Transcripts + Plea Admissions Can Sustain U.S.S.G. § 2D1.1(b)(2) “Credible Threat” Enhancement Under the Low Sentencing-Reliability Threshold

I. Introduction

In United States v. Jerry Baker (6th Cir. June 4, 2026), the Sixth Circuit affirmed a 168-month within-Guidelines sentence imposed on Jerry Baker, the leader of a large marijuana-trafficking organization operating in Cleveland, Ohio, with supply lines to Los Angeles. The appeal challenged only the sentence—not the guilty plea to nine counts—raising two principal issues:

  1. Procedural reasonableness: whether the district court erred by applying the U.S.S.G. § 2D1.1(b)(2) two-level enhancement for using violence or making a credible threat to use violence, based largely on intercepted-call transcripts and Baker’s own recounting.
  2. Substantive reasonableness: whether the district court gave insufficient weight to mitigation (marijuana legalization trends, personal history, prior state time for gun possession, and codefendant disparity).

The opinion is noteworthy less for announcing a brand-new doctrinal test than for clarifying, in an applied way, how the Sixth Circuit evaluates sentencing-record reliability and “credible threat” findings when the evidence is largely documentary (transcripts) and partly self-inculpatory (plea admissions).

II. Summary of the Opinion

The Sixth Circuit affirmed. On procedural reasonableness, it held that the district court properly applied § 2D1.1(b)(2) because Baker’s conduct and statements, especially threats directed at “Victim D” during a drug-debt collection episode, amounted to a credible threat of violence. The panel emphasized: (i) sentencing courts may consider evidence with “sufficient indicia of reliability”; (ii) Baker’s plea agreement admissions and intercepted-call transcripts—corroborated by call content placing him at the scene—met that standard; and (iii) the threat was “credible” given Baker’s words, context, and apparent means (including arriving armed with a knife).

On substantive reasonableness, the court held that the within-Guidelines sentence was presumptively reasonable and that the district court adequately considered mitigation, explained why it did not justify a variance, and did not misunderstand its discretion regarding a requested downward departure based on criminal history.

III. Analysis

A. Precedents Cited

1. Appellate framework for reviewing sentences

  • United States v. Parrish, 915 F.3d 1043 (6th Cir. 2019): supplies the foundational rule that a sentence must be both procedurally and substantively reasonable, and anchors the standards used in each inquiry.
  • United States v. Pineda-Duarte, 933 F.3d 519 (6th Cir. 2019) (quoting United States v. Moon, 513 F.3d 527 (6th Cir. 2008)): reiterates deference to district-court factual findings absent clear error—important because § 2D1.1(b)(2) disputes often reduce to what happened, what was said, and whether it was “credible.”

2. Standard of review for “credible threat” determinations under U.S.S.G. § 2D1.1(b)(2)

  • United States v. Roberson, No. 23-5588, 2024 WL 2154285 (6th Cir. May 14, 2024): the panel relies on Roberson for two propositions:
    • The Sixth Circuit has not consistently resolved the ultimate standard of review for whether conduct constitutes a “credible threat” under § 2D1.1(b)(2).
    • The enhancement may be affirmed even under the most defense-friendly framing (de novo review) when the record is strong.

    In Baker, the court follows that path: it declines to definitively choose a standard because the evidence clears the bar “even under de novo review.” This is a pragmatic move that preserves flexibility in future cases while signaling that outcomes may turn on record strength rather than fine-grained review taxonomy.

3. What evidence may be used at sentencing: the “low hurdle” reliability doctrine

  • United States v. Johnson, 732 F.3d 577 (6th Cir. 2013): central to the opinion’s evidentiary holding. Johnson articulates the rule that sentencing evidence need only have “sufficient indicia of reliability to support its probable accuracy” and characterizes this as a “relatively low hurdle”, requiring some evidentiary basis beyond mere indictment allegations.
  • United States v. Rice, 844 F. App’x 844 (6th Cir. 2021): used to confirm that the “low reliability threshold” can be satisfied by “at least some corroborative relevant details.” Baker uses Rice to reinforce that the intercepted calls did not stand alone; they were supported by plea admissions and specific call content placing Baker at Aura waiting for Victim B.
  • United States v. Sarlog, 504 F. App’x 426 (6th Cir. 2012): invoked to reject Baker’s argument that transcripts are inherently inferior to recordings or live testimony. Sarlog supports the proposition that call transcripts may be sufficient when deemed credible by the district court.

4. Substantive reasonableness, mitigation arguments, and explanation duties

  • United States v. Tristan-Madrigal, 601 F.3d 629 (6th Cir. 2010): frames substantive reasonableness as whether the sentence is “greater than necessary” under 18 U.S.C. § 3553(a).
  • United States v. Conatser, 514 F.3d 508 (6th Cir. 2008): identifies when a sentence may be deemed substantively unreasonable (failure to consider relevant factors or unreasonable weight assignments).
  • United States v. Woodard, 638 F.3d 506 (6th Cir. 2011): places the burden on the defendant to show substantive unreasonableness.
  • United States v. Gardner, 32 F.4th 504 (6th Cir. 2022): supplies the presumption of substantive reasonableness for within-Guidelines sentences.
  • Rita v. United States, 551 U.S. 338 (2007): cited for the explanation principle—enough reasoning to show consideration of the parties’ arguments and a reasoned basis.
  • United States v. Wallace, 597 F.3d 794 (6th Cir. 2010): establishes that a sentence can be unreasonable if a court fails to consider and explain rejection of nonfrivolous mitigation arguments.
  • United States v. Sweeney, 891 F.3d 232 (6th Cir. 2018): limits Wallace by clarifying that courts need not provide a “formulaic point-by-point refutation” of every mitigation argument.
  • United States v. Richardson, 437 F.3d 550 (6th Cir. 2006) (quoting United States v. Webb, 403 F.3d 373 (6th Cir. 2005)): used to show the district court did more than merely “select” a sentence; it explicitly considered multiple § 3553(a) factors.

5. Downward departures and appellate review

  • United States v. Johnson, 553 F.3d 990 (6th Cir. 2009) (quoting United States v. Santillana, 540 F.3d 428 (6th Cir. 2008)): reaffirms the general nonreviewability of a district court’s refusal to depart downward unless the court misunderstood its discretion. Baker applies this to reject review of the departure denial where the record showed the judge understood—and exercised—discretion.

B. Legal Reasoning

1. The enhancement: “credible threat to use violence” under U.S.S.G. § 2D1.1(b)(2)

Section 2D1.1(b)(2) applies if the defendant “used violence, made a credible threat to use violence, or directed the use of violence” in connection with a drug offense. The panel’s reasoning proceeds in three linked steps:

  1. Reliability of proof at sentencing: The court emphasizes the permissive evidentiary regime at sentencing (Johnson (2013)). It treats Baker’s plea admissions as particularly weighty: Baker admitted that he made “numerous threats towards Victim D,” told Victim D he would treat him like an “op[],” and agreed those facts were “true and accurate.”
  2. Corroboration beyond self-serving recounting: Even if transcripts reflect Baker’s “recounting,” the panel identifies corroborating call details (e.g., Baker asking where Victim B was, and L.H. telling him Victim B was “still in the back”), supporting the inference that Baker was at Aura waiting to collect the drug debt.
  3. Credibility of the threat in context: The court treats credibility as contextual and practical: Baker threatened severe harm (“I’m about to f*** [him] up,” “destroy,” “torture”), framed the confrontation in adversarial terms (“op”), and arrived armed with a knife—showing “means” consistent with carrying out threats. The panel also analogizes to Roberson, where access to guns and money helped show credibility of violent intent.

Notably, the court narrows the necessary ground: once it concludes that threats to Victim D suffice, it does not decide whether the alleged threat toward Victim B independently supports the enhancement. This is consistent with appellate restraint and underscores that a single credible-threat finding can sustain § 2D1.1(b)(2).

2. Use of transcripts rather than recordings or live testimony

Baker argued that written transcripts cannot convey “tone, demeanor, laughter, pauses, and slurred speech,” and thus credibility judgments would be “guesswork.” The panel rejects this on two grounds:

  • Stipulation: Baker stipulated to using the transcripts for sentencing.
  • Sixth Circuit practice: Sarlog confirms that transcript-based findings can support enhancements.

The implicit doctrinal point is that “credibility” for § 2D1.1(b)(2) is not limited to assessing a witness’s demeanor; it can be found from contextualized statements and objective corroboration, especially where the defendant has made admissions.

3. Substantive reasonableness and mitigation

The panel applies the within-Guidelines presumption (Gardner) and tests whether Baker rebutted it by showing the district court ignored important mitigation or weighed factors unreasonably (Conatser). It holds he did not, because the district court:

  • Explicitly considered mitigation (childhood instability, exposure to violence, witnessing a murder), using it to justify a sentence at the low end of the range.
  • Explained why aggravating factors outweighed mitigation for purposes of a variance (leadership role, money laundering, robbery conspiracy, firearms and drugs recovered, and substantial financial proceeds).
  • Addressed disparity arguments by noting each codefendant received a Guidelines sentence and variances (if any) tracked plea-agreement benefits.

Under Rita, Wallace, and Sweeney, the explanation need not be exhaustive or point-by-point; it must show reasoned decisionmaking. The panel concluded that threshold was met.

4. Downward departure nonreviewability

When Baker challenged the refusal to depart on the theory that Criminal History Category IV overstated his record, the panel invoked Johnson (2009) and Santillana to hold the issue largely unreviewable absent a misunderstanding of discretion. The record showed the judge understood discretion and chose not to depart after considering the “totality of the criminal history.”

C. Impact

Although “not recommended for publication,” the decision is still practically instructive in several ways:

  • Reinforcement of low-threshold sentencing proof: The case strengthens the expectation that defendants face an uphill battle attacking sentencing evidence where the record includes plea admissions and even modest corroboration (Johnson (2013); Rice).
  • Transcript-based enhancements are durable: Where parties stipulate to transcript use, and the transcripts contain admissions and contextual detail, the Sixth Circuit is unlikely to require recordings or live testimony (Sarlog).
  • “Credible threat” remains contextual and fact-intensive: The court does not impose a rigid “magic-words” requirement for threats; it focuses on situational indicators (drug debt collection, retaliatory framing, means such as a knife) and the defendant’s own described intent. This signals that future litigants should develop (or contest) the context and capacity evidence around threatening language.
  • Standard-of-review question remains open: By again declining to decide whether review is clear error or de novo (as in Roberson), the Sixth Circuit leaves doctrinal space for future panels. But it also suggests that, in strong factual records, the standard may not matter.
  • Mitigation arguments must overcome within-Guidelines presumption: Baker illustrates that broad policy arguments (e.g., marijuana legalization trends) and individualized mitigation may secure low-end sentences but may not compel variances absent clearer legal or factual hooks, especially where aggravation is substantial.

IV. Complex Concepts Simplified

Procedural vs. substantive reasonableness
Procedural reasonableness asks whether the court used the correct process (proper Guidelines calculation, reliable factfinding, adequate explanation). Substantive reasonableness asks whether the final length is defensible under § 3553(a)—i.e., not “greater than necessary.”
U.S.S.G. § 2D1.1(b)(2) “credible threat”
A sentencing increase applies when a defendant’s words or actions amount to a believable threat of violence connected to a drug offense. “Credible” does not necessarily require that violence occurred; it can be shown by context (debt collection), seriousness of language, and ability or means to carry it out (e.g., arriving with a weapon).
“Sufficient indicia of reliability” at sentencing
Sentencing is not a trial: hearsay and documentary evidence may be considered if it is probably accurate. The reliability bar is “relatively low,” especially when supported by corroboration and the defendant’s own admissions.
Within-Guidelines presumption
If the sentence falls inside the properly calculated Guidelines range, appellate courts presume it is reasonable. The defendant must show why it is nevertheless too long under § 3553(a).
Downward departure vs. variance
A departure is an adjustment authorized by the Guidelines framework; a variance is a sentence outside the Guidelines based on § 3553(a). Denials of departures are usually not appealable unless the judge misunderstood their authority.

V. Conclusion

United States v. Jerry Baker affirms a within-Guidelines drug sentence and, in doing so, underscores two operational rules of federal sentencing in the Sixth Circuit: (1) enhancements—particularly for “credible threats” under U.S.S.G. § 2D1.1(b)(2)—may rest on transcript evidence and plea admissions so long as the record clears the low “indicia of reliability” threshold; and (2) a district court’s mitigation analysis will be upheld when the judge acknowledges key arguments, explains the balance of aggravation and mitigation, and imposes a sentence within the Guidelines range. The decision thus signals that defendants contesting “credible threat” enhancements must focus on undermining context, corroboration, and capacity-to-carry-out evidence—not merely the form (transcript vs. recording) in which the statements are presented.