Romero v. Colorado Department of Human Services , 417 P.3d 914 ( 2018 )


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  •      The summaries of the Colorado Court of Appeals published opinions
    constitute no part of the opinion of the division but have been prepared by
    the division for the convenience of the reader. The summaries may not be
    cited or relied upon as they are not the official language of the division.
    Any discrepancy between the language in the summary and in the opinion
    should be resolved in favor of the language in the opinion.
    SUMMARY
    January 11, 2018
    2018COA2
    No. 16CA2159, Romero v. Colo. Dep’t of Human Servs. —
    Administrative Law — State Administrative Procedure Act —
    Ultimate Conclusion of Fact; Constitutional Law — Fifth
    Amendment — Right to Remain Silent — Adverse Inference
    In this administrative law case, a division of the court of
    appeals considers the intersection of Colorado’s State
    Administrative Procedure Act (APA) and application of an adverse
    inference to a civil defendant’s invocation of his Fifth Amendment
    right to remain silent. As an issue of first impression, the division
    holds that an agency’s determination in a final agency action to
    apply an adverse inference to a defendant’s invocation of his right to
    remain silent is an ultimate conclusion of fact under the APA.
    Consequently, the agency is required, as a matter of law, to make
    its own determination regarding the adverse inference and can
    substitute its own judgment for that of the administrative law judge
    regarding the inference and the weight to give the inference in light
    of the other evidence presented. Accordingly, a majority of the
    division reverses the district court’s judgment because it effectively
    precluded the Department of Human Services from making its own
    determination on whether to apply the adverse inference to plaintiff,
    Steven Romero’s invocation of his Fifth Amendment right to remain
    silent.
    The division also considers whether the district court’s
    decision overturning the Department’s final agency action should be
    upheld because the Department’s decision was based on
    insufficient evidence. A majority of the division concludes that the
    Department’s decision was based on sufficient evidence and that
    the evidence was not speculative.
    The dissent disagrees with the applicability of the adverse
    inference under the procedural and factual circumstances of this
    case.
    The majority opinion reverses the district court’s judgment
    and allows the final agency decision to stand.
    COLORADO COURT OF APPEALS
    Court of Appeals No. 16CA2159
    City and County of Denver District Court No. 16CV31561
    Honorable A. Bruce Jones, Judge
    Steven Romero,
    Plaintiff-Appellee,
    v.
    Colorado Department of Human Services,
    Defendant-Appellant.
    JUDGMENT REVERSED
    Division VI
    Opinion by CHIEF JUDGE LOEB
    Nieto*, J. concurs
    Davidson*, J. dissents
    Announced January 11, 2018
    Bauer & Furman, P.C., Steven M. Furman, Fort Morgan, Colorado, for Plaintiff-
    Appellee
    Cynthia H. Coffman, Attorney General, Theodore A. B. McCombs, Assistant
    Attorney General, Denver, Colorado, for Defendant-Appellant
    *Sitting by assignment of the Chief Justice under provisions of Colo. Const. art.
    VI, § 5(3), and § 24-51-1105, C.R.S. 2017.
    ¶1    In this administrative law case, the Larimer County
    Department of Human Services (DHS) made a finding confirming
    that plaintiff, Steven Romero, sexually abused his grandchildren
    and exposed one grandchild to an injurious environment, which
    required Romero to be listed in the statewide child abuse registry,
    known as Trails. Romero appealed DHS’s confirmations pursuant
    to Colorado’s State Administrative Procedure Act (APA). §§ 24-4-
    101 to -204, C.R.S. 2017. An administrative law judge (ALJ)
    concluded in an initial decision that the preponderance of the
    evidence did not support DHS’s confirmation decisions. DHS
    appealed, and defendant, Colorado Department of Human Services
    (Department), reversed the ALJ’s initial decision, concluding that
    the evidentiary facts, including an adverse inference based on
    Romero’s invocation of his Fifth Amendment right to remain silent,
    supported a finding that Romero sexually abused his
    grandchildren.
    ¶2    Romero appealed to the district court, which reversed the
    Department’s final decision, and the Department now appeals the
    1
    district court’s judgment.1 Because we conclude that the
    Department properly applied an adverse inference to Romero’s
    invocation of his Fifth Amendment rights and did not otherwise err
    in its final decision, we reverse the district court’s judgment.
    I.   Procedural History and Background
    ¶3    The following facts and procedural history are taken from the
    administrative record in this case.
    ¶4    In 2014, L.R. (mother)2 brought her three-year-old daughter,
    K.P., to the doctor for pain and swelling around her vagina. The
    medical personnel asked mother if K.P. had been sexually abused
    and ran tests for various sexually transmitted diseases, all of which
    were negative.3 Mother asked K.P. the next day if anyone had
    1 The Department’s appeal focuses on the application of the adverse
    inference to the confirmations of sexual abuse against Romero’s
    grandchildren. However, the Department’s briefs make it clear that
    it is also appealing the judgment as it relates to DHS’s confirmation
    that Romero subjected his grandson to an injurious environment by
    exposing him to domestic violence. Because we decide the merits of
    the case based on the Department’s authority to draw an adverse
    inference, our opinion is equally applicable to both the sexual abuse
    confirmations and the injurious environment confirmation. For
    brevity’s sake, we focus our analysis on the sexual abuse
    confirmations.
    2 Mother is Romero’s adopted daughter.
    3 The swabs taken to test for Herpes were inadvertently never sent
    for testing.
    2
    touched her in a “bad spot,” and K.P. answered “Papa,” referring to
    Romero. K.P. disclosed that Romero touched her “front butt” with
    his hand. And, in a later statement, she stated that Romero had
    put his fingers in her “front butt.” The record also includes copies
    of an anatomically correct drawing where K.P. pointed to the vaginal
    area when asked where the “front butt” was.
    ¶5    At the time of K.P.’s disclosure, mother, K.P., and mother’s
    older child, A.R., lived with Romero and the children’s maternal
    grandmother, who was also Romero’s common law wife
    (grandmother). After K.P.’s disclosure, grandmother alerted mother
    to Romero’s potential abuse of A.R. Mother reported the potential
    abuse of K.P. and A.R. to the Morgan County Department of Human
    Services. However, Romero was the director of that office at the
    time, so the case was referred to DHS in Larimer County. DHS
    began an investigation of the alleged abuse simultaneously with a
    criminal investigation by law enforcement.4
    4 The record on appeal includes no information on the criminal
    investigation. This appeal is solely concerned with the
    Department’s administrative, civil decision confirming the abuse
    and neglect allegations and subsequently listing Romero in the
    Trails system.
    3
    ¶6    Both children were forensically interviewed, and A.R. was
    interviewed twice. A.R. was very reluctant in his interviews, and
    neither interview disclosed improper contact. However, a month
    later, A.R. disclosed in therapy, through words and pictures, that
    Romero had touched him inappropriately, focusing on an incident
    in a swimming pool.
    A.    DHS Decision and Romero’s Listing in Trails
    ¶7    Ultimately, DHS found by a preponderance of the evidence
    that Romero had sexually abused K.P. and A.R. Both of these
    findings, or “confirmations,” were listed in Trails.
    ¶8    Romero timely appealed the confirmations to the Department’s
    Child Abuse/Neglect Dispute Review Section. The Department
    referred Romero’s appeal to an ALJ.
    ¶9    As part of the discovery process for the administrative appeal,
    DHS deposed Romero. Romero was represented by counsel and
    answered a few questions about his education and background, but
    he invoked his Fifth Amendment right to remain silent on the advice
    of his attorney for the remainder of the deposition. The questions
    bore heavily on whether Romero sexually abused his grandchildren,
    including such direct questions as whether Romero touched K.P.
    4
    and A.R. in intimate areas and whether those touches were for
    Romero’s sexual gratification. It is clear from the deposition
    transcript that Romero invoked the Fifth Amendment to protect
    himself in the ongoing criminal investigation into A.R.’s and K.P.’s
    allegations of sexual abuse.5
    B.    ALJ Hearing and Initial Decision
    ¶ 10   At the hearing, the ALJ heard testimony from mother;
    grandmother; the medical personnel who initially treated K.P.; the
    children’s therapist, Cassie Potts; and a clinical and forensic
    psychologist, Dr. Richard Spiegle. Dr. Spiegle was the only witness
    called by Romero; Romero did not otherwise present evidence
    disputing DHS’s proffered evidence.
    ¶ 11   The forensic interviews as well as the transcript of Romero’s
    deposition were admitted into evidence at the hearing. During
    closing arguments, DHS requested that the ALJ make an adverse
    inference regarding the questions that Romero declined to answer
    based on his invocation of the Fifth Amendment.
    5 Romero invoked the Fifth Amendment for every question,
    including his address, which his attorney stated could relate to
    where the children alleged the abuse took place.
    5
    ¶ 12   The ALJ made numerous findings of evidentiary fact and
    reversed DHS’s confirmations as to the ultimate conclusion that
    Romero was responsible for sexual abuse of his grandchildren.
    ¶ 13   Because the Department and this court must defer to the
    ALJ’s findings of evidentiary or historical fact, we detail those
    findings here.
     Romero is the grandfather of K.P. and A.R.
     A.R. was living with Romero and grandmother, and
    Romero was A.R.’s legal guardian.
     A.R. had been suffering from encopresis6 since sometime
    in 2012.
     At the time of the allegations, K.P. and mother were also
    living with Romero and grandmother.
     While A.R. and K.P. were living under Romero’s roof, they
    often slept in the same bed with Romero.
    6 Testimony at the hearing revealed that encopresis is a kind of fecal
    incontinence that begins with severe, chronic constipation and can
    be caused by a variety of factors, including diet, emotional distress,
    and trauma.
    6
     Mother took K.P. to see a pediatrician because of a
    bumpy rash on her inner thighs and pain and swelling in
    her vaginal area.
     The doctor and nurse practitioner who treated K.P. asked
    mother if K.P. had been sexually abused and ran tests to
    determine if K.P. had a sexually transmitted disease.
    However, no cause for the rash or swelling was ever
    “medically determined.”
     The doctor testified that K.P. was more scared or worried
    by the doctor’s examination of her groin than is typical
    for a child of her age.
     Grandmother alerted mother to Romero’s potential abuse
    of A.R., centered on an incident in a swimming pool.
     K.P. stated that Romero touched her “front butt” and put
    his fingers in her “front butt,” but K.P.’s forensic
    interview was inconclusive.
     A.R.’s first forensic interview did not disclose any
    inappropriate touching.
     After the first forensic interview, A.R. disclosed that
    Romero touched him on his butt in the pool. A.R. was
    7
    forensically interviewed a second time, but the ALJ
    determined that the second interview was tainted by
    leading questions.
     Both children began counseling with Potts, a therapist at
    Sexual Abuse Response Associates specializing in
    trauma. A.R. was having issues with nightmares,
    avoidance, shyness, sleeplessness, and difficulty
    focusing. Potts testified that she believed these
    symptoms were associated with past trauma.
     After fifteen sessions with Potts, A.R. drew a picture with
    stick figures of himself and Romero in a pool and
    described Romero touching him over his clothes. A.R.
    also wrote a letter to Romero that began with “why did
    you tuch me?” He also wrote that “in the pool grampa
    dad did tuched me on butt with his finger it hert.”
    Similarly, he drew a picture of him and Romero in the
    pool and wrote at the bottom “tuch me in swimming pool
    over close.”
    8
     K.P. engaged in play therapy with Potts, and during the
    therapy K.P. used anatomically correct dolls in sexual
    positions.
     After the allegations and commencement of the
    investigation, Romero voluntarily relinquished his
    guardianship of A.R.
    ¶ 14   Dr. Spiegle testified that A.R.’s shyness could be attributed to
    encopresis. He further testified that if the encopresis was brought
    on by emotional turmoil, that turmoil could have derived from
    mother’s inconsistent presence in A.R.’s life. However, Dr. Spiegle
    also admitted that sexual abuse could contribute to the onset of
    encopresis in a child.
    ¶ 15   The ALJ ultimately concluded that DHS “failed to establish by
    a preponderance of the evidence that [Romero] is a person
    responsible for incidents of child abuse or neglect.” In making that
    conclusion, the ALJ emphasized the following:
     The medical examination of K.P. did not reveal the cause
    of the bumpy rash and pain in her genital area, although
    there was suspicion that they resulted from abuse.
    9
     K.P. is very young and her forensic interview reflected her
    “immaturity.” Her accounts were inconsistent and
    confusing.
     Regarding both children, there was no evidence that any
    contact occurred with the requisite purpose of sexual
    arousal, gratification, or abuse. §§ 18-3-401(4), -405,
    C.R.S. 2017.
     Regarding A.R., neither forensic interview revealed any
    inappropriate touching and his drawings were
    inconclusive, even with the testimony of Potts.
     Dr. Spiegle’s testimony indicated that A.R.’s encopresis
    could have been triggered by emotional issues with
    mother, not Romero.
     The ALJ opined that “the evidence does not preponderate
    on such an important issue as is presented here.”
    ¶ 16   In the initial decision, the ALJ made no reference to the
    Department’s request for an adverse inference.
    C.   DHS’s Appeal to the Department
    ¶ 17   DHS appealed the ALJ’s order to the Department for a final
    decision. DHS argued that the ALJ erred in failing to draw an
    10
    adverse inference from Romero’s invocation of his Fifth Amendment
    right against self-incrimination. Specifically, DHS argued that the
    ALJ did not consider Romero’s deposition transcript because the
    ALJ failed to mention it in any of his findings of fact or conclusions
    and it was not listed as an exhibit in the ALJ’s order. Romero
    responded that there was no credible evidence or substantive
    testimony to be disputed, and that, therefore, an adverse inference
    was not “helpful.”
    ¶ 18   The Department accepted the ALJ’s findings of evidentiary
    fact, but overturned the ALJ’s ultimate conclusion of fact and found
    that DHS had proven by a preponderance of the evidence that
    Romero sexually abused K.P. and A.R. In doing so, the Department
    first concluded that the ALJ had not considered Romero’s
    invocation of his Fifth Amendment rights. However, based on that
    invocation, the Department made its own determination to apply
    the adverse inference in its analysis. Specifically, the Department
    focused on the questions regarding whether Romero ever touched
    K.P.’s or A.R.’s private areas, and if so, whether he did that for his
    own sexual gratification. The Department found that the adverse
    inference, combined with a number of other facts supported by the
    11
    record, showed by a preponderance of evidence that Romero abused
    his grandchildren.
    ¶ 19   The Department emphasized the following evidentiary facts
    pertaining to Romero’s sexual abuse of K.P.:
     K.P. presented as more scared during the medical exam
    of her groin and genitals than was typical of children her
    age.
     K.P. asked the medical personnel not to stick their
    fingers in her “front butt.”
     The medical personnel strongly suspected sexual abuse
    as evidenced by the questions they asked mother and the
    tests they chose to run.
     K.P. disclosed in her forensic interview that Romero
    touched her “front butt.”
     K.P. sometimes slept with Romero.
     Children as young as K.P. often cannot express
    themselves in words, but can express themselves
    through play. K.P. used anatomically correct dolls to
    show sexual situations.
    12
     The Colorado Supreme Court has “extensive case
    authority holding that such statements of very young
    children relating to incidents of sexual abuse tend to be
    reliable.” Here, K.P. was three years old when she was
    taken to the pediatrician for vaginal pain and forensically
    interviewed.
    ¶ 20   Similarly, with regard to A.R., the Department emphasized the
    following to support a confirmation of sexual abuse:
     A.R.’s drawings, including their written notes and labels,
    were clear when put into context, and they disclosed
    abuse.
     A.R. had a withdrawn and tearful demeanor while
    making the “trauma narrative” drawings.
     A.R. made the statement of “why did u tuch me?” while
    in trauma therapy.
     A.R. sometimes slept with Romero.
     A.R. eventually disclosed that Romero touched him over
    his clothes.
     Dr. Spiegle’s testimony that A.R.’s encopresis could have
    been caused by the instability of mother in his life was
    13
    not conclusive. Moreover, Dr. Spiegle acknowledged that
    sexual abuse could contribute to the onset of encopresis.
    D.   Romero’s Appeal to the District Court
    ¶ 21    Romero timely appealed the Department’s final decision to the
    district court. The district court reviewed the briefs and the record
    and concluded that the Department had failed “to provide an
    adequate explanation for why it chose to draw a negative inference”
    from Romero’s invocation of the Fifth Amendment. The court stated
    that “[u]nder the circumstances of this case, a non-generic
    explanation by [the Department] was legally necessary. . . . [T]his
    Court is concerned that the privilege has been reduced to ‘a hollow
    mockery’ because [the Department] equated remaining silent with
    guilt.”
    ¶ 22    The court ruled that, while the Department could substitute
    its own judgment for that of the ALJ with respect to ultimate
    conclusions of fact, the Department “based its reversal almost
    entirely on Romero’s invocation of the Fifth Amendment. . . . As a
    result, the court finds that [the Department’s] decision was both
    arbitrary and capricious and contrary to law.”
    14
    ¶ 23   The court further concluded that the ALJ was best suited to
    consider whether the adverse inference should be applied.
    Consequently, the court remanded the case to the Department with
    instructions to remand to the ALJ to determine whether the adverse
    inference should be applied, and if so, whether DHS showed by a
    preponderance of the evidence that Romero was responsible for the
    alleged abuse.
    ¶ 24   The Department now appeals, arguing that the district court
    erred by overruling the Department’s final decision and by
    restricting the application of the adverse inference to situations
    where the Department provides an “adequate explanation” of why it
    has applied the inference. For the reasons discussed below, we
    conclude the Department properly applied the adverse inference to
    uphold DHS’s confirmations, and, accordingly, we reverse the
    judgment of the district court.
    II.   Standard of Review
    ¶ 25   On appeal from a district court’s review of a final agency
    action, this court applies the same standard of review as the district
    court — the standard set forth in section 24-4-106(7), C.R.S. 2017.
    § 24-4-106(7), (11)(e); see also Gessler v. Grossman, 
    2015 COA 62
    ,
    15
    ¶ 9 (cert. granted June 20, 2016). Pursuant to section 24-4-106(7),
    a reviewing body may set aside an agency’s decision only when the
    agency action is
    arbitrary or capricious, a denial of statutory
    right, contrary to constitutional right, power,
    privilege, or immunity, in excess of statutory
    jurisdiction, authority, purposes, or
    limitations, not in accord with the procedures
    or procedural limitations of this article or as
    otherwise required by law, an abuse or clearly
    unwarranted exercise of discretion, based
    upon findings of fact that are clearly erroneous
    on the whole record, unsupported by
    substantial evidence when the record is
    considered as a whole, or otherwise contrary to
    law . . . .
    If the reviewing court finds no error, it must affirm the agency
    action. 
    Id.
     In applying this standard, we presume the validity and
    regularity of the administrative proceedings and resolve all
    reasonable doubts as to the correctness of the administrative ruling
    in favor of the agency. Gessler, ¶ 11.
    III.   Adverse Inference for a Party’s Invocation of the Fifth
    Amendment in Civil Cases
    ¶ 26   The central issue in this case is whether the Department
    correctly applied an adverse inference from Romero’s invocation of
    his Fifth Amendment rights to its analysis of whether the evidence
    16
    supported DHS’s confirmations of sexual abuse.7 We conclude that
    it did.
    A.    Preliminary Matter
    ¶ 27    Before addressing the Department’s arguments on the merits,
    we first address Romero’s argument that the issue of the
    applicability of the adverse inference was not preserved for appellate
    review. Romero argues that, because the Department filed its
    appeal before the case could be remanded to the ALJ for a
    determination of whether the adverse inference should apply, the
    Department “waived the right to argue the issue of a potential
    adverse inference here.” We disagree.
    ¶ 28    First, Romero cites no case law, and we have found none, that
    supports his hybrid preservation/waiver argument in this context.
    Indeed, the law is to the contrary. See Benchmark/Elite, Inc. v.
    Simpson, 
    232 P.3d 777
    , 778 (Colo. 2010) (reversing a remand order
    to an ALJ). Second, one of the Department’s primary arguments is
    that the district court erred in overturning the Department’s
    adverse inference decision and remanding to the ALJ for findings on
    7 As noted above, the same issue applies to the confirmation of
    injurious environment as well.
    17
    the adverse inference. Third, Romero concedes in his answer brief
    that the ALJ’s silence on the adverse inference was, in fact, a
    decision that the inference did not apply, thereby presenting that
    issue to the district court for a decision, which it made. The district
    court’s decision was a final judgment, and the Department has a
    right to appeal that decision.
    B.     Applicable Law
    ¶ 29   This case turns on the intersection of the Department’s
    authority under the APA and the jurisprudence concerning a party’s
    invocation of the Fifth Amendment in the context of a civil case. We
    outline the relevant areas of law below.
    1.    The Department and Trails
    ¶ 30   The Office of Children, Youth and Families within the
    Department is tasked with, among other duties, overseeing the
    state’s Division of Child Welfare. See § 26-1-105(2)(a), C.R.S. 2017;
    § 26-20-110(1)(a), C.R.S. 2017 (A working group within the division
    of youth services consists of “[t]he director of the office of children,
    youth, and families in the division of child welfare within the
    [Department]. . . .”); see also Colorado Department of Human
    Services, Management Team & Organization,
    18
    https://perma.cc/8Q6W-CB4Z. The Department administers
    services to individual children and families through the county
    department of human services offices. § 26-1-118(1), C.R.S. 2017;
    see also Colorado Department of Human Services, Child Welfare,
    https://perma.cc/82KB-QQCJ.
    ¶ 31   As relevant here, county department of human services offices
    receive reports of known or suspected child abuse or neglect. § 19-
    3-307(1), C.R.S. 2017. The Department is statutorily required to
    train county department of human services offices in investigating
    these reports of child abuse or neglect and reporting confirmed
    incidents of child abuse or neglect to the Department. § 19-3-
    313.5(2)(a), (b), C.R.S. 2017. The goal of the Department’s training
    is to “achieve consistency and standardization” in investigating
    reports of child abuse or neglect and reporting the confirmed cases
    to the Department. § 19-3-313.5(2). A “confirmed” incident means
    “any report made pursuant to article 3 of [title 19] that is found by
    a county department . . . to be supported by a preponderance of the
    evidence.” § 19-1-103(27), C.R.S. 2017.
    ¶ 32   When a county department of human services office confirms
    a report of child abuse or neglect, information on the incident and
    19
    the person found to be responsible for the abuse is added to Trails.
    See § 19-3-313.5(3). This confirmation determination is separate
    and apart from any criminal investigation into the suspected abuse
    or neglect. The department of human services investigation and
    confirmation process is an agency action, civil in nature, and,
    accordingly, subject to the “preponderance of the evidence”
    standard. § 19-1-103(27).
    ¶ 33   A person found responsible for a confirmed report of child
    abuse or neglect may appeal the department of human services
    decision that confirmed the incident(s) of abuse or neglect. Id. The
    department of human services confirmation decision is appealed to
    an ALJ, and a decision by an ALJ is considered an initial decision of
    the Department. § 26-1-106(1)(a), C.R.S. 2017. When a party files
    exceptions to the ALJ’s decision, as was the case here, review of the
    ALJ’s decision proceeds in accordance with the APA, section 24-4-
    105(15), C.R.S. 2017.
    2.   The APA
    ¶ 34   Section 24-4-105(15)(a) provides that the initial decision of the
    ALJ should be appealed to the governing agency. Here, the case
    was appealed to the Office of Appeals within the Department. In
    20
    such an appeal, there is a significant difference in the agency’s
    treatment of findings of evidentiary fact and ultimate conclusions of
    fact. § 24-4-105(15)(b). Findings of evidentiary or historical facts
    made by the ALJ “shall not be set aside by the agency on review of
    the initial decision unless such findings of evidentiary fact are
    contrary to the weight of the evidence.” Id.
    ¶ 35   In contrast, an agency can substitute its own judgment for
    that of the ALJ on “ultimate conclusions of fact” as long as the
    agency’s conclusions have a reasonable basis in law and are
    supported by substantial evidence in the record. Lawley v. Dep’t of
    Higher Educ., 
    36 P.3d 1239
    , 1245 (Colo. 2001) (citing Lee v. State
    Bd. of Dental Exam’rs, 
    654 P.2d 839
    , 844 (Colo. 1982)); accord State
    Bd. of Med. Exam’rs v. McCroskey, 
    880 P.2d 1188
    , 1193 (Colo.
    1994). Indeed, it is legal error for an agency to abdicate its
    “responsibility to make its own ultimate conclusions of fact.” Nixon
    v. City & Cty. of Denver, 
    2014 COA 172
    , ¶ 25.
    ¶ 36   Our supreme court has acknowledged that the line between
    evidentiary facts and ultimate conclusions of fact is not always
    clear. Lawley, 36 P.3d at 1245; see Nixon, ¶ 20. “[E]videntiary
    facts generally include the detailed factual or historical findings on
    21
    which a legal determination rests.” Lawley, 36 P.3d at 1245.
    Alternatively, ultimate conclusions of fact typically involve “a
    conclusion of law, or at least a mixed question of law and fact,” and
    often “settle[] the rights and liabilities of the parties.” Ritzert v. Bd.
    of Educ. of Acad. Sch. Dist. No. 20, 
    2015 CO 66
    , ¶ 30 (quoting
    McCroskey, 880 P.2d at 1193); see also Lawley, 36 P.3d at 1245.
    3.    Adverse Inference in Civil Cases
    ¶ 37   It is error in a criminal case to draw an adverse inference of
    guilt from an accused’s refusal to testify about facts relevant to his
    or her case. E.g., Griffin v. California, 
    380 U.S. 609
    , 613-14 (1965);
    Fitzgerald v. People, 
    2017 CO 26
    , ¶¶ 17-18. However, that is not
    the rule in cases of a civil nature. Although a party in a civil case
    has a Fifth Amendment right to refuse to answer questions that
    might incriminate him or her in a future criminal proceeding, “the
    Fifth Amendment does not forbid adverse inferences against parties
    to civil actions when they refuse to testify in response to probative
    evidence offered against them.” Asplin v. Mueller, 
    687 P.2d 1329
    ,
    1331-32 (Colo. App. 1984) (quoting Baxter v. Palmigiano, 
    425 U.S. 308
    , 318 (1976)). This inference is equally applicable to a party
    who claims the Fifth Amendment privilege in response to properly
    22
    posed discovery questions, as Romero did here. Chaffin, Inc. v.
    Wallain, 
    689 P.2d 684
    , 689 (Colo. App. 1984). Moreover, the
    adverse inference has been extended to cases involving
    administrative agencies. Commodity Futures Trading Comm’n v.
    Collins, 
    997 F.2d 1230
    , 1234 (7th Cir. 1993) (“No law forbids a
    regulatory agency to draw the logical inference from a regulated
    entity’s refusing on Fifth Amendment grounds to play ball with the
    agency.” (citing Baxter, 
    425 U.S. at 318
    )).
    ¶ 38   The adverse inference rule is defined as follows: “Failure of a
    party . . . to answer questions based on the privilege against self-
    incrimination raises a strong inference that the answers would have
    been unfavorable and damaging to him, and comment to that effect
    is proper.” Asplin, 
    687 P.2d at 1332
    . Whether to apply this
    inference is discretionary and is not mandatory. Chaffin, Inc., 
    689 P.2d at 689
     (“[T]he finder of fact in a civil case should be permitted
    to draw an adverse inference against a party who claims the Fifth
    Amendment privilege . . . .”) (emphasis added).8 However, although
    8Finders of fact — juries, courts, and ALJs — make both findings of
    evidentiary or historical fact and ultimate conclusions of fact, such
    as guilt or innocence, liability or nonliability, reasonable or
    unreasonable, etc. Stating that a fact finder should be permitted to
    23
    the fact finder may draw the adverse inference, a penalty cannot
    automatically be imposed solely because the accused remained
    silent and exercised his or her Fifth Amendment rights. E.g.,
    Lefkowitz v. Cunningham, 
    431 U.S. 801
    , 806-07 (1977).
    C.    Analysis
    1.   The Fifth Amendment Adverse Inference is an Ultimate
    Conclusion of Fact
    ¶ 39    We first conclude that whether to apply the Fifth Amendment
    adverse inference in a civil proceeding and what weight to give that
    adverse inference in the agency’s determination is an ultimate
    conclusion of fact. In its final decision, the Department was,
    therefore, required to make a determination of whether to apply the
    adverse inference, see Nixon, ¶ 25, and state what weight it held, if
    any, in its determination of whether the incidents of abuse and
    neglect against K.P. and A.R. should be confirmed as to Romero.
    ¶ 40    In order to apply an adverse inference for invocation of the
    constitutional right against self-incrimination, at least two factual
    events must have happened: (1) a party in a civil case must have
    draw the Fifth Amendment adverse inference does not necessarily
    imply that the adverse inference is a finding of historical or
    evidentiary fact. See, e.g., Chaffin, Inc. v. Wallain, 
    689 P.2d 684
    ,
    687 (Colo. App. 1994).
    24
    been asked questions to which his or her answers would have been
    potentially incriminating in a future criminal action and (2) the
    party must have invoked his or her Fifth Amendment rights.
    Asplin, 
    687 P.2d at 1331-32
    . It is undisputed that during the
    discovery phase for the ALJ hearing, DHS conducted a deposition
    with Romero and asked him pointed and incriminating questions,
    including whether he touched K.P. and A.R. for his own sexual
    gratification. It is also undisputed that Romero explicitly invoked
    his Fifth Amendment rights for the entirety of the deposition except
    for the first few questions. The record is clear that had Romero
    been called to testify at the ALJ hearing, he would have invoked his
    Fifth Amendment rights and refused to answer questions because of
    the ongoing criminal investigation into K.P.’s and A.R.’s allegations.
    ¶ 41   But, for the inference to apply, there must also have been
    probative evidence offered against the person claiming the privilege.
    
    Id.
     at 1332 (citing Baxter, 
    425 U.S. at 318
    ); cf. Olin Corp. v. Castells,
    
    428 A.2d 319
    , 321-22 (Conn. 1980) (listing the other evidence
    presented against the defendant in the trial court and affirming the
    trial court’s order relying on a Fifth Amendment adverse inference
    against the defendant). “Probative evidence” means “[e]vidence that
    25
    tends to prove or disprove a point in issue.” Black’s Law Dictionary
    677 (10th ed. 2014).
    ¶ 42   Thus, in applying the adverse inference, the fact finder must
    first conclude that two historical facts were present: asking
    potentially incriminating questions of a party and that party’s
    invocation of the Fifth Amendment protections. The fact finder
    must then take those historical facts in the context of the other
    evidence presented and determine that the party refused to answer
    the potentially incriminating questions in the face of probative
    evidence against him.
    ¶ 43   Finally, if all three of these elements are present, the court or
    agency can choose whether to apply the inference. Chaffin, Inc.,
    
    689 P.2d at 689
    . If the fact finder determines that the adverse
    inference should be applied, it then must be careful to ensure that
    other facts besides the adverse inference support a penalty being
    imposed on the party in order to avoid the evil of penalizing a
    person solely based on his or her assertion of a constitutional
    privilege. See Lefkowitz, 
    431 U.S. at 807
     (“Section 22 confronted
    appellee with grave consequences solely because he refused to
    waive immunity from prosecution and give self-incriminating
    26
    testimony. Section 22 is therefore constitutionally
    indistinguishable from the coercive provisions we struck down in
    [previous cases] . . . .”) (emphasis added).
    ¶ 44   In our view, this multi-step approach to determining whether
    and how to apply the adverse inference makes the inference an
    ultimate conclusion of fact because it applies the legal principles of
    an adverse inference and constitutional rights to evidentiary facts.
    See McCroskey, 880 P.2d at 1194 (stating that when an
    administrative body applies legal principles to the evidentiary facts
    it is an indication of an ultimate conclusion of fact). As relevant
    here, the Department used the Fifth Amendment adverse inference
    jurisprudence to determine if the historical facts of Romero’s refusal
    to answer pointed and incriminating deposition questions based on
    his Fifth Amendment privileges triggered the inference; this is a
    classic application of a legal standard to historical facts. Id.
    ¶ 45   The Department also was required to determine that there was
    “probative evidence” offered against Romero in the face of his
    invocation. Although the Department did not explicitly state that it
    was making this determination in its final decision, the record
    shows that this part of the analysis was satisfied by the
    27
    Department’s meticulous listing and consideration of “other
    corroborating evidence” that supported confirming the abuse
    allegations against Romero. Again, this type of analysis involves
    applying a legal principle — probative evidence — to the evidentiary
    facts found by the ALJ. Id.
    ¶ 46   We reject Romero’s argument that there was no probative
    evidence offered against him, and thus the adverse inference should
    not apply. This argument is clearly belied by the record. DHS
    offered numerous kinds of evidence in support of the sexual abuse
    allegations made by K.P. and A.R., which included, but were not
    limited to, the children’s own statements, testimony by the
    children’s therapist, A.R.’s drawings and letters, and evidence from
    the medical professionals who examined K.P. (including their
    inquiries to mother about whether K.P. had been sexually assaulted
    and the numerous tests for sexually transmitted diseases). This
    evidence tended to show abuse occurred and was, therefore,
    probative. The fact that Romero disputes the weight and sufficiency
    of the evidence does not negate the fact that probative evidence of
    sexual abuse was proffered at the hearing. See People in Interest of
    A.J.L., 
    243 P.3d 244
    , 250 (Colo. 2010) (Weighing the evidence
    28
    presented and whether evidence is sufficient and probative are
    separate analyses: “while a trial court may properly attach more
    weight to . . . evidence, whether it should do so is necessarily
    determined by . . . its analysis of the sufficiency and probative value
    of the evidence presented at trial.”) (citation omitted); Black’s Law
    Dictionary 677 (10th ed. 2014) (defining “probative evidence”).
    ¶ 47   Moreover, the determination of whether to apply the adverse
    inference directly implicated Romero’s constitutional rights.
    Whether a decision determines a party’s rights or liabilities is
    another indication that the decision is an ultimate conclusion of
    fact. E.g., McCroskey, 880 P.2d at 1193. The Department
    methodically discussed the evidentiary facts found by the ALJ that
    supported confirming the allegations. This supporting and
    corroborative evidence ensured that Romero’s invocation of his Fifth
    Amendment rights did not automatically subject him to the
    penalties of the confirmations of abuse and subsequent listing in
    the Trails system. See Lefkowitz, 
    431 U.S. at 807
    . This type of
    balancing act between applying a legal principle and protecting a
    party’s constitutional rights further indicates that the adverse
    29
    inference here can determine a party’s scope of rights and is,
    therefore, an ultimate conclusion of fact.
    2.     The District Court Erred in Overturning the Department’s
    Final Decision and Remanding to the ALJ
    ¶ 48        Next, we consider the Department’s argument that the district
    court erred by effectively precluding it from making its own
    determination regarding the application of the adverse inference by
    holding that the ALJ was best suited to make such a determination.
    We conclude that the district court erred because its decision did
    not properly apply the pertinent statutory standard of review.
    ¶ 49        The district court could only overturn the Department’s
    ultimate conclusion of fact regarding the application of the adverse
    inference if it was an abuse of discretion, arbitrary or capricious, or
    contrary to law. § 24-4-106(7); Gessler, ¶ 9. Here, the district
    court found that the Department’s final order was arbitrary and
    capricious because the Department did not offer a “non-generic
    explanation” as to why it was imposing the adverse inference and
    because the Department reversed the ALJ “almost entirely on
    Romero’s invocation of the Fifth Amendment.” The court further
    concluded that the ALJ was “best suited to consider the [adverse
    30
    inference] issue and determine its applicability.” As a result, the
    district court instructed the Department to remand the case to the
    ALJ to “determine whether, given the potential adverse inference,
    [DHS] has shown by a preponderance of the evidence that Romero
    is a person responsible for the alleged abuse.” In our view, the
    court’s analysis misapplied the APA and the applicable law on the
    Fifth Amendment adverse inference.
    ¶ 50   As we have concluded above, whether to apply the adverse
    inference is an ultimate conclusion of fact. Thus, as a matter of
    law, the Department was required to determine whether to apply the
    adverse inference and could substitute its judgment on that issue
    for that of the ALJ. Nixon, ¶ 25. Thus, the ALJ was not in the best
    position to make the adverse inference determination because the
    Department could substitute its own judgment for the ALJ’s on
    ultimate conclusions of fact. § 24-4-105(15)(b); Lawley, 36 P.3d at
    1245.
    ¶ 51   Based on our review of the Department’s final decision, we
    conclude that it was not arbitrary and capricious, contrary to
    constitutional rights, or otherwise contrary to law. § 24-4-106(7).
    The Department’s final decision was not arbitrary and capricious
    31
    because it was supported by the record; it took into consideration
    Romero’s constitutional rights; and it was not contrary to the law
    on the Fifth Amendment adverse inference.
    ¶ 52   We are not persuaded by the district court’s reasoning to the
    contrary. The district court deemed the Department’s application of
    the adverse inference arbitrary and capricious because it did not
    provide a “non-generic explanation” for why it was applying the
    inference. We have found no authority that supports the district
    court’s imposition of such a duty on the Department. None of the
    jurisprudence on the adverse inference requires an explanation as
    to why the fact finder chose to consider it. More importantly, as
    discussed below, the Department’s thorough discussion of the
    record itself shows why the Department decided to apply the
    adverse inference in this case.
    ¶ 53   The district court expressed a concern that the Department
    confirmed the allegations of abuse “almost entirely” based on
    Romero’s invocation of his Fifth Amendment rights and therefore
    made a “hollow mockery”9 of Romero’s constitutional rights. We
    9The phrase “a hollow mockery” appears in Garrity v. New Jersey,
    
    385 U.S. 493
    , 499-500 (1967), and refers to the fact that one’s
    32
    take this to mean that the district court was concerned that, as in
    Lefkowitz, Romero’s invocation of his constitutional rights led to the
    automatic imposition of a penalty. This concern is not borne out by
    the Department’s final decision.
    ¶ 54   In the first part of the Department’s analysis, it concluded that
    it could apply the adverse inference to the incriminating questions
    Romero was asked in his deposition. The Department specifically
    referenced the questions where Romero was asked if he touched
    K.P.’s and A.R.’s private areas for his own sexual gratification in
    order to nullify the concern in the ALJ’s initial decision regarding
    proof of the requisite purpose of sexual assault as defined in section
    18-3-405. Importantly, the Department did not stop its analysis
    there, but proceeded to detail “other corroborating evidence to
    support a reasonable basis in the law pertaining to [Romero’s]
    sexual abuse of K.P.,” and it did the same regarding A.R.
    ¶ 55   The Department’s analysis of other corroborating evidence for
    each confirmation was thorough and detailed. The Department
    enumerated the findings of historical fact made by the ALJ that
    exercise of Fifth Amendment rights cannot be taken as an
    admission of guilt or a conclusive presumption of perjury.
    33
    supported the ultimate conclusion that the abuse allegations
    against Romero should be confirmed. These findings included
    specific instances in which the Department disagreed with the ALJ’s
    interpretation of the facts (not the facts themselves, but whether
    they supported the confirmations against Romero as found by
    DHS). Thus, the record shows that the Department did not reverse
    the ALJ solely based on Romero’s invocation of the Fifth
    Amendment. Indeed, the Department’s conclusion regarding the
    confirmations of sexual abuse explicitly shows that the adverse
    inference was applied in context with all the other findings of
    historical fact found by the ALJ:
    [T]he admitted exhibits as well as the
    undisputed testimony of the witnesses compel
    an ultimate conclusion, by a preponderance of
    the evidence, that the abuse took place and
    that [Romero’s] refusal to testify resulted in
    nearly all of the substantive testimony being
    undisputed. Additionally, the [Department]
    considers the questions asked of [Romero]
    during the deposition regarding sexually
    touching A.R. in the swimming pool . . . as well
    as [Romero’s] invocation of the Fifth and the
    negative inference that [Romero’s] answers
    would be unfavorable and damaging to
    [Romero].
    (Emphasis added.)
    34
    ¶ 56   Moreover, the Department’s detailed findings and conclusions
    also show that the penalty here ― the confirmations of abuse and
    their listing in Trails ― was not imposed automatically simply
    because Romero exercised his constitutional rights.
    ¶ 57   In sum, we conclude that the Department’s application of the
    adverse inference was not an abuse of discretion, arbitrary or
    capricious, or contrary to law or Romero’s constitutional rights.
    Thus, we further conclude that the district court erred by effectively
    precluding the Department from making its own ultimate
    conclusion regarding the adverse inference.
    IV.   Romero’s Sufficiency of the Evidence Argument
    ¶ 58   In his answer brief, Romero argues that the district court’s
    judgment should be upheld because the “facts” relied on by DHS to
    support findings of sexual abuse are nothing more than supposition
    and speculation and that none of the “facts” support such ultimate
    findings. We disagree.
    ¶ 59   Whether the administrative record contains substantial
    evidence to support an agency’s final decision is a question of law
    we review de novo. Rags Over the Ark. River, Inc. v. Colo. Parks &
    Wildlife Bd., 2015 COA 11M, ¶ 55.
    35
    ¶ 60   We defer to an agency’s decision involving factual and
    evidentiary matters within an agency’s specialized or technical
    expertise. 
    Id.
     Here, the Department has specialized expertise in
    investigating and confirming allegations of child abuse and neglect
    and is charged with training department of human services offices
    in how to investigate such allegations and when and how to confirm
    and report them to the Department. § 19-3-313.5(2)(a), (b).
    ¶ 61   The APA provides that the Department was required to accept
    the ALJ’s findings of evidentiary facts, but it was also equally
    required to make its own ultimate conclusions as to whether the
    evidentiary facts supported the confirmations that Romero abused
    and neglected K.P. and A.R. § 24-4-105(15)(b); Lawley, 36 P.3d at
    1245.
    ¶ 62   Here, the Department thoroughly reviewed the facts found by
    the ALJ, explained instances where it disagreed with the ALJ’s view
    as to the weight of the evidence, and, where appropriate, supported
    its conclusions with pertinent Colorado case law.
    ¶ 63   Based on its review of the record, the Department concluded
    that the exhibits and uncontradicted testimony showed by a
    preponderance of the evidence that the abuse as to both children
    36
    took place. It further concluded that Romero’s refusal to testify
    “resulted in nearly all of the substantive testimony being
    undisputed.” We perceive no abuse of discretion in these
    conclusions and, moreover, we defer to an agency’s specialized or
    technical expertise. Rags Over the Ark. River, Inc., ¶ 55.
    ¶ 64   The Department outlined its disagreement with the ALJ’s
    conclusions in the following areas. First, as to K.P.’s disclosures
    and play therapy, the Department relied on its expertise to disagree
    with the ALJ’s conclusions that K.P.’s disclosures were confusing
    and that her placement of anatomically correct dolls in sexual
    positions was inconclusive. The Department reasoned that
    the Colorado Supreme court has referred to
    the extensive case authority holding that such
    statements of very young children relating [to]
    incidents of sexual abuse tend to be reliable.
    In [a supreme court case], the child was three
    years old at the time she made disclosures
    regarding sexual abuse. In the present case,
    K.P. was three years old when she made
    disclosures of sexual abuse. Therefore the
    [Department] takes into account that K.P. was
    a very young child at the time of her forensic
    interview in August 2014 and that the
    statements of very young children tend to be
    reliable (despite some inconsistencies).
    Additionally, regarding play therapy, Ms. Potts
    . . . testified that ‘[c]hildren, especially K.P.’s
    age, are not able to adequately express
    37
    themselves verbally. They express themselves
    through play.’ This may well explain some of
    K.P.’s accounts or difficulty expressing herself
    during her forensic interview.
    ¶ 65   Second, the Department found it significant that the medical
    personnel attending K.P. immediately asked about sexual abuse
    and ran tests for sexually transmitted diseases. The conclusion the
    Department drew from this evidence was that medical personnel
    believed K.P.’s rash and swelling were caused by sexual acts,
    contrary to the ALJ’s focus that the medical personnel did not
    conclusively determine the cause for the rash and swelling.
    ¶ 66   Third, the Department found A.R.’s drawings and writings
    significant as to his claims of abuse, specifically noting the stage in
    therapy when A.R. completed those exhibits. In contrast to the
    ALJ, the Department concluded that the context the children’s
    therapist provided was valuable because the evidence showed that
    the drawings and letters were completed when A.R. was asked
    about trauma in his life and “expressing that trauma.”
    ¶ 67   Fourth, as to Romero’s only witness, Dr. Spiegle, the
    Department found that his testimony was inconclusive and was
    presented at the ALJ hearing only as a “strong hypothesis.”
    38
    Moreover, Dr. Spiegle conceded that sexual abuse could contribute
    to the onset of encopresis. In contrast, the ALJ focused on Dr.
    Spiegle’s hypothesis that A.R.’s encopresis was caused by
    abandonment issues resulting from mother’s behavior.
    ¶ 68   Lastly, in drawing the adverse inference from Romero’s
    invocation of his Fifth Amendment rights, the Department
    specifically drew attention to the deposition questions regarding
    whether Romero touched his grandchildren for sexual gratification,
    and it concluded that “[w]ith the negative inference drawn, there is
    a reasonable basis in the law to establish that [Romero] sexually
    touched A.R. and K.P. with the requisite purpose of sexual
    gratification.”
    ¶ 69   As discussed, the Department was authorized and required to
    make its own ultimate conclusion regarding whether the evidence
    supported confirmations of abuse by a preponderance of the
    evidence. The record shows the Department did so and explained
    where it departed from the ALJ’s conclusions. The fact that Romero
    disagrees as to the weight of the evidence propounded by DHS does
    not render the evidence speculative or insufficient. We cannot
    conclude that the Department’s view of the evidence, especially
    39
    given its technical expertise, was speculative or contrary to the
    weight of the evidence presented to the ALJ.
    V.   Conclusion
    ¶ 70   The district court’s judgment overturning the Department’s
    final decision is reversed.
    JUDGE NIETO concurs.
    JUDGE DAVIDSON dissents.
    40
    JUDGE DAVIDSON, dissenting.
    ¶ 71   I recognize the general rule that the adverse inference of guilt
    may be drawn in civil cases, including administrative proceedings.
    I respectfully dissent because I disagree with its applicability here.
    ¶ 72   First, I question whether the adverse inference of guilt should
    be permitted in an administrative enforcement proceeding in which,
    as here, the administrative penalties are serious, the investigation
    is done in conjunction with law enforcement, nearly identical
    charges are pursued by both the agency and law enforcement, and
    exactly the same facts will form the basis of both the criminal
    prosecution and the agency proceedings, except that the latter
    demands a lower burden of proof.
    ¶ 73   Ineluctably, these circumstances create for an accused like
    Romero “a catch-22 between invoking a constitutional right that
    could result in an adverse inference and waiving a constitutional
    right and assisting a criminal case against [himself].” Tom
    Hanusik, Averse to Adverse Inferences? Rethinking the Scope of the
    Fifth Amendment Protections in SEC Proceedings, 
    41 Sec. Reg. & L. Rep. (BNA) 574
     (Mar. 30, 2009), reprinted at
    https://perma.cc/UTR8-58KC, at 4-5 (The article suggests that
    41
    drawing the adverse inference in SEC enforcement proceedings is a
    deterrent to the exercise of a valid constitutional right; “[t]he time
    has come to rethink whether such a deterrent by a government
    agency that has concurrent jurisdiction with federal criminal
    prosecutors is either wise or constitutional.”); see John M. Priester,
    The Impact of Adverse Inferences in Administrative Hearings, 22 J.
    Nat’l Ass’n Admin. L. Judges 139, 142 (2002) (noting when the
    penalty for invoking the privilege is of high consequence, it
    “effectively destroy[s] the privilege,” and urging caution in drawing
    an adverse inference of guilt in administrative agency proceedings);
    see also Baxter v. Palmigiano, 
    425 U.S. 308
    , 335 (1976) (Brennan,
    J., concurring in part and dissenting in part) (“In a civil suit
    involving only private parties, no party brings to the battle the
    awesome powers of the government, and therefore to permit an
    adverse inference to be drawn from exercise of the privilege does not
    implicate the policy considerations underlying the privilege. But
    where the government ‘deliberately seeks’ the answers to
    incriminatory questions, allowing it to benefit from the exercise of
    the privilege aids, indeed encourages, governmental circumvention
    of our adversary system.”).
    42
    ¶ 74   Second, I question whether the Department properly exercised
    its discretion to apply the adverse inference here. As the district
    court noted, without the inference, the case against Romero was an
    evidentiary draw. For the Department to use Romero’s invocation of
    his constitutional privilege to refuse to answer incriminating
    questions to tip the scales under the circumstances here was, in my
    view, arbitrary and capricious.
    ¶ 75   Indeed, by applying the adverse inference post-hearing and for
    the first time on review, the Department not only penalized
    Romero’s exercise of his constitutional right, it effectively shifted the
    burden of proof from the Department to Romero. This is
    particularly so because implicit in its unchallenged evidentiary
    findings, in determining that sexual abuse against either child had
    not been proved by a preponderance of the evidence, the ALJ gave
    little or no credit to the accusatory testimony from mother or
    grandmother, found no medical evidence of sexual abuse, saw no
    evidence corroborative of abuse in either child’s forensic interview,
    viewed A.R.’s drawings as inconclusive, and viewed K.P.’s doll play
    as irrelevant to the allegations here. Cf. Hanusik, at 4 (“Given the
    extensive nature of the sanctions it can impose, the SEC ought to
    43
    be able to prove violations . . . without an inference that the
    accused must have committed a certain act if [he] refuse[s] to
    provide testimony about it.”).
    ¶ 76    Third, because I view the adverse inference as more a measure
    to determine how much weight to give certain evidence than an
    “ultimate fact,” even if it were otherwise appropriate to consider it
    under the circumstances here, I agree with the district court that
    “the ALJ was best suited to consider the issue and determine its
    applicability.” See, e.g., Colo. Dep’t of Human Servs. v. Maggard,
    
    248 P.3d 708
    , 712 (Colo. 2011) (An agency “must defer to the ALJ’s
    assessment of the credibility of the testimony and the weight to be
    given to the evidence.”); Ricci v. Davis, 
    627 P.2d 1111
    , 1118 (Colo.
    1981) (“Evidentiary facts are found by a hearing panel after it has
    taken and weighed evidence, as to both accuracy and
    credibility . . . .”).
    ¶ 77    Accordingly, if an adverse inference of guilt were to be
    considered here at all, I would agree with the district court that the
    final decision of the Department should be reversed and the case
    remanded to the ALJ to determine the weight, if any, the adverse
    inference should be given, and in light of that, to determine whether
    44
    the Department has shown by a preponderance of the evidence that
    Romero was responsible for the alleged sexual abuse.
    45