Patel said he would
    speak to Gilcoine about the incident.       Gilcoine testified that
    this incident never occurred and Patel testified that he and
    Henderson never spoke about the incident.
    3.     The MCAD Complaint
    On September 20, 2013, Henderson filed a charge of
    discrimination and retaliation with the Massachusetts Commission
    Against Discrimination ("MCAD").    The Equal Employment Opportunity
    Commission sent Henderson a right to sue letter on August 4, 2017.
    B.   Procedural History
    On October 26, 2017, Henderson sued the MBTA in the U.S.
    District Court for the District of Massachusetts.         He alleged
    racial discrimination in violation of Title VII, retaliation in
    violation of Title VII, and negligent infliction of emotional
    distress.    After discovery concluded, the MBTA moved on February
    8, 2019, for summary judgment on all counts.       Henderson opposed
    summary judgment on the discrimination and retaliation claims, but
    conceded that the claim for negligent infliction of emotional
    distress was meritless.
    Henderson argued that the MBTA hired both Higgins and
    Melchionda instead of him because of his race and that the MBTA's
    stated reliance on the interview scores to make the hiring decision
    was pretextual.    Henderson also argued that, in response to his
    complaint to Patel, Gilcoine retaliated against him by no longer
    - 14 -
    assigning him podium duty.              The district court concluded both
    arguments were meritless.           The district court reasoned that,
    although it read the record as showing that Henderson may have had
    better computer skills and that there was some subjectivity in the
    interview process, the MBTA's use of the highest scores after the
    interviews    was    not   shown   to    be    pretextual.        The    court   also
    concluded     that    Henderson    did        not   offer   any    evidence      that
    discrimination motivated the hiring decision.
    The district court concluded that the retaliation claim
    was   meritless      because   Henderson        could   not   prove      causation:
    Henderson was taken off podium duty five months before he allegedly
    complained of the computer incident with Gilcoine.                         Although
    Henderson argued that his continued denial of podium duty was
    retaliatory, he provided no evidence that either the union steward
    or Gilcoine knew of his alleged complaint to Patel.
    On July 16, 2019, Henderson appealed.
    II.
    A.    Standard of Review
    We review the grant of summary judgment de novo. Theidon
    v. Harvard Univ., 
    948 F.3d 477
    , 494 (1st Cir. 2020).                    "We view the
    record in the light most favorable to the nonmoving party and make
    all reasonable inferences in that party's favor." Johnson v. Univ.
    of P.R., 
    714 F.3d 48
    , 52 (1st Cir. 2013) (citations omitted).                     In
    opposing summary judgment, the plaintiff bears the burden of
    - 15 -
    producing evidence sufficient to rebut the defendant's arguments
    but cannot rely on "conclusory allegations, improbable inferences,
    . . . or rank speculation."             Theidon, 948 F.3d at 494 (quoting
    Ahern v. Shinseki, 
    629 F.3d 49
    , 54 (1st Cir. 2010)).                   Similarly,
    the    plaintiff's    "subjective       belief    of   discrimination     is   not
    sufficient to withstand summary judgment."                Tyree v. Foxx, 
    835 F.3d 35
    , 42 (1st Cir. 2016).
    B.     Henderson Has Not Shown Pretext and Discriminatory Motivation
    as to the Hiring/Promotion Decision
    Henderson argues he has produced sufficient evidence to
    get to a jury on his claim that he was denied a promotion based on
    his race.   Henderson provides no evidence to support his assertion
    that the MBTA deviated from its policy in that he would not have
    been given an interview had he left blank the computer skills
    portion of the application form.                 He argues an inference of
    discrimination       can   be   drawn   from     the   decision   to   interview
    Melchionda despite Melchionda leaving blank the question as to the
    computer skills on the application form, and from the higher scores
    given to Melchionda on that particular question after Melchionda
    explained his computer abilities at the interview. He acknowledges
    that he has no direct evidence that any member of the interviewing
    team or the reviewing team was motivated by racial animus against
    him.   His argument, in essence, is that because he was a long time
    MBTA employee who had five years of experience as a TC supervisor
    - 16 -
    ending some six to seven years before, the MBTA's decision not to
    promote him must have been racially motivated.               He supports this
    contention with evidence not specific to him or to the promotion
    process used here, but to what he characterizes as a sorry history
    of racism at the MBTA.       He does not respond to the MBTA's argument
    that even if Henderson had been given a higher score on that
    question, Henderson still would not have received the promotion
    given his being next to last on the scores.
    Henderson's claim relies on indirect evidence, and so we
    apply    the    McDonnell   Douglas     burden-shifting    test.      McDonnell
    Douglas Corp. v. Green, 
    411 U.S. 792
    , 802-04 (1973); see also
    Thompson v. Coca-Cola Co., 
    522 F.3d 168
    , 176 (1st Cir. 2008).
    Henderson first bears the burden of establishing a prima facie
    case. To do so, he must show that (1) he is a member of a protected
    class, (2) he was qualified for the position to which he applied,
    (3)     he   was   not   hired,   and    (4)   an    applicant   with   similar
    qualifications received the position.               See Goncalves v. Plymouth
    Cty. Sheriff's Dep't, 
    659 F.3d 101
    , 105 (1st Cir. 2011).
    The burden of production then shifts to the MBTA, which
    must     "present    a   legitimate,     non-discriminatory        reason"   for
    choosing Melchionda over Henderson.            See Thompson, 
    522 F.3d at 176
    (quoting Quiñones v. Houser Buick, 
    436 F.3d 284
    , 289 (1st Cir.
    2006)).
    - 17 -
    If the MBTA satisfies this burden, Henderson must "show
    by a preponderance of the evidence that the [MBTA's] proffered
    reason is pretextual and that the actual reason for [not promoting
    him] is discriminatory." Johnson, 714 F.3d at 54; see also Pearson
    v. Mass. Bay Transp. Auth., 
    723 F.3d 36
    , 40 (1st Cir. 2013)
    (Souter, J.) ("To defeat summary judgment, [the plaintiff] must
    offer 'some minimally sufficient evidence, direct or indirect,
    both of pretext and of [the MBTA's] discriminatory animus.'"
    (second alteration in original) (second emphasis added) (quoting
    Acevedo-Parilla v. Novartis Ex-Lax, Inc., 
    696 F.3d 128
    , 140 (1st
    Cir. 2012))).   To show pretext, Henderson must do more than just
    allege he was more qualified: "[I]n the absence of strong objective
    evidence (e.g., test scores), proof of competing qualifications
    will seldom, in and of itself, be sufficient to create a triable
    issue of pretext."    Rathbun v. Autozone, Inc., 
    361 F.3d 62
    , 74
    (1st Cir. 2004).   He has not met this burden.
    Henderson   independently    has   not   met   his   burden   to
    produce "evidence . . . permit[ting] a factfinder reasonably to
    infer that unlawful discrimination was a determinative factor in
    the [MBTA]'s decision."   Feliciano de la Cruz v. El Conquistador
    Resort & Country Club, 
    218 F.3d 1
    , 8 (1st Cir. 2000).          Henderson
    must show that the MBTA's motivation was "unlawful," not merely
    "inappropriate."   Ahmed v. Johnson, 
    752 F.3d 490
    , 498 (1st Cir.
    2014).
    - 18 -
    As we often do, "[w]e . . . 'bypass the prima facie case
    issue,'" and get to the question of whether Henderson's evidence
    of pretext is sufficient.         Luceus v. Rhode Island, 
    923 F.3d 255
    ,
    258 (1st Cir. 2019) (first alteration in original) (quoting Cham
    v. Station Operators, Inc., 
    685 F.3d 87
    , 95 (1st Cir. 2012));
    accord Espinal v. Nat'l Grid NE Holdings 2, LLC, 
    693 F.3d 31
    , 35
    (1st Cir. 2012).
    The MBTA's stated reason for not hiring Henderson was
    that he "performed poorly on the interview -- so poorly that his
    scores   placed    him    19th   of   the    20    candidates   to   receive   an
    interview."    The MBTA said that it followed its "hiring practices"
    and selected Melchionda and Higgins because they "received the top
    two scores of all interviewees."               Henderson concedes that his
    interview score was ranked nineteenth of twenty and that Higgins's
    and Melchionda's scores were the two highest. The MBTA also stated
    that "Melchionda's and Higgins's high interview scores reflect
    their    better    qualifications      and     that   they   more    effectively
    communicated      their   experience     and      credentials."      The   record
    supports    this     legitimate,       nondiscriminatory        reason,     which
    satisfies the MBTA's burden of production.              See Hicks v. Johnson,
    
    755 F.3d 738
    , 744, 746-47 (1st Cir. 2014).                   Henderson has not
    produced sufficient evidence that this nondiscriminatory reason
    was pretextual to avoid summary judgment.
    - 19 -
    1.   The MBTA Did Not Apply a Racially Differential Criteria
    as to the Computer Skills MER
    Henderson first argues that the MBTA applied racially
    discriminatory standards to Melchionda's benefit throughout the
    hiring/promotion   process.8         He     contends   that    Melchionda's
    application did not satisfy the computer skills MER so Melchionda
    should not have received an interview.          Henderson also argues that
    Melchionda's interview responses did not show he had the requisite
    computer skills, that he did not satisfy the computer skills MER,
    and so should not have been eligible to be hired.                 Henderson
    asserts that the MBTA applied different standards as to the
    computer skills MER and did so because Melchionda is white.               For
    several reasons, these arguments lack merit.
    The   MBTA   did   not   apply    a   differential   standard    by
    inviting Melchionda to interview.            Henderson contends that an
    applicant must meet all of the MERs to receive an interview.              The
    record refutes this assertion.
    An applicant only needs to meet some of the MERs to
    receive an interview.        The MBTA had a consistent policy and
    8    Henderson's complaint alleges that he was more qualified
    than both Higgins and Melchionda and they were afforded disparate
    treatment because of their race. But on appeal, Henderson argues
    only that he was more qualified than Melchionda and the MBTA
    applied different rules to Melchionda due to his race. Henderson's
    claim based on Higgins's selection has therefore been dropped on
    appeal. Nonetheless the process used in the decision to promote
    her is relevant to and supports the MBTA's position, and refutes
    Henderson's claim of differential treatment based on race.
    - 20 -
    practice of using some MERs for one reason and others for a
    different reason to be satisfied only before final hiring.    Some
    MERs were listed to provide notice to applicants that certain
    skills were requirements of the job and that, to carry out the
    job, a successful candidate might need to use the skills listed.
    These MERs informed applicants that, even if they received an
    interview, they would still need to meet those MERs to be hired.
    Henderson also admits that the interview process was as the MBTA
    described it, in that some MERs would be assessed after the
    decision to extend an interview offer.   The questions in which an
    applicant might choose to address certain MERs, including the
    computer skills MER, were not required to receive an interview.
    Melchionda receiving an interview without answering the question
    related to relevant computer skills does not evidence pretext.9
    9    Our review is de novo and, save the district court's
    conclusion that Henderson did not show pretext, we do not credit
    or agree with the district court's characterizations of the
    evidence or find its conclusions supported by the record.
    There is no basis to question, as the district court
    seemingly did, the MBTA's explanation that only some of the MERs
    determine whether an applicant receives an interview, and the
    computer skills MER is one of those. The district court stated:
    "It is hard to understand why someone who left an answer blank on
    a minimum required job skill was given an interview . . . ." The
    record does not support the court's language.
    The district court also treated all interview scoring
    together as a subjective evaluation, and that was an error. That
    some of the interview criteria were more subjective than others
    does not alter the fact that Melchionda objectively had more
    experience than Henderson and met the MERs.       Having met the
    - 21 -
    Further,     because   Emde   did     not    screen    any    of   the
    applicants for the computer skills MER, Henderson's contention
    that the MBTA applied a different screening standard to white
    applicants is entirely unsupported.           There is no evidence that the
    MBTA followed a different policy about not considering this MER as
    to   any   other   candidate   and    certainly    no    evidence    of    racial
    differentiation.10
    The MBTA also did not apply a differential criteria by
    hiring Melchionda, as the committee reasonably found that his
    interview    responses    satisfied    the    computer    skills    MER.       The
    selection    committee    described     Melchionda      as   stating      he   had
    "minimal [computer] use at this time" but had (1) "operational
    exp[erience] on [a] P.C." filling out "work orders" and "logs,"
    objective criteria at issue, the committee could reasonably
    conclude that Melchionda was qualified to get the job.
    10  Henderson argued for the first time at oral argument
    that a provision of the application required that Melchionda be
    disqualified for not signing the "Notification & Agreement"
    section of the application. Henderson then contended that this
    showed racially differential treatment of Melchionda's job
    application.    But Henderson did not argue this point to the
    district court or in his initial brief to this court, and so has
    doubly waived it.    Arrieta-Gimenez v. Arrieta-Negron, 
    859 F.2d 1033
    , 1037 (1st Cir. 1988); Pignons S.A. de Mecanique v. Polaroid
    Corp., 
    701 F.2d 1
    , 3 (1st Cir. 1983).
    Moreover, Martin testified that, in his experience, it
    was "not unusual" for this portion of the application to be
    unsigned. Emde testified that there was no requirement that an
    applicant sign this section. Henderson admitted that both of these
    statements were true and has not introduced any evidence that
    rebuts these statements.
    - 22 -
    (2) used a computer at home, and (3) used a computer "everyday."
    (Emphasis added.)       There is no evidence in the record that the
    committee could not reasonably find these three statements to
    satisfy the computer skills MER or that the committee's acceptance
    of these statements as satisfying the MER was racially motivated.
    The committee reasonably inferred that Melchionda had the ability
    to   use   Word,    Excel,    Database,    PeopleSoft,     or    Mainframe
    applications.
    There is no evidence of a differential criteria applied
    to   Melchionda    in   determining   whether   he   satisfied   the   MERs
    necessary to progress in the hiring/promotion process.            Further,
    the record contains no evidence of a differential criteria that
    suggests any racial considerations.
    2.   The Interview Process Does Not Evidence Pretext for
    Racial Discrimination
    Henderson next attacks the interview process on which
    the hiring/promotion decision was solely based. The MBTA, however,
    may rely on interview scores in its hiring/promotion decisions.11
    In Martinez-Burgos v. Guayama Corp., 
    656 F.3d 7
     (1st Cir. 2011),
    we concluded that an employer may hire solely based on candidates'
    11  This reliance on interview scores rebuts Henderson's
    waived argument that David Benson's neutral recommendation for
    Melchionda shows pretext, as the recommendation could not impact
    the interview scores and, as Emde testified, the MBTA mainly used
    references to "verify dates of employment." See United States v.
    Zannino, 
    895 F.2d 1
    , 17 (1st Cir. 1990).
    - 23 -
    interview scores and that "better interview scores" may reflect an
    individual's     superior   qualifications.12       
    Id. at 13
    ;    see   also
    Goncalves, 
    659 F.3d at 107
     (concluding that a candidate's lower
    interview scores reflected her inferior qualifications); Prescott
    v. Higgins, 
    538 F.3d 32
    , 40-41 (1st Cir. 2008) (holding that an
    employer can judge a candidate's qualification through interview
    questions alone).        The record shows that the interview scores
    reflected     the   candidates'   qualifications,    as   the    two    highest
    scoring candidates were more qualified than Henderson.
    Like the defendant in Hicks v. Johnson, the MBTA "took
    pains to standardize the interview process as well as record and
    quantify the candidates' performance on a uniform scale."                    755
    F.3d at 747.        The MBTA asked the "same . . . questions" of the
    candidates, worded the questions "broadly . . . as to provide [a
    candidate] with ample running room to tout her qualifications and
    experience," and provided the selection committee with an answer
    key.    Id.   Henderson admits that the committee asked him the same
    questions as the other candidates and that the interview was thirty
    to forty minutes long (ample time for Henderson to describe his
    12 Henderson never argued in his brief to this court that
    his nonselection despite his supervisory experience is evidence of
    pretext and so he has waived such an argument. Pignons S.A. de
    Mecanique, 
    701 F.2d at 3
    .
    - 24 -
    qualifications and experience).13   The ODCR review also provided
    another check on the interviewers' decision.      "In essence, the
    [MBTA] made the subjective part of the [hiring/]promotion process
    as objective as possible . . . [and] on this record, these measures
    do preclude any reasonable inference that the interview process
    was evidence of pretext."   
    Id.
    Relying solely on interview scores also does not, as
    Henderson contends, violate MBTA Policy and Procedure 2.2, which
    defines the MBTA's hiring policy and the procedures to be used in
    the MBTA's "Hiring and Selection Process."   Nothing in this policy
    forbids the procedure the committee used and Henderson admits this.
    His argument is that it should.
    3.   Henderson Alleges a Scoring Inconsistency that Does Not
    Exist and Which Still Would Not Support an Inference of
    Pretext for Racial Discrimination
    Henderson alleges a single inconsistency between his and
    Melchionda's interview scores and the committee notes which, he
    argues, "impl[ies] that the proffered reason offered by the [MBTA]
    was pretext."   The alleged inconsistency is that, although each
    interviewer scored Melchionda three points higher than Henderson
    13   Henderson's only dispute with the answers listed for him
    in the interview notes is that he contends they are incomplete, as
    he asserts he spoke for two to three minutes for each question and
    so said more in each response. He cannot, however, identify any
    specific inaccuracy or omission in the answers listed for him in
    the notes.    This unsupported contention does not lessen the
    objectivity of the interview process.
    - 25 -
    on the computer skills question, according to the district court,
    the committee's notes show that Melchionda "described his computer
    skills    as    'minimal'"   and   that    Henderson     "had   more   computer
    experience."       For several reasons, we reject this argument.
    Henderson   did   not    raise    this   argument    before   the
    district court and does not sufficiently develop this argument.
    In consequence, he has waived it.               Arrieta-Gimenez, 
    859 F.2d at 1037
    ; Zannino, 
    895 F.2d at 17
    .14
    Not only did Henderson waive this argument, but it is
    without merit because there is no inconsistency in the interview
    scoring.       The district court's reading of the record, in which it
    stated it found an inconsistency, was erroneous.                   The district
    court described the committee notes as stating that Melchionda
    "described his computer skills as 'minimal,'" when, in fact, they
    show that Melchionda stated he had "minimal [computer] use [at]
    this time."        (Emphasis added.)       There is no indication in the
    interview notes or elsewhere in the record that Melchionda lacked
    the computer skills required by the MER.                The district court's
    14   The dissent now argues that Henderson preserved this
    challenge when his counsel stated in oral argument before the
    district court that there was "a different set of standards as to
    how the interview answers are 'scored' between African-American
    and white candidates."     Counsel's conclusory remarks at oral
    argument are not sufficient to preserve the issue. An argument
    "not fully developed below" is waived. Ryan v. Royal Ins. Co.,
    
    916 F.2d 731
    , 734 (1st Cir. 1990); see also In re Olympic Mills
    Corp., 
    477 F.3d 1
    , 17 (1st Cir. 2007).
    - 26 -
    conclusion    that    "Henderson   had     more   computer    experience     than
    Melchionda"     is     similarly   unsupported.         The     notes   detail
    Melchionda's "operational exp[erience]" with computer systems and
    his use of a computer "everyday" at home.            According to the notes,
    Henderson's response, in contrast, focused more on word processing
    skills and having taken a word processing class but does not show
    any particular expertise in word processing or other applications.
    The notes do not show that Henderson's computer skills were
    superior to Melchionda's.15
    Second, the committee's scores also reflect Henderson's
    and Melchionda's responses to the second computer question: "What
    would be the value of having a computerized system that tracks the
    status of needed repairs?"          According to the committee notes,
    Henderson    repeated    that   such   a    system   "would    be   great"   and
    mentioned that it would "overcome gaps to get trades together,"
    while Melchionda stated that such a system would "save[] time," be
    "more efficient," and "keep records."             Henderson testified that,
    although he believed he said more in response to this second
    question, he could not recall what more he might have said.                   The
    notes of each of the interviewers do not in any sense purport to
    be verbatim.         They are simply notes, not purporting to be a
    15   Henderson asserted for the first time at oral argument
    that he "had a number of certificates from the MBTA relative to
    his computer training." Henderson's brief does not mention these
    certificates nor are they in the committee notes or the record.
    - 27 -
    complete recounting of everything said in the interview.                Further,
    the notes as to each of the candidates are consistent in merely
    being notes.16
    There is no evidence that the committee's assignment to
    Melchionda of a higher score as to computer skills was either error
    or,   if   error,    that    the    error   was   racially   motivated.      The
    interviewers reasonably found Melchionda's operational experience
    with computers to outweigh Henderson's word processing skills.
    Further,    Melchionda's      response      to    the   second,    "computerized
    system" question was more detailed.               Weighing these experiences
    and   responses,     the    interviewers     reasonably    gave    Melchionda   a
    higher score.       See Hicks, 755 F.3d at 746 ("Weighing the value of
    [two interviewees' different types of] experience required the
    interview panel to make a judgment that it was entitled to make.").
    We are left with Henderson's bald assertion that he was more
    qualified than Melchionda, which cannot support an inference of
    racial discrimination.17           Tyree, 835 F.3d at 42.         Tellingly, the
    16  The notes do not reveal whether Melchionda informed the
    committee he had skills in Microsoft Office and Excel, although he
    did in deposition taken by plaintiff's counsel state he had those
    skills.
    17  The   MBTA  need   not   consider  other   evidence   of
    qualifications and we do not "sit as super personnel departments,
    assessing the merits -- or even the rationality -- of [the MBTA's]
    nondiscriminatory business decision[]" to use such a process.
    Goncalves, 
    659 F.3d at 107
     (quoting Mesnick v. Gen. Elec. Co., 
    950 F.2d 816
    , 825 (1st Cir. 1991)).
    - 28 -
    district court also found no evidence of racial discrimination,
    despite its reservations about the three-point score difference
    between    Melchionda   and   Henderson.   Further,   even    assuming
    dubitante that a reasonable factfinder could read the committee
    notes as warranting a higher computer score for Henderson, such a
    reading would not create a triable issue of material fact.
    First, even under Henderson's proposed reading of the
    record, the committee's notes and computer skills scores "are not
    so inconsistent as to be unworthy of credence, which is the test."18
    Echevarría v. AstraZeneca Pharm. LP, 
    856 F.3d 119
    , 136 (1st Cir.
    2017) (internal quotation marks omitted) (quoting     Collazo-Rosado
    v. Univ. of P.R., 
    765 F.3d 86
    , 94 (1st Cir. 2014)).
    Second, Feliciano de la Cruz v. El Conquistador Resort
    and Country Club, 
    218 F.3d 1
     (1st Cir. 2000), requires our holding.
    In Feliciano de la Cruz, the court held that a plaintiff's offer
    of "thin" evidence of pretext by itself cannot defeat summary
    judgment if that evidence, and any other offered evidence, does
    not support a reasonable inference of discrimination.        Id. at 8,
    10.    The court concluded that the plaintiff had not met this
    18  We note that, in the past, the inconsistencies we have
    concluded to show pretext have been far more significant than the
    score of a single interview question. See, e.g., Billings v. Town
    of Grafton, 
    515 F.3d 39
    , 56 (1st Cir. 2008) (inconsistent "accounts
    about who made the decision to transfer [the plaintiff] and, more
    importantly, how it was made"); Santiago-Ramos v. Centennial P.R.
    Wireless Corp., 
    217 F.3d 46
    , 56 (1st Cir. 2000) (inconsistent
    justifications for firing the plaintiff).
    - 29 -
    burden, explaining that she had not offered evidence of a pattern
    of   racially    disproportionate       hiring    or   firing,     evidence   of
    discriminatory     corporate    policies,     evidence     of    discriminatory
    statements by her company's management, or evidence that her
    employer's      "evaluation    of   her   performance      was    infected    by
    stereotyped thinking or other types of unconscious . . . bias."
    Id. at 8-9.     Similarly here, Henderson conceded that "[t]here was
    nothing discriminatory or retaliatory about the questions the
    Selection Committee asked [him] in the interview" and that he did
    "not have any reason to believe that the individuals on the
    Selection Committee would discriminate or retaliate against him on
    the basis of his race . . . other than . . . that all three
    Selection Committee members were white."19             The evidence Henderson
    contends shows the MBTA's discriminatory patterns, practices, and
    statements      does   not     permit     a      reasonable      inference    of
    discrimination and so does not distinguish this case from Feliciano
    de la Cruz.20      See id. at 9-10.        Henderson's remaining general
    19  Although Henderson argues that studies on the effect of
    race in interviews show pretext for racial discrimination,
    Henderson did not actually introduce any such studies and waived
    this argument by failing to develop it. Zannino, 
    895 F.2d at 17
    .
    Moreover, that "the decision makers were [not of Henderson's
    protected class] does not alone . . . create an inference [of]
    . . . discrimination."   Rivas Rosado v. Radio Shack, Inc., 
    312 F.3d 532
    , 534 (1st Cir. 2002).
    20  Henderson argues that his, and other minority MBTA
    workers', assignment to remove snow from the Orange Line, various
    MBTA hiring statistics, and an August 2013 Federal Transit
    - 30 -
    assertions that the MBTA is a racist employer, based on his view
    of historical evidence, do not meet his burden to survive summary
    Administration ("FTA") letter to the MBTA support an inference of
    discriminatory hiring at the MBTA. All three arguments lack merit,
    and Henderson waived the first two by failing to develop them.
    Zannino, 
    895 F.2d at 17
    .
    Henderson alleges that the Orange Line work assignment
    is more difficult than others (despite testifying it required the
    same number of hours as other assignments and "[s]ome might say"
    that the other lines required more work). He also contends that
    many MBTA employees call the Orange Line the "Soul Train Line"
    because of the neighborhoods through which it runs. But Henderson
    never identified anyone who said the phrase "Soul Train Line" and
    he testified that no supervisor ever said it.          None of the
    hiring/promotion decision makers decided which subway line
    Henderson worked.    See Thompson, 
    522 F.3d at 178
    .       Moreover,
    Henderson's two Orange Line subordinates were white. The record
    does not support the contention that race affected this work
    assignment. The record does not support the contention that this
    work assignment had anything to do with the hiring/promotion
    decision.
    Henderson's statistics do not support an inference of
    pretext for racial discrimination here. "'[S]tatistical evidence
    of a company's general hiring patterns . . .' is only helpful 'if
    it tends to prove the discriminatory intent of the decision makers
    involved.'" Ray v. Ropes & Gray, LLP, 
    799 F.3d 99
    , 116 (1st Cir.
    2015) (first quoting LeBlanc v. Great Am. Ins. Co., 
    6 F.3d 836
    ,
    848 (1st Cir. 1993); and then quoting Hillstrom v. Best W. TLC
    Hotel, 
    354 F.3d 27
    , 32 (1st Cir. 2003)).        Henderson's hiring
    statistics ended four years before the hiring/promotion decision,
    lack detail, and lack any "meaningful connection" with the decision
    not to hire him. 
    Id.
    Finally, Henderson argues that an August 2013 FTA letter
    to the MBTA evidences hiring discrimination.       But this letter
    merely stated that the FTA deemed the MBTA as non-compliant because
    the MBTA had not provided enough information to the FTA for it to
    investigate the allegations of discrimination and the MBTA had
    received 750 unspecified Equal Employment Opportunity complaints
    over the previous three years.      After the MBTA provided more
    information on October 10, 2014, the FTA, on November 25, 2014,
    deemed the MBTA in compliance with federal law and stated that it
    had "amended [its] finding of probable non-compliance to probable
    compliance."
    - 31 -
    judgment.    Just as the court concluded in Feliciano de la Cruz,
    "if we remanded for trial, the jury 'would be left to guess at the
    reasons behind the pretext.'"            Id. at 9 (quoting Medina-Muñoz v.
    R.J. Reynolds Tobacco Co., 
    896 F.2d 5
    , 10 (1st Cir. 1990)).
    4.   Henderson's Newly Raised Cronyism Argument is Waived and
    Wholly Unsupported
    Henderson argues for the first time on appeal that
    cronyism    affected    the        interview    scores,     Melchionda's      hiring
    resulted from cronyism, and this cronyism was a "smokescreen" for
    racial discrimination.        He also did not raise this argument in his
    appellate brief, but rather for the first time at oral argument.
    We reject this argument as both doubly waived and unsupported by
    the record. See Pignons S.A. de Mecanique, 
    701 F.2d at 3
    ; Arrieta-
    Gimenez, 
    859 F.2d at 1037
    .
    Henderson       raises    this     new   argument     to   try   to   take
    advantage of the district court's speculation that there was
    cronyism in the hiring/promotion decision.                 On de novo review, we
    find   no   support    in    the    record     for   any   such   speculation     and
    speculation is inappropriate in any event. The only evidence which
    Henderson has ever argued supported an inference of cronyism was
    that Melchionda listed Perez, the MBTA's head of HR, and Perez's
    brother as references.             But Emde's and Martin's uncontradicted
    - 32 -
    testimonies that they did not speak to Perez about Melchionda rebut
    such an inference.21
    Moreover,   the    record    shows   that     the   MBTA   actively
    combatted potential cronyism during this hiring process: First,
    the MBTA removed Gilcoine from the selection committee in part
    because of her close relationship with Higgins.                     Second, upon
    suspicion of favoritism, the MBTA excluded all of Baker's scores.
    5.     Henderson Has Not Shown that He Would Have Received the
    Position Regardless
    Finally, Henderson's claim fails at a basic causation
    level.       Henderson has not shown that, absent the alleged double-
    standard applied to Melchionda, he would have gotten the job.                   See
    Bostock v. Clayton County, 
    140 S. Ct. 1731
    , 1739 (2020) ("Title
    VII's        'because   of'      test    incorporates      the     'simple'     and
    'traditional'      standard      of   but-for    causation    . . .   [which]   is
    established whenever a particular outcome would not have happened
    'but for' the purported cause." (citations omitted));22 Chadwick
    21Further, Martin testified that he did not recall anyone
    ever mentioning Perez's name during the interview process and, at
    the time, did not know Melchionda had listed Perez as a reference.
    22Henderson's complaint did not allege under 42 U.S.C.
    § 2000e-2(m) that race was a "motivating factor" in the MBTA's
    decision, which would allow Henderson to succeed without showing
    but-for causation. See Bostock, 140 S. Ct. at 1739-40; see also
    Chadwick v. WellPoint, Inc., 
    561 F.3d 38
    , 48 (1st Cir. 2009)
    (viewing separately the "mixed motives" approach and traditional
    approach under McDonnell Douglas). Henderson's complaint alleges
    that the hiring decision was made "not . . . for any legitimate
    business reason but because of his race." But even had Henderson
    made a mixed-motives argument, it would similarly fail, because he
    - 33 -
    v. WellPoint, Inc., 
    561 F.3d 38
    , 48 (1st Cir. 2009) (determining
    whether "a reasonable jury could conclude that the promotion denial
    was more probably than not caused by discrimination").         That is
    because there were sixteen candidates other than Higgins and
    Melchionda with higher scores, at least one of whom was black.
    Henderson scored seven points below the next two higher-scoring
    candidates.     So even if he had scored the same on the computer
    skills questions as Melchionda, which would have increased his
    total score by six, Henderson would not have risen in the rankings.
    Further, Henderson scored sixty-six and fifty-four points lower
    than the next two highest-scoring candidates after Melchionda.
    Even if Henderson had received the maximum scores of ten from both
    interviewers on the computer skills question, and Melchionda and
    Higgins received the minimum score of zero, Henderson would still
    not have had a top-two interview score or a higher score than
    Melchionda or Higgins.       Such a change would only have moved
    Henderson     into   sixteenth   place,   out   of   twenty   interview
    candidates.     Given his low interview ranking, Henderson cannot
    independently show, and has not tried to show, that the others
    ranked above him were chosen for discriminatory reasons and he
    would have gotten the job.
    has not provided evidence that the hiring decision was
    "attributable even in part to a forbidden bias." Burton v. Town
    of Littleton, 
    426 F.3d 9
    , 20 (1st Cir. 2005).
    - 34 -
    To the extent that Henderson argues that the alleged
    inconsistency    in   the   computer    skills     scoring   would      allow   a
    reasonable jury to infer that racial discrimination affected his
    scores    for   the   other,   more    subjective     interview    questions,
    Henderson has doubly waived this argument by failing to raise it
    before the district court or to sufficiently develop it.                Arrieta-
    Gimenez, 
    859 F.2d at 1037
    ; Zannino, 
    895 F.2d at 17
    .
    Henderson    has   not    shown   that,    absent     the    alleged
    racially    discriminatory      lowering      of    his   scores        for   the
    "subjective" questions, his total score would be higher than
    Melchionda's and those of the sixteen candidates who outscored
    Henderson but also did not receive the position.
    6.     The Dissent is Without Merit and Contrary to Clear
    Precedent
    Because our holding follows directly from our holding in
    Feliciano de la Cruz, the dissent necessarily relies on the
    argument that Reeves v. Sanderson Plumbing Products, Inc., 
    530 U.S. 133
     (2000), limited that decision to its facts.                    But this
    Court has rejected that argument both in denying rehearing in
    Feliciano de la Cruz and in subsequent opinions.             After Reeves we
    have continued to rely on Feliciano de la Cruz in both published
    and unpublished decisions.      See Meléndez v. Autogermana, Inc., 
    622 F.3d 46
    , 53 (1st Cir. 2010) (citing Feliciano de la Cruz, 
    218 F.3d at 8
    ) (thin evidence of pretext, without more, did not create a
    - 35 -
    triable issue as to the discriminatory purpose); see also Chouinard
    v. N.H. Dep't of Corr., 
    157 F. App'x 322
    , 325 (1st Cir. 2005)
    (unpublished    opinion)    ("Even       if    these    hiring     decisions     were
    irrational     or     unfair,     that     would       not    be   the    same    as
    discrimination." (citing Feliciano de la Cruz, 
    218 F.3d at 8
    )
    (other     citations    omitted));        Céspedes       Rodriguez       v.   Rivera
    Hernandes, 
    135 F. App'x 441
    , 443 (1st Cir. 2005) (unpublished
    opinion)    ("[Plaintiff]       also    highlights      the   evidence    that    his
    termination was based on trumped-up charges, but even if we accept
    for the sake of argument that there is a trialworthy issue here,
    [plaintiff] still must show that the pretext masked unlawful . . .
    discrimination." (citing Reeves, 
    530 U.S. at 146-49
    ; Feliciano de
    la Cruz, 
    218 F.3d at 8
    )).         Indeed, in Ronda-Perez v. Banco Bilbao
    Vizcaya Argentaria--Puerto Rico we observed:
    Shortly after Reeves . . . we had occasion to
    reconsider a ruling we made in [Feliciano de
    la Cruz].      In an order denying panel
    rehearing, we held that our analysis was
    consistent with Reeves, and reiterated that
    the thinness of the plaintiff's showing of
    pretext . . . failed to shed any light on what
    the true reason [for the adverse employment
    action] was.
    
    404 F.3d 42
    , 44 (1st Cir. 2005).                 The dissent's argument that
    Feliciano de la Cruz is "a fact-dependent ruling . . . readily
    distinguished from this one" is thus contrary to our established
    precedent.      The    dissent's       claim    that   "Feliciano     [cannot     be]
    - 36 -
    understood to state a generalizable rule" is inconsistent with our
    holdings in each of the cases discussed above. Nor is it compelled
    by the decision in Reeves.         There, the Supreme Court made clear
    that "a number of factors" weigh on whether a showing of pretext,
    combined with a prima facie case of discrimination, are enough to
    raise a jury question about discriminatory intent.            Reeves, 
    530 U.S. at 148-49
    .    Feliciano de la Cruz identifies one such set of
    circumstances where weak evidence of pretext is insufficient to
    raise a jury question as to discriminatory intent.            Nor is the
    rule announced in Feliciano de la Cruz as amorphous as the dissent
    claims.    It directs only that the plaintiff must present some
    evidence of discriminatory intent beyond a barebones allegation
    that the employer's stated reason for an employment decision was
    pretextual.
    Moreover, the dissent misunderstands our reasons for
    finding    plaintiff   has   not   produced   evidence   of   a   racially
    discriminatory motive.       We do not rely only on the "asserted
    weakness of Henderson's pretext showing."          Henderson failed to
    show any form of differential treatment.       Nor has he come close to
    showing that the committee's stated reasons were not the true
    reasons.   Nor has he shown the true reason was race discrimination.
    The dissent also misunderstands the district court's
    misgivings as to the computer skills interview question score.
    Nowhere does the district court claim that the MBTA's interview
    - 37 -
    scoring was "indefensible," or "inexplicable,"23 as the dissent
    claims.      Instead,    the    district       court   stated     the    three-point
    difference     between    Melchionda's         and     Henderson's       scores   was
    inconsistent.     Indeed, it is ambiguous from the summary judgment
    opinion whether the district was concerned by the fact that
    Melchionda received a higher score than Henderson, or by the size
    of the difference in scores.            The latter view is consistent with
    the district court's emphasis on the fact that Henderson received
    a "three points lower" score.                   Further, the district court
    concluded, as we do, that the committee's scoring of the computer
    skills    interview      question        was     not     evidence        of   racial
    discrimination.
    The district court raised cronyism as one possible non-
    racial    explanation     for     the     MBTA's       decision     to     interview
    Melchionda.     And it did so only because of a misreading of the
    record.   The district court was concerned that Melchionda received
    an interview even though he did not complete the computer skills
    portion of the application.         It is clear, however, that the MBTA
    did not screen applications based on that question.
    23   The district court did state it was "hard to understand
    why someone who left an answer blank on a minimum required job
    skill was given an interview." But the record clearly shows that
    applicants were not screened for interviews on the basis of the
    computer skills MER.
    - 38 -
    Nor is there support in the record for the dissent's
    conclusion that Henderson objectively should have scored higher
    than Melchionda on the computer skills question.                     It is true
    Henderson was more familiar with the MBTA's proprietary software,
    and also highlighted his word processing experience before the
    committee.    But there is no reason to conclude Melchionda did not
    inform the committee he was also familiar with Microsoft Office
    and Excel.    At minimum, he told the committee he had "operational
    exp[erience]"       with      work     orders     and     maintenance      logs.
    Additionally,    the       interview    notes    and    deposition    testimony
    indicate Melchionda's answer to the second part of the computer
    skills question was more thorough than Henderson's.                  Melchionda
    listed   specific    advantages        to   a   computerized     system,   while
    Henderson noted such a system would be "great" and would "get
    trades together."      At deposition, Henderson claimed to have said
    more, but was unable to recall any part of his answer not recorded
    in the interview notes.         In these circumstances, the MBTA could
    reasonably conclude that Melchionda's familiarity with computers
    and understanding of the advantages of a "computerized system that
    tracks repairs" outweighed Henderson's experience with the MBTA's
    internal software.
    Finally, the dissent addresses the fact that sixteen
    other    unsuccessful       candidates      received    higher    scores    than
    Henderson in a single footnote. There is no evidence in the record
    - 39 -
    that Henderson would have received a higher score, and there is
    absolutely no evidence that he would have received a higher score
    than the sixteen other unsuccessful applicants, including at least
    one other African-American candidate.           The dissent's arguments do
    not overcome Henderson's basic causation issue.                   Even if race
    discrimination played a role in the difference in interview scores
    between Henderson and Melchionda, Henderson cannot explain why the
    job would not have gone at the very least to another unsuccessful
    non-white applicant with a higher interview score than Henderson.
    C.   Henderson Has     Not       Established    a    Prima   Facie    Case   of
    Retaliation
    Henderson argues that the MBTA retaliated against him
    for complaining of Gilcoine's conduct by denying him podium duty
    assignments.    This argument is meritless.24
    To   establish    a     prima     facie   case    of   retaliation,
    Henderson must show that "(1) []he engaged in protected conduct;
    (2) []he suffered an adverse employment action; and (3) that a
    causal nexus exists between the protected [conduct] and the adverse
    action."   Carlson v. Univ. of New Eng., 
    899 F.3d 36
    , 43 (1st Cir.
    2018) (third alteration in original) (internal quotation marks
    24   Henderson also includes this retaliation claim as
    evidence of racial discrimination. To the extent this could show
    an atmosphere of racial discrimination and Henderson has not waived
    this argument by failing to develop it, see Zannino, 
    895 F.2d at 17
    , it fails for the same reasons.
    - 40 -
    omitted) (quoting Garayalde-Rijos v. Municipality of Carolina, 
    747 F.3d 15
    , 24 (1st Cir. 2014)).
    Henderson did not present a prima facie case.          Although
    his complaint to Patel constituted protected conduct,25 Henderson
    has not shown that not assigning him podium duty was an adverse
    employment        action   or   that   it   was    causally   related    to   his
    complaint.26
    The MBTA correctly argues that not assigning Henderson
    podium duty did not materially change his employment and so was
    not an adverse employment action.               "An adverse employment action
    'typically involves discrete changes in the terms of employment,
    such        as    . . .    reassignment     with    significantly       different
    responsibilities, or a decision causing significant change in
    benefits.'"         Garmon v. Nat'l R.R. Passenger Corp., 
    844 F.3d 307
    ,
    314 (1st Cir. 2016) (quoting Cham, 685 F.3d at 94).                 Denial of
    overtime opportunities can be a materially adverse action in
    25 Although the parties dispute whether Gilcoine yelled at
    Henderson and whether Henderson complained to Patel, under our
    standard of review, we assume that both events occurred.      See
    Johnson, 714 F.3d at 52. Henderson alleges Gilcoine's outburst
    was motivated by racism, so his complaint to Patel was protected
    conduct. See Fantini v. Salem State Coll., 
    557 F.3d 22
    , 32 (1st
    Cir. 2009) (stating that protected conduct can be the opposition
    to "any practice made an unlawful employment practice by Title
    VII" or that the plaintiff reasonably and in good faith believes
    violated Title VII (quoting Long v. Eastfield Coll., 
    88 F.3d 300
    ,
    304 (5th Cir. 1996))).
    26 There is also no evidence that the decision to give
    podium duty to another employee was discriminatory.
    - 41 -
    certain contexts, but "must be more disruptive than a mere . . .
    alteration      of   job    responsibilities."               
    Id.
        (quoting     Morales-
    Vallellanes v. Potter, 
    605 F.3d 27
    , 35 (1st Cir. 2010)).
    Henderson      has    not    been      assigned       podium      duty    since
    October 12, 2012.           But he concedes that he has received other
    overtime opportunities and does not claim he was denied any other
    overtime opportunities.             He testified that he still received
    overtime opportunities and pay in 2013 and in 2018 (as of the time
    of his testimony).           Podium duty also does not always result in
    overtime pay. Henderson has not shown "an actual decrease in . . .
    overtime     opportunities"        that       might    constitute         a    "materially
    adverse    change"         (instead      of     a     mere    "alteration         of     job
    responsibilities").         
    Id.
     (quoting Morales-Vallellanes, 
    605 F.3d at 35
    ).
    Henderson also argues that the "temporal proximity" of
    his complaint to Patel and the MBTA not assigning him podium duty
    "provide[d] the required inference of causation for a prima facie
    case of retaliation."          This argument also lacks merit.
    "Causation       moves      forward,       not        backwards,     and     no
    protected conduct after an adverse employment action can serve as
    the predicate for a retaliation claim."                  Pearson, 723 F.3d at 42.
    Temporal proximity only supports an inference of causation when
    the    record   shows      "that   the    decisionmaker            knew   of    the    . . .
    protected conduct when he or she decided to take the adverse
    - 42 -
    employment action."          Planadeball v. Wyndham Vacation Resorts,
    Inc., 
    793 F.3d 169
    , 177 (1st Cir. 2015) (quoting Pomales v.
    Celulares Telefónica, Inc., 
    447 F.3d 79
    , 85 (1st Cir. 2006)).
    Henderson complained to Patel in February 2013, four
    months after he argues he was no longer assigned podium duty. This
    podium    duty      assignment   cannot     serve      as   the   predicate       for
    Henderson's retaliation claim, as it occurred before Henderson's
    protected conduct.        See Pearson, 723 F.3d at 42.
    To the extent Henderson argues that the MBTA retaliated
    against   him    by    continuing   to    deny   him    podium    duty    after   he
    complained to Patel, the argument also fails.                Henderson does not
    point    to   any     evidence   that    Gilcoine      or   the   union   stewards
    responsible for assigning podium duty knew of his complaint to
    Patel.    See Planadeball, 793 F.3d at 177.
    III.
    Affirmed.
    -Concurring and Dissenting Opinion Follows-
    - 43 -
    BARRON, Circuit Judge, concurring in part and dissenting
    in part.      Darry Henderson has worked at the Massachusetts Bay
    Transportation       Authority    ("MBTA")      for   more   than   two    decades.
    During most of that time, he has served as a laborer foreperson,
    managing small crews of workers as they go about doing repairs and
    other jobs for the MBTA's maintenance department. And, it appears,
    he has done that work well.           In fact, starting in the early 2000s,
    the MBTA asked him to serve as a temporary supervisor of building
    and station maintenance, and he went on to serve in that post for
    about five years, supervising much larger crews of laborers,
    carpenters, roofers, and others.
    Eventually, though, Henderson, who is African-American,
    became discouraged about his chances of getting hired for the
    supervisory position on a permanent basis, having twice lost out
    to other candidates for such a post.             He thus decided not to apply
    to continue as a temporary supervisor.                Instead, he returned to
    his work as a laborer foreperson.
    In 2012, however, Henderson decided to try his luck once
    again for the bigger supervisory job, after he heard about two
    openings for permanent supervisor positions of the kind that he
    previously     had    filled     in   a   temporary     capacity.         The   MBTA
    interviewed Henderson for these positions, but the all-white panel
    of reviewers gave him low scores for his answers to the interview
    - 44 -
    questions.    The MBTA filled both positions with candidates who had
    scored higher in their interviews, each of whom was white.
    One of these new hires was William Melchionda, who had
    never previously performed the MBTA supervisor job in any capacity,
    let alone performed it well in a temporary status for as many years
    as Henderson had.        In fact, Melchionda had never worked at the
    MBTA at all, and, after Melchionda began in his new role there,
    Henderson    was   forced   to   help     train   him   due   to    his    lack   of
    experience    at   the   MBTA    and    notwithstanding       his   considerable
    supervisory experience in the private sector.
    Rather than simply accepting this outcome as if it had
    been based on interview performance as the MBTA claimed, Henderson
    chose to file suit for employment discrimination under Title VII.
    He alleged, among other things, that the MBTA had discriminated
    against him "because of . . . race" by declining to hire him for
    the supervisory posts and choosing Melchionda instead.                    42 U.S.C.
    § 2000e–2(a)(1).
    From this brief review of the facts, all of which were
    supported by the summary judgment record, a reasonable juror could
    find that Henderson had done what he needed to do to make out a
    prima facie case that the MBTA was liable for violating Title VII.
    After all, he had all but done the job at issue for years, while
    Melchionda had not, and so a juror easily could find that they
    were similarly qualified even though Melchionda had received much
    - 45 -
    higher interview scores than Henderson.          Consistent with that
    conclusion, neither the District Court nor the majority suggests
    that Henderson did not put forward enough evidence to permit a
    juror to so find, as neither the District Court nor the majority
    suggests that Henderson's interview scores alone prevented him
    from showing that he and Melchionda were similarly qualified for
    the supervisor positions on offer.27
    The result is that, as is usually the case under Title
    VII, Henderson's effort to defeat his employer's motion for summary
    judgment turns on whether the employer's claimed reason for its
    hiring choice was pretextual and whether, insofar as it was, the
    employer's actual motive for making that choice was because of
    race.        As I will explain, those questions are ordinarily ones of
    fact that a jury should be permitted to resolve when a plaintiff
    has made out a prima facie case of an employer's Title VII
    liability.       But here, the majority holds that Henderson's showing
    as to pretext was too weak to entitle him to have a jury assess
    it, notwithstanding that a prima facie case was supportably in
    place.        And the majority further holds that, despite the record
    27
    The MBTA does argue that Henderson failed to supportably
    make out a prima facie case because of his poor performance at the
    interview for the job compared to Melchionda's. As I will explain,
    however, that contention does not hold up because of what the
    evidence shows about the reasons to doubt the interview scoring.
    For that reason, I agree with the majority in following the
    District Court in not resting its ruling as to summary judgment on
    this ground.
    - 46 -
    support for the prima facie case, a jury could not reasonably infer
    from the evidence of the MBTA's false account of its reason for
    hiring Melchionda, even if it were strong enough to support a
    finding    of   pretext,   that   it   discriminated   against   Henderson
    because of race.     The majority thus affirms the District Court's
    grant of summary judgment to the MBTA on each of these independent
    grounds.
    By doing so, however, the majority prevents a long-term
    African-American employee of the MBTA from having a jury decide
    whether it was "because of . . . race" that he was passed over for
    a promotion to a supervisory position that he had successfully
    held on a temporary basis for years in favor of a white candidate
    who had not worked at the MBTA for even a single day.            And, the
    majority does so even though the MBTA purported to base that hiring
    decision solely on the higher scores that the white candidate
    received for the answers that he gave during his interview, when,
    as we will see, the District Court itself raised the concern that
    an objective review of the content of that candidate's interview
    answers could not support the higher scores that the all-white
    panel of reviewers gave them.
    In consequence, the majority's summary judgment ruling
    necessarily rests in my view on an unduly limited conception of
    the jury's proper role in resolving the difficult questions of
    pretext and motive on which Title VII claims so often turn, given
    - 47 -
    the reality that a "smoking gun" that effectively announces the
    employer's unlawful discrimination is a rarity.            In fact, the
    District Court's own analysis of the record suggests the reason to
    send a case like this to the jury.
    The   District   Court    expressly   found   that   the   MBTA's
    decision even to interview Melchionda was "hard to understand,"
    and it also speculated that "cronyism" may have driven the decision
    to give him the job.   Given the thin line between a decision based
    on cronyism and one made "because of . . . race" in this context,
    the District Court's puzzlement over and speculation about the
    MBTA's true motive only serves to underscore to me that -- in light
    of the evidence that Henderson put forth as to why the interview
    scoring lacked integrity -- a jury should have been permitted to
    find for itself what that true motive was.28
    I.
    The framework that we must use to evaluate the MBTA's
    motion for summary judgment in this case -- and that the majority
    relies upon -- is easy enough to describe.         It unfolds in three
    stages, as Henderson has not put forward any direct evidence of
    race discrimination.
    Henderson first must put forth enough evidence to permit
    a reasonable juror to find that he has made out a prima facie case
    28I agree fully, however, with the majority's grant of summary
    judgment as to Henderson's retaliation claim.
    - 48 -
    of employment discrimination based on race.     See Ahmed v. Johnson,
    
    752 F.3d 490
    , 495-96 (1st Cir. 2014) (discussing McDonnell Douglas
    Corp. v. Green, 
    411 U.S. 792
     (1973)).     To do so, he need only make
    a credible case that he was qualified for the position for which
    he applied and that he was passed over for it in favor of a
    candidate of a different race with similar qualifications.        See
    Kosereis v. Rhode Island, 
    331 F.3d 207
    , 212-213 (1st Cir. 2003).
    At the next stage, the burden shifts to the MBTA, as the
    employer.   It must give a legitimate, nondiscriminatory reason for
    having made the hiring choice that it did.       See Paul v. Murphy,
    
    948 F.3d 42
    , 49 (1st Cir. 2020).        This, too, is not an onerous
    requirement, as the employer bears only a burden of production,
    see Medina-Munoz v. R.J. Reynolds Tobacco Co., 
    896 F.2d 5
    , 9 (1st
    Cir. 1990), which it can meet even by giving an explanation based
    on a mistaken understanding of the plaintiff's qualifications, see
    Paul, 948 F.3d at 51-52.
    At the third and final stage, the burden shifts back to
    Henderson, who, as the plaintiff, must establish that a reasonable
    juror   could   find   that   the   MBTA's   assertedly    legitimate,
    nondiscriminatory reason for its hiring choice was in fact a
    pretext for race discrimination.    See id. at 49-50.     Here, things
    get somewhat tougher for the plaintiff.
    Henderson must not only put forth enough evidence to
    permit a juror reasonably to find that the MBTA's assertedly
    - 49 -
    nondiscriminatory reason for its hiring choice was not its real
    reason   --     or,   otherwise   put,    that   its   claimed   reason   was
    pretextual.       See id.      He also must show that a juror could
    reasonably infer from the pretextual nature of the employer's
    asserted reason that the employer actually discriminated against
    him in making that decision "because of . . . race."             42 U.S.C.A.
    § 2000e-2(a)(1); see also Reeves v. Sanderson Plumbing Prods.,
    Inc., 
    530 U.S. 133
    , 146-47 (2000).
    The framework's realism is its virtue.         It spares the
    plaintiff from having to produce what it will often be impossible
    to   produce     --   direct   evidence     of   the   employer's   racially
    discriminatory motive.         See Vélez v. Thermo King de P.R., Inc.,
    
    585 F.3d 441
    , 446-47 (1st Cir. 2009).             It contemplates instead
    that the plaintiff usually may succeed in defeating a motion for
    summary judgment simply by putting forth enough evidence to permit
    a juror reasonably to find both that he has made a prima facie
    case that the employer discriminated against him because of race
    and that the employer's stated, nondiscriminatory reason for its
    hiring choice was pretextual.        See Reeves, 
    530 U.S. at 147-48
    .
    As the United States Supreme Court has explained, "it is
    permissible for the trier of fact to infer the ultimate fact of
    discrimination from the falsity of the employer's explanation."
    
    Id. at 147
     (emphasis omitted).        That is because, as the Court has
    also noted, "when all legitimate reasons for rejecting an applicant
    - 50 -
    have been eliminated . . . , it is more likely than not the
    employer, who we generally assume acts only with some reason, based
    his decision on an impermissible consideration such as race."
    Furnco Constr. Corp. v. Waters, 
    438 U.S. 567
    , 577 (1978), quoted
    in Reeves, 
    530 U.S. at 147-48
    ; see also Reeves, 
    530 U.S. at 147
    (noting that "the employer is in the best position to put forth
    the actual reason for its decision," so if its "justification has
    been   eliminated,       discrimination   may    well      be   the    most   likely
    alternative explanation").            This understanding, the Court has
    further     explained,     comports    with    "the     general       principle    of
    evidence law that the factfinder is entitled to consider a party's
    dishonesty about a material fact as 'affirmative evidence of
    guilt.'"     Reeves, 
    530 U.S. at 147
     (quoting Wright v. West, 
    505 U.S. 277
    , 296 (1992)).
    It may be, of course, that in an unusual case, the
    evidence of pretext will suffice to permit a juror to find it but
    not    to   permit   a   juror   to   infer    from   it    that      the   employer
    discriminated against the plaintiff because of race.                    See 
    id.
     at
    146-47 (citing St. Mary's Honor Ctr. v. Hicks, 
    509 U.S. 502
    , 511,
    519, 524 (1993)).          In the main, though, the unmasking of the
    employer's claimed reason for its hiring choice suffices to create
    a permissible inference of a racially discriminatory motive when
    the prima facie case for Title VII liability has been made.                       See
    
    id.
     at 147 (citing St. Mary's, 
    509 U.S. at 511
    ).
    - 51 -
    Thus, judges must be careful not to make the test for
    determining whether there is a genuine dispute of material fact as
    to pretext unduly stringent.           Otherwise, they will cut off at the
    pass a victim of race discrimination's most realistic means of
    ensuring that the institution best suited to assess individualized
    motive -- the jury -- will decide the ultimate question of whether
    the employer discriminated because of race.                 See, e.g., Harrington
    v. Aggregate Indus. Ne. Region, Inc., 
    668 F.3d 25
    , 33 (1st Cir.
    2012)   ("Courts    should     be   especially       cautious    before   granting
    summary judgment when pretext . . . [is] at issue."); EEOC v. Unión
    Independiente de la Autoridad de Acueductos y Alcantarillados, 
    279 F.3d 49
    , 56 (1st Cir. 2002) ("Credibility issues . . . . ordinarily
    should be reserved 'for the factfinder at trial, not for the court
    at summary judgment.'" (quoting Simas v. First Citizens' Fed.
    Credit Union, 
    170 F.3d 37
    , 49 (1st Cir. 1999))).
    Similarly,        judges    must     be   careful,    absent    unusual
    circumstances, not to prevent the jury from deciding for itself
    whether race discrimination best explains the employer's hiring
    choice when the evidence suffices to show that the employer's
    claimed reason for making that choice was pretextual.                 See, e.g.,
    Theidon v. Harvard Univ., 
    948 F.3d 477
    , 496 (1st Cir. 2020) ("We
    proceed   with     caution    and     restraint      when   considering    summary
    judgment motions where . . . issues of motive and intent must be
    resolved."); Soto-Feliciano v. Villa Cofresí Hotels, Inc., 779
    - 52 -
    F.3d 19, 25 (1st Cir. 2015) ("[W]here . . . the issue [is] whether
    the employer's stated nondiscriminatory reason is a pretext for
    discrimination,     courts   must    be      particularly    cautious    about
    granting the employer's motion for summary judgment." (internal
    quotation marks omitted) (quoting Hodgens v. Gen. Dynamics Corp.,
    
    144 F.3d 151
    , 167 (1st Cir. 1998))).               Otherwise, the burden-
    shifting framework will function less as the tool for protecting
    against subtle forms of race discrimination that it was crafted to
    be and more as a means of insulating employers from scrutiny.             The
    result then will be that Title VII will offer most plaintiffs
    merely a nominal -- rather than a meaningful -- day in court.
    II.
    This     understanding     of    the   burden-shifting    framework
    convinces me that Henderson should be permitted to present his
    case to the jury.    To explain my thinking, I first address why the
    question of pretext was fit for the jury to decide in his case.              I
    then address why the question of whether the evidence of pretext
    supported an inference of race discrimination was too.
    A.
    As   I    have   noted,    the    MBTA   asserts   that   it   chose
    Melchionda over Henderson because of his superior performance
    during the interview process.        It then rightly points out that we
    have credited claims of reliance on interview performance in
    granting summary judgment to employers in prior Title VII cases.
    - 53 -
    See, e.g., Goncalves v. Plymouth Cnty. Sheriff's Dep't, 
    659 F.3d 101
    , 105-06 (1st Cir. 2011).   Thus, the MBTA contends that we have
    no basis for doubting its claim that it picked Melchionda over
    Henderson because Melchionda performed so much better in his
    interview and that, in consequence, there is nothing for the jury
    to resolve when it comes to the question of pretext.29
    I can see the reason to be wary of a claim of pretext
    that challenges an employer's claimed reliance on an assessment of
    how candidates answered a question in an interview about, say,
    what makes one a good employee. Different employers can reasonably
    disagree about whether one answer to such a question was stronger
    than another, given the subjective assessment of the quality of
    the answer that a question of that kind invites.      See Hicks v.
    29Some of our prior cases involving a Title VII plaintiff's
    relatively poor interview performance have held that no triable
    issue of material fact existed as to whether a prima facie case
    had been established because that poor interview performance
    itself precluded the plaintiff from establishing either adequate
    qualifications for the position or similar qualifications to the
    person whom the employer ended up hiring. See, e.g., Goncalves,
    
    659 F.3d at 105-06
    . But, while the MBTA contends those precedents
    support that same result here, the majority, like the District
    Court, does not so hold. I agree with that approach, given how
    evidently qualified for the post Henderson was based on his past
    experience as an MBTA supervisor and the fact that Melchionda had
    not worked at the MBTA at all.        Thus, here, the interview
    performance is relevant to the pretext issue, if at all. In any
    event, for the reasons I set forth below, the lower scores are
    themselves sufficiently suspect that, for the same reasons they
    cannot suffice to preclude Henderson from having the jury decide
    the pretext question, they also cannot suffice to preclude him
    from having the jury decide the prima facie case issue.
    - 54 -
    Johnson, 
    755 F.3d 738
    , 746 (1st Cir. 2014).              For that reason, the
    employer's inability in that context to explain convincingly why
    it   found   one    candidate's      answer     strong   and    another's    weak
    ordinarily will fail -- in and of itself -- to create a triable
    issue of fact as to pretext.           See Hidalgo v. Overseas Condado Ins.
    Agencies, Inc., 
    120 F.3d 328
    , 337 (1st Cir. 1997) ("Courts may not
    sit as super personnel departments, assessing the merits -- or
    even the rationality -- of employers' nondiscriminatory business
    decisions." (quoting Mesnick v. Gen. Elec. Co., 
    950 F.2d 816
    , 825
    (1st Cir. 1991))).
    Moreover, nothing about the interview process that the
    MBTA used here seems suspect on its face.                   The MBTA's human
    resources staff worked with a "Selection Committee" composed of
    three MBTA employees to create a standardized list of interview
    questions.        The group assembled an "answer key," which "lists
    specific points the Selection Committee seeks in an answer to each
    question."         The   Selection      Committee    then   interviewed      each
    candidate in turn, asking each one the same agreed-upon questions
    in the same order and taking notes on the candidates' responses.
    In    addition,     after     each     interview     ended,     each
    participating      member   of   the    Selection   Committee     assigned   the
    candidate's response to each question a score from zero to ten,
    supposedly based on both the answer key developed by the Selection
    Committee and a score sheet.           The scores assigned then were summed
    - 55 -
    together,30 and, as was the MBTA's standard practice, the MBTA
    hired the two candidates with the highest combined scores.
    As it turned out, moreover, Melchionda and one other
    white candidate, Bernadette Higgins, who was also white, received
    combined interview scores of 184 and 187, respectively, and each
    was hired for one of the open positions.              Henderson, by contrast,
    received a combined score of 117 and was not chosen.
    If our inquiry ended there, a juror would not appear to
    have any reason to disbelieve the MBTA's assertion that it hired
    Melchionda    over    Henderson      because    of    his   superior    interview
    performance    or    to   conclude    that     this   was   not   a   legitimate,
    nondiscriminatory reason for making that choice.                  But, as I will
    explain, our inquiry cannot end there.
    I am aware of no precedent that precludes us from
    concluding that a juror reasonably could find that the MBTA's
    reliance on the differential scoring of the interviews was not the
    real reason for the hiring decision if that juror reasonably could
    find that the scoring of the interview answers was not on the
    level.    Nor do I see how such an argument could be successfully
    advanced.
    30 While the Selection Committee was originally composed of
    three members, only two of the interviewers' scores ultimately
    were used for the hiring decision.     The MBTA contends that the
    scores awarded by one of the original members of the Selection
    Committee were removed due to a concern about improper favoritism.
    - 56 -
    We have repeatedly recognized that "[o]ne way to show
    pretext"     is    to      identify      "weaknesses,       implausibilities,
    inconsistencies,        incoherencies,      or     contradictions       in   the
    employer's proffered legitimate reasons for its action."               Billings
    v. Town of Grafton, 
    515 F.3d 39
    , 55 (1st Cir. 2008) (second
    quotation quoting Hodgens, 
    144 F.3d at 168
    ).                Such holes in the
    employer's official story, we also have repeatedly said, may
    establish that the account offered by the employer is "unworthy of
    credence" and thus that "the employer did not act for the asserted
    non-discriminatory reasons."           
    Id.
     (quoting Hodgens, 
    144 F.3d at 168
    ).
    To be sure, as I have noted, some interview questions do
    not invite answers that lend themselves to objective assessment.
    That can make it difficult for a plaintiff to prove that the
    scoring was suspicious, even when there is room for debate about
    the strength of the answers given.              I have no quarrel with that
    reality, given the important role that qualitative judgments about
    candidates based on interview performance can play in hiring.
    But, some interview questions seek answers that are
    readily    reviewed     objectively.      For    example,    if   an   interview
    question sought information about whether a candidate had post-
    secondary education, and the answer key indicated that the employer
    wanted to hire someone with at least a college education, it would
    - 57 -
    be concerning if the candidate who answered that he had gone to
    college scored worse than the one who answered that he did not.
    As a result, there is no reason that I can see to bar a
    juror from declining to credit the employer's claim to have relied
    on an assessment of an answer that invites objective assessment
    when the record supportably shows that the employer's actual
    assessment     of    that    answer     is,    objectively,     indefensible.
    Furthermore, in my view, if a juror reasonably could conclude that
    the employer fudged the numbers in scoring that one answer -- at
    least if the "objective" question that prompted it appears to be
    a critical one -- then that same juror reasonably could draw the
    additional inference that the scoring of answers even to more
    "subjective" questions was also suspect.             See Hicks, 755 F.3d at
    746 (acknowledging that "the subjectivity necessarily introduced
    by the interview process can mask discrimination"); United States
    v. González-Martínez, 
    825 F.3d 51
    , 56 (1st Cir. 2016) ("Jurors
    . . . are not expected to resist commonsense inferences on the
    realities     of    human   experience."       (quoting   United   States   v.
    Saccoccia, 
    58 F.3d 754
    , 782 (1st Cir. 1995))).31              Nor have we had
    occasion in any of our cases concerning interview performance to
    hold that it is necessarily unreasonable for a juror to infer that
    31 This inference is bolstered by Henderson's testimony that
    the Selection Committee's notes fail to reflect the level of detail
    he provided in each of his responses to the interview questions.
    - 58 -
    the evaluative process was tainted generally when the evidence of
    the employer's problematic evaluation of a specific, important
    question is clear enough.
    It    is    thus   significant     to   me    that    there    are
    inexplicable32 discrepancies regarding the scoring of Henderson's
    and Melchionda's answers to the question that each was asked at
    the interview regarding computer skills, which was undeniably an
    important one.       The computer skills question was as follows:
    "Please tell us about your computer skills[.]          Have you ever used
    an Asset Management system?      What would be the value of having a
    computerized system that tracks the status of needed repairs?"
    On its face, this question hardly seeks an answer that
    defies objective assessment.          Indeed, the "answer key" reveals
    that the Selection Committee was looking for three specific and
    objectively    verifiable    things    in   the   candidates'    response:
    (1) "MS [Microsoft] Office exp[erience]," (2) "Familiarity," and
    (3) "Use of Asset management system."
    It   is    therefore   troubling    that     the   answers    that
    Henderson and Melchionda each gave to this question were scored so
    differently.   For, as we will see, the answers themselves, so far
    32 It is true the District Court did not use this word to
    characterize the MBTA's scoring of this answer, nor did it deem it
    "indefensible." After all, it refused to let the jury resolve the
    pretext question. But, I do not see how scoring of answers that
    are "inconsistent," Maj. Op. 38, can explain the decision by an
    employer to credit them or make them defensible.
    - 59 -
    as the record reveals, do not appear to warrant such disparate
    assessments in Melchionda's favor.
    The interview notes show that Henderson claimed to have
    "exp[erience] w[ith] Microsoft," including "outlining work" and
    "editing work."     They also reveal that Henderson stated that he
    had experience with "Blue Zone," a software program used at the
    MBTA, and that he had gone to "school for word processing."       As to
    knowledge of Microsoft Office and "familiarity," in other words,
    Henderson seemed to answer in just the way that the answer key
    suggested a strong candidate would.
    With   regard   to   the   Committee's   question   about   a
    computerized repair tracking system, Henderson's answer was not as
    strong.   He apparently stated that such a system would be "great,"
    as it would avoid "overlap[]" and would help "overcome gaps to get
    trades together."
    The interview notes show that when Melchionda responded
    to the question about computer skills, he did not claim to have
    any experience with Microsoft programs, as Henderson did and as
    the answer key indicated that the Selection Committee desired a
    candidate would.     Nor do they show that he claimed to have any
    experience with Blue Zone or any other program used at the MBTA.33
    33The parties do not discuss whether "Blue Zone" is an asset
    management system of the type that the answer key indicates that
    the MBTA valued experience in using.
    - 60 -
    Like the notes taken for Henderson's response, moreover,
    the notes for Melchionda's do not shed much light on his response
    to the computerized repair system question and certainly do not
    show it to have been very strong.   They indicate that he said such
    a system would "save[] time," be "more efficient," and "keep
    records," without additional detail.
    The notes that one of the interviewers took do indicate
    that Melchionda claimed to "use [a] computer every[ ]day," and the
    other's indicate that he had "operational exp[erience]" on a P.C.
    Melchionda did also mention that he "print[ed] out purchase orders,
    request forms, [and] maintenance logs" and "ke[pt] up the logs to
    respond to tenants."    But, even still, both interviewers noted
    that Melchionda conceded that his "use" of computers at the time
    of the interview was "minimal."
    Objectively, then, one would be surprised to learn that
    Melchionda was given nearly twice as good a score for his answer
    to the computer skills question as Henderson.34     Yet, Henderson
    34The majority -- but, notably, not the defendants -- conclude
    that Henderson has waived this line of argumentation by failing to
    raise it below or develop it here. Maj. Op. 26. But, at a hearing
    on the MBTA's summary judgment motion below, Henderson's attorney
    argued that there was "a different set of standards as to how the
    interview answers are scored" between African-American and white
    candidates. Later on, the District Court pressed counsel for the
    MBTA about what the record showed about Melchionda's responses to
    the computer skills question in his interview and stated it would
    "look . . . up" the answer to its question. The District Court
    also emphasized in this respect that, at least as it understood
    things, its point about the content of the candidates' responses
    - 61 -
    received two "fours" for his response to the question, indicating
    that the interviewers thought his response was a "Fair" one that
    "[m]issed important item(s)," while Melchionda's response earned
    him two "sevens." According to the score sheet, that score implies
    Melchionda's response fell somewhere between a "Good" answer that
    made    "the    most   salient   points"   and   a   "Very   Good"   one   that
    "[a]nswered most of the question."
    I am hardly alone in thinking that the scoring of the
    candidates' answers to this question was fishy. The District Court
    itself was puzzled:       "Henderson had more computer experience than
    Melchionda . . . yet Henderson received three points lower" for
    his response to the question.35
    to the computer skills question was the precise "point
    [Henderson's] raising." And, as noted, the District Court relied
    on these responses to assess whether summary judgment was properly
    granted to the MBTA.
    On appeal, Henderson argues that "the scoring sheets
    themselves give a clear indication that numerical values assigned
    to the answers could be and were arbitrary." In particular, he
    notes that the computer skills question was arbitrary, as
    Melchionda, "who described himself as having minimal computer
    skills, nevertheless[] scored higher on this question than
    Henderson[,] who had significant computer skills." Furthermore,
    Henderson contends, the "arbitra[ry] nature of the test scores"
    "imply that the . . . reason offered by the employer was pretext."
    Thus, I do not agree with the majority that this claim has not
    been properly preserved.
    35
    I note that the District Court was also puzzled by the fact
    that Melchionda had been granted an interview when his application
    left blank the line that asked for him to describe his computer
    skills. As the District Court put it, "[i]t is hard to understand
    why someone who left an answer blank on a minimum required job
    skill was given an interview."
    - 62 -
    On appeal, the MBTA takes issue with the District Court's
    characterization -- repeated by Henderson -- of the record as
    showing that Melchionda claimed to have "minimal" computer skills.
    But, it fails to identify any evidence that addresses the key point
    that bothered the District Court:                 what in Melchionda's response
    to the question would validate the decision to award him nearly
    twice as many points as Henderson for his response to it?
    The majority suggests that an interviewer could have
    preferred aspects of Melchionda's response, such as his mention of
    "operational    exp[erience]"        or     his    response    to   the   Selection
    Committee's question about a hypothetical computerized repair
    system,36 to Henderson's.          Maj. Op. 26-28, 39.         But, nothing in the
    record indicates that the Selection Committee in fact had those
    preferences.        Nor does the MBTA itself assert as much on appeal.
    Indeed, the answer key reveals that the Selection Committee was
    concerned,     at     least   in    large     part,     with    Microsoft   Office
    experience, a qualification that Henderson alone mentioned.                   I do
    not see how we can rely on our own speculation about the Selection
    Committee's unspoken preferences to justify taking the pretext
    36To the extent that the majority contends that Melchionda's
    response to this question is objectively "more detailed," Maj. Op.
    28, that characterization is not supported by the record.       As
    described above, there is no objective basis on this record for
    finding one response to be preferable to the other, and the MBTA
    provides no explanation for why Melchionda's answer better matched
    its desired response.
    - 63 -
    issue from the jury when the MBTA stresses to us the critical role
    that the answer key plays in ensuring that the scoring process is
    a fair one that is not infected by bias.
    Of course, Henderson's three-point-lower score as to
    this one question regarding computer skills could not itself have
    been decisive.     The scoring gap between the two candidates was
    much larger.     But, this question was by no means a trivial one.
    The showing that Henderson has made about the unexplained way that
    the answer to it was scored thus provides a basis from which a
    reasonable juror could surmise that the way that the interviewers
    scored the answers to the other eleven questions -- including those
    of a more subjective bent -- lacked integrity.37
    That is so because the record provides support for just
    that finding, once the basis for questioning the scoring of the
    computer skills question is considered.    The District Court found
    that the decision to award Melchionda three more points than
    Henderson on one question, which asked the candidates to explain
    their reasons for applying for the position, had no "objective
    basis" in the answers that the candidates gave.    The MBTA does not
    even attempt to identify such a basis on appeal.      Additionally,
    three questions asked the candidates to describe their experience
    37 To make up the scoring gap, the score given for each
    question by each interviewer would need to shift by only a little
    more than a point up for Henderson and down for Melchionda.
    - 64 -
    with certain job-related tasks.           Melchionda scored a combined
    twenty points higher on them, even though Henderson alone had five
    years of direct experience performing the supervisor job.
    For these reasons, Henderson has shown, in my view, that
    there is a genuine issue of material fact as to whether the
    evidence supportably shows that the interview scores were so
    lacking in integrity that the MBTA's claimed reliance on them to
    justify   its   hiring    of   Melchionda   may   be    deemed   pretextual.
    Accordingly, I disagree with the majority's decision to grant
    summary judgment to the MBTA based on an inadequate showing of
    pretext, as I think that ruling risks making the interview process
    an easy means by which an employer may insulate a hiring choice
    from the kind of scrutiny that Title VII contemplates.38
    B.
    That   still   leaves   the    question     of   whether   a   juror
    reasonably could find on this record that the MBTA's stated reason
    for choosing Melchionda over Henderson was not only a pretext for
    38I should add that the fact that many other applicants who
    were not hired scored better than Henderson is of no significance
    to the pretext inquiry, given that the evidence supportably shows
    that the answers given by the even higher scoring candidate that
    the MBTA did hire -- Melchionda -- were in an objective sense no
    better (and, in some respects, even worse) than those given by a
    candidate who scored as low as Henderson. Once that evidence of
    the suspicious nature of the scoring was in place, a juror could
    reasonably find that the MBTA must not have relied on the interview
    performance    of   the    candidates    in   hiring    Melchionda,
    notwithstanding its representation to the contrary.
    - 65 -
    its true motive but also a pretext for race-based discrimination.
    See Paul, 948 F.3d at 49-50.      Unless Henderson can make that
    showing, after all, he cannot fend off the MBTA's motion for
    summary judgment.
    Given that the majority holds Henderson's showing was
    too weak to permit a finding of pretext at all, it need not reach
    this additional issue about what inference might be drawn from a
    finding of pretext.   But, in an independent holding, the majority
    does so nonetheless and concludes that Henderson's showing on this
    score is also too weak to get his case to a jury.      Here, too,
    though, I disagree with the majority's decision to cut the jury
    out of the process.
    Neither the MBTA nor the majority contends that some
    unarticulated but nevertheless nondiscriminatory reason other than
    the interview scores drove the hiring decision.   See Reeves, 
    530 U.S. at 148
     ("[A]n employer would be entitled to judgment as a
    matter of law if the record conclusively revealed some other,
    nondiscriminatory reason for the employer's decision . . . .").
    Nor does either the MBTA or the majority contend that any evidence
    affirmatively shows that race did not influence that decision.
    See 
    id.
     (noting that judgment as a matter of law would be proper
    if there was "only a weak issue of fact" regarding pretext "and
    there was abundant and uncontroverted independent evidence that no
    discrimination had occurred").    Thus, neither the MBTA nor the
    - 66 -
    majority disputes that, insofar as the evidence permits a finding
    of pretext, the MBTA fails to offer any reason at all for having
    made the hiring choice that it did.
    The majority relies instead on the asserted weakness of
    Henderson's pretext showing, even though it assumes in this part
    of its analysis that the record suffices to support a pretext
    finding.   To justify doing so, the majority leans on our decision
    in Feliciano de la Cruz v. El Conquistador Resort and Country Club,
    
    218 F.3d 1
     (1st Cir. 2000).       Maj. Op. 29-32.
    There, we held that the plaintiff, a credit manager fired
    from her job at a hotel, was able to make a "thin" but supportable
    showing that the reasons given for her termination -- poor job
    performance, supposedly -- were pretextual, largely due to her
    receipt of commendations and a pay raise from her employer combined
    with evidence that the hotel's financial woes were not her fault.
    Feliciano, 
    218 F.3d at 7-8
    .        Nevertheless, we affirmed the grant
    of summary judgment to the employer because, we concluded, the
    evidence was insufficient for a juror to infer that, as the
    plaintiff had claimed, she was fired due to her Puerto Rican
    origin.    
    Id. at 8-9
    .
    Feliciano    was   decided   just   days   before   the   Supreme
    Court's decision in Reeves, which purported to disagree with what
    it understood to be our Circuit's precedent that a jury may not
    infer discrimination based only on the combination of a prima facie
    - 67 -
    case of discrimination and evidence of pretext.       See Reeves, 
    530 U.S. at 140-41, 148
    .      The Feliciano panel in a brief order did
    later deny a post-Reeves petition for rehearing, in which the
    plaintiff had argued that Reeves was at odds with the panel's
    analysis.    
    218 F.3d at 10
    .   In doing so, the panel stated that the
    "conclusion that Feliciano failed to adduce sufficient evidence to
    survive summary judgment" was "based on the particular weakness of
    her case."     
    Id.
    That order makes clear that Feliciano is a binding ruling
    that we must follow, notwithstanding Reeves.         But, by its own
    terms, Feliciano is best read to be a necessarily fact-dependent
    ruling. As such, it is readily distinguished from this case, given
    the different nature of the pretext showings in each.
    Henderson premises his pretext showing on evidence that
    casts doubt on the integrity of the scoring of the candidates'
    interview answers.     Yet, far from presenting a "weak" or "thin"
    case in that regard, the District Court itself expressed concern
    based on Henderson's showing about the scoring.      So, whatever one
    makes of the strength of the pretext showing in Feliciano, I do
    not see how Henderson's showing is comparably bare bones.
    Of course, Reeves recognizes that some rare showings of
    pretext -- even if more than strong enough to support a finding of
    pretext -- in their nature have little "probative value" in showing
    race discrimination. 
    530 U.S. at 148-49
    . For example, a plaintiff
    - 68 -
    may prove that an employer's claimed reliance on the winning
    candidate's superior prior experience is pretextual if he can show
    that the winning candidate bribed the employer.             That plaintiff,
    however, will have done little to advance his case for proving
    race discrimination.        Indeed, he arguably would have all but
    disproved it by demonstrating the true but non-race-based ground
    for the employer's hiring decision.
    But, even if Feliciano could be read to have been relying
    on the exception that Reeves carves out for rare cases of that
    kind,   that   exception    could    not     be   understood   to   encompass
    Henderson's    case.   He    has    supportably     shown   that    his   white
    competitor received higher scores for objectively worse answers
    than he gave to the exact same question and that this white
    competitor's answers to other more subjective questions were not
    evidently better than his own, even though they, too, were scored
    as if they were.
    When the showing of pretext rests on evidence that the
    Title VII plaintiff was not hired for doing exactly what the
    candidate of a different race who was hired did, see Thomas v.
    Eastman Kodak Co., 
    183 F.3d 38
    , 62 (1st Cir. 1999), the pretext
    showing is inherently one that involves evidence that is at least
    suggestive of race-based disparate treatment.            How, then, can we
    say that the evidence of pretext in such a case is of no "probative
    - 69 -
    value," Reeves, 
    530 U.S. at 149
    , to the ultimate question of
    whether race discrimination was the real basis for the decision?39
    39 That Henderson has not shown that each of the applicants
    who scored higher than he did gave answers no better than his poses
    no problem. If he can show that a juror could find that the MBTA
    was telling a falsehood in asserting that it picked Melchionda
    because of their divergent interview performances and that he was
    similarly qualified for the job but of a different race, then, for
    the reasons explained above, nothing in this record would prevent
    a juror, per Reeves, from inferring from that falsehood that race
    was driving the hiring choice in this round of hiring. Henderson
    need show no more to permit a jury to find that he suffered an
    adverse employment consequence "because of . . . race" and thus to
    permit it to find for him on his Title VII claim.
    The majority does separately assert that, because Henderson
    scored lower on the interview than sixteen other applicants who
    were not themselves selected for the open positions, he could
    succeed on a Title VII claim, if at all, only pursuant to the
    theory that race was at most a "motivating factor" for the MBTA's
    hiring decision. Maj. Op. 33 n.22. It then proceeds to contend
    that he cannot rely on that theory because he failed to plead it
    expressly in his complaint.     
    Id.
       But, we are at the summary
    judgment stage, see Ríos-Campbell v. U.S. Dep't of Com., 
    927 F.3d 21
    , 25-26 (1st Cir. 2019), and, in any event, no authority
    indicates that Henderson's general allegation of a Title VII
    violation due to his having been "subjected to race discrimination"
    is not itself a claim that race was at least a motivating factor
    in the MBTA's decision.
    Moreover, while the MBTA in theory could have contended that
    the higher scores that these other applicants received show that
    it would not have hired Henderson even if race had been a
    motivating factor for its actual decision, such a defense would
    not itself have defeated his claim of status-based discrimination;
    it would have merely limited his remedies. See 42 U.S.C. § 2000e-
    5(g)(2)(B); see also Univ. of Tex. Sw. Med. Ctr. v. Nassar, 
    570 U.S. 338
    , 355 (2013). Not surprisingly, therefore, the MBTA argues
    on appeal only that a fair application of the burden-shifting
    framework under McDonnell Douglas compels the conclusion that no
    reasonable juror could find that race played any role at all --
    motivating factor or otherwise -- in its hiring decision. As a
    result, I, like the District Court, focus on that contention.
    - 70 -
    Thus, I do not see how Henderson's case qualifies as the
    unusual one in which a jury should be denied the chance to draw an
    inference of race discrimination once it finds that the employer's
    stated reason for its hiring choice was not the real one.       And
    that is so even if we do not add into the mix the letter from the
    Federal   Transit   Administration     and   the   Federal   Highway
    Administration that alleged that, over a three-year period around
    the time the MBTA hired for the two supervisor positions, the
    agency received 750 Equal Employment Opportunity complaints, paid
    out more than $4 million in settlements and legal fees, and yet
    failed adequately to document the allegations.40
    That the District Court was moved to posit that cronyism
    may have best explained the basis for the MBTA's choice serves to
    reinforce this conclusion.   That explanation -- which is the only
    one other than the MBTA's merit-based explanation for its hiring
    choice that the District Court referenced -- was one that was
    itself a close cousin of the kind of race-based discrimination
    that Title VII forbids.   That speculation about the MBTA's true
    40 The MBTA points to a subsequent letter from the federal
    agencies that it claims shows that it "was in compliance with
    federal requirements regarding equal-opportunity employment."
    But, the subsequent letter did not address the "extremely troubling
    and disappointing" allegations of widespread complaints and large
    settlements and, in any case, only expressed approval of changes
    that the MBTA undertook to address deficiencies in its equal-
    opportunity program after January of 2013, when Melchionda and
    Higgins were selected.
    - 71 -
    but unacknowledged motive thus highlights to me that -- insofar as
    Henderson's pretext showing sufficed -- the question of motive
    here necessarily turned on the kind of inferential assessments,
    based on common experience, that lay jurors are best qualified to
    make.
    III.
    No doubt, a future case that implicates the proper
    application of the final stage of the Title VII burden-shifting
    framework will have enough factual differences from this one to
    permit it to be distinguished, just as I think this one can be
    distinguished on the facts from Feliciano.   The ruling there was
    one of law -- given that it was affirming a grant of summary
    judgment to the defendant.   But, it is expressed in terms that
    necessarily limit its reach to that case's specific facts.        See
    Feliciano, 
    218 F.3d at 7
     (emphasizing that, "[i]n evaluating
    whether summary judgment was proper . . . 'everything depends on
    individual facts'" (quoting Thomas, 
    183 F.3d at 57
    )).
    Indeed,   were   Feliciano   understood    to   state     a
    generalizable rule, as the majority suggests that it purported to
    do, Maj. Op. 35-37, then it is hard to know what that rule would
    be other than that a showing of pretext is not enough when, given
    the particular facts involved, that showing is too "thin" or, as
    the majority now terms it, "barebones," id. at 37.   Certainly, the
    rule cannot be that a plaintiff must do what Henderson has not,
    - 72 -
    which is to provide affirmative evidence of discriminatory motive.
    Reeves makes clear that is not required, see 
    530 U.S. at 147
    , and
    Feliciano is not to the contrary, see 
    218 F.3d at 6, 10
    .             I thus
    must assume that the majority's extensive recounting of the various
    types of such affirmative evidence that Henderson does not put
    forth is not intended to suggest that his failure to produce it
    weighs against -- rather than merely fails to aid -- his effort to
    have a jury decide the motive issue.       Maj. Op. 29-32 & nn. 19-20.
    I   am   nonetheless   concerned    that,   by    now    extending
    Feliciano to this case, we may be stumbling -- through an accretion
    of fact-dependent rulings -- into what will turn out to be the
    application of an "I know it when I see it" test.          But, if we were
    to adopt such a test de facto, then it seems to me that we
    necessarily would be adopting an approach to applying the burden-
    shifting framework that also could not be squared with Reeves.
    Such an application would bring about a shift in the approach to
    the respective roles of judge and jury in deciding questions of
    individual motive under Title VII that Reeves does not permit.
    There, the Supreme Court expressly identified just two
    types of cases in which a jury should be barred under the burden-
    shifting framework from finding from the plaintiff's supportable
    showing of pretext that the employer made its hiring decision
    because of race.    They are:    (1) where "conclusive[]" evidence of
    "some   other[]    nondiscriminatory      reason   for     the    employer's
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    decision" exists, and (2) where "weak" evidence of pretext is
    undercut by "abundant and uncontroverted independent evidence that
    no discrimination had occurred."        
    530 U.S. at 148
    .
    These     illustrative       examples    show   that    the    rare
    exceptions Reeves has in mind are ones in which some feature of
    the record directly undercuts the normally permissible inference
    that the jury may draw from an otherwise adequate showing of a
    prima facie case plus pretext.         
    530 U.S. at 148
    ; see also 
    id. at 154
       (Ginsburg,         J.,     concurring)      ("anticipat[ing]"      that
    "circumstances in which plaintiffs will be required to submit
    evidence beyond" what is necessary to show a prima facie case and
    pretext "in order to survive a motion for judgment as a matter of
    law   . . . .    will     be     uncommon").       Consistent    with    this
    understanding, other circuits have read Reeves both to presume
    that once a finding of pretext is permitted and a prima facie case
    has been made the jury gets to make the ultimate call and that the
    evidentiary     burden     for    overcoming   that    presumption      is   a
    substantial one.    See Blow v. City of San Antonio, 
    236 F.3d 293
    ,
    298 (5th Cir. 2001) (finding a "prima facie case," a "material
    issue of disputed fact as to whether the employer's explanation
    was false," and "no unusual circumstances that would prevent a
    rational fact-finder from concluding that the employer's reasons
    . . . were discriminatory" to be enough to defeat summary judgment
    under "a straightforward application of Reeves"); Rowe v. Marley
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    Co., 
    233 F.3d 825
    , 830 (4th Cir. 2000) (holding that "absent"
    "evidence that precludes a finding of discrimination," "courts may
    not require a plaintiff who proves both a prima facie case and
    pretext to produce additional proof of discrimination in order to
    survive a defendant's motion for summary judgment").
    Here, however, there is no such directly undermining
    evidence in the record, nor is there anything else in it that could
    suffice to dispel the concerning inference created by Henderson's
    pretext showing (assuming, as the majority does at points, that it
    was supportably made).   In fact, as I have explained, the pretext
    showing in this case itself sounds in the disparate treatment of
    candidates of different races, which was not true in Feliciano.
    Yet, the majority grants summary judgment to the MBTA nonetheless.
    In justifying the decision to take the ultimate question
    of motive based on pretext out of the hands of the jury, the
    majority treats the logical chain of reasoning that Henderson asks
    us to recognize as if it necessarily falls outside the realm of
    permissible    inferential   reasoning   because   it   can   only   be
    understood to require the fact-finder to engage in impermissible
    speculation.    Maj. Op. 29-32.    But, while the summary judgment
    standard requires us to draw the line between inference-making and
    speculative guessing, it is not a Platonic one that may be limned
    without reference to the source of law that sparks the need for a
    motive determination.    It is necessarily a context-dependent one
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    that must be assessed with respect to the specific pretext and
    motive issues that are at play under the specific statute that
    grounds the plaintiff's claim.
    Under the Supreme Court's Title VII jurisprudence, the
    berth given to juries to draw on their own experiences and lay
    understandings to make inferences about employer motive based on
    findings of pretext is a wide one.            Otherwise, the Court has made
    clear, the promise of a discrimination-free hiring process that
    Title VII was enacted to secure would be thwarted.               And that is
    surely so.     Indeed, were jurors not given that leeway, Title VII
    would undermine itself, as the very legal bar to race-based hiring
    that it imposes incentivizes employers to cover up a racially
    discriminatory motive that in an earlier era they could have more
    freely risked making known without fear of violating federal law.
    The concern, then, is that the majority's reluctance to
    permit   the    jury     to    engage   in      "speculation"    reflects   a
    misunderstanding       about   the   kind     of   permissible   inferential
    reasoning that, as a matter of law, Title VII's burden-shifting
    framework inherently contemplates.             Per Reeves, as I understand
    it, this framework aims to ensure that juries may decide difficult
    questions of motive under Title VII even though conclusive or even
    affirmative evidence of employer motive often will prove elusive.
    There will, then, usually be only judgments to be made from the
    fact that the plaintiff has shown that he lost out to a similarly
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    qualified person of a different race for the job, that the employer
    falsely explained its reason for making that choice, and that it
    has   offered   no   non-discriminatory        reason    to    explain    what   in
    consequence has been left unexplained.                 To deem impermissibly
    speculative     in   such    a   case   a     jury's    judgment   that    racial
    discrimination best explains the inexplicable -- especially when
    the plaintiff is so qualified that he was forced to train the one
    to whom he lost out and the pretext showing relies on evidence of
    disparate    treatment      --   is   to    undermine    the    burden-shifting
    framework itself.
    For these reasons, I am concerned that, through a series
    of individualized, seemingly fact-dependent rulings, Reeves is at
    risk of suffering death by a thousand cuts.                Insofar as that is
    so, the time to stop the bleeding, in my view, is now.
    IV.
    For these reasons, I respectfully dissent.
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