OPINION

HAWKINS, Senior Circuit Judge:

In a case of first impression, we examine whether a district court may, over defense objection and after the administration of an unsuccessful Allen charge, inquire into the reasons for a trial jury's deadlock and then permit supplemental argument focused on those issues, where the issues in dispute are factual rather than legal. We conclude that allowing such a procedure in a criminal trial is an abuse of the discretion accorded district courts in the management of jury deliberations.

I. Facts Trial Proceedings

Defendant Calvin Bryan Evanston ("Evanston") was charged with assault resulting in serious bodily injury under 18 U.S.C. §§ 1153 and 113(a)(6) occurring within the Colorado River Indian Tribes reservation in western Arizona. There is no dispute that an assault occurred and that the victim, Evanston's live-in girlfriend, suffered serious bodily injury. When interviewed, Evanston first claimed he returned home after being away for most of the day, only to find his girlfriend lying on the bed covered in blood. He later changed his story, telling investigators that he came home to see a man leaving the house and his girlfriend partially undressed. Believing she was cheating on him, he slapped her, the unexpected force of the blow spinning her to the ground. On the way down, according to Evanston, her face struck the night stand.

During a two and one-half day trial, the victim identified Evanston as her assailant and disputed his version of events. There was, she testified, no other man in the house before or during the incident, and her injuries were not the result of a single slap, but rather of Evanston's grabbing her throat, restricting her airways, and hitting her. She remembered Evanston striking her, though she could not remember how many times. She remembered feeling a sharp pain in her face, but could not remember anything that happened between suffering the blow and waking up in the hospital.

After five hours of deliberation over two days, the jury advised that it could not reach a verdict. The district court then gave Ninth Circuit Model Jury Instruction 7.7 — commonly referred to as an Allen charge, deadlock instruction, or "dynamite charge" — and asked the jury to continue to deliberate.

After almost three hours of additional deliberation, the jury again advised that it was deadlocked. At this point, the district court met with counsel outside the presence of the jury and stated: "I'm informed that other judges in this courthouse, when defendants desire it, are perfectly happy to bring in the members of the jury, ascertain the issue on which they are deadlocked, and allow ten more minutes to each side to argue that point and send the jurors back to redeliberate." While the government welcomed the opportunity to "get to the heart of whatever their . . . disagreement is," Evanston's counsel objected to the proposed process, noting that evidence was closed and that the defense had no desire to reargue or to allow the government to do so.

Noting a reluctance to do so over the defense objection, the district court called the jury back and asked if "the procedure of, without adding additional evidence, identifying particular points and rearguing those points might assist them in resolving the impasse." The jury agreed and identified two issues: witness credibility and how the victim's injuries were caused. The district court did not permit further elaboration on either point, allow the jury to identify which witness's credibility it questioned, or ask any questions as to the number or nature of the split, but excused the jury to allow counsel to proffer additional arguments in favor or against using the reargument procedure. The defense repeated its earlier objections, arguing that the evidence adduced by the government simply had not met its burden of providing the jury with the answers to its questions.

Despite these renewed objections — and reasoning that the procedure would avoid manifest necessity to declare a mistrial — the district court decided it would allow both sides an opportunity to address the jury on the identified issues. The government presented its supplemental closing argument first, and the defense followed. After two more hours of deliberation, the jury returned a unanimous guilty verdict.

Evanston appeals that verdict, arguing that the district court's actions in questioning the jurors as to the subject of their deadlock and allowing supplemental argument on those factual issues invaded the jury's role as the sole fact-finder.

II. Standard of Review

As an issue of first impression in this circuit, there is no authority identifying a specific standard for reviewing the decision to allow supplemental argument. Because matters of trial management are typically reviewed for abuse of discretion, United States v. Goode, 814 F.2d 1353, 1354 (9th Cir. 1987), including where trial management decisions relate to jury dead-lock, see United States v. Berger, 473 F.3d 1080, 1089 (9th Cir. 2007), and the only other circuit to address the issue has employed a similar standard, United States v. Ayeni 374 F.3d 1313, 1314-15 (D.C. Cir. 2004), we apply the abuse of discretion standard of review here. Under that standard, "the district judge's discretion should be preserved unless its exercise could deprive the defendant of a constitutional right or otherwise prejudice defendant's case." Goode, 814 F.2d at 1355. However, "[w]hether a judge has improperly coerced a jury's verdict is a mixed question of law and fact we review de novo." Berger, 473 F.3d at 1089 (citing Jiminez v. Myers, 40 F.3d 976, 979 (9th Cir. 1994)).

III. Discussion

A. Discretion, Coercion, and the Traditional Roles of the Judge and Jury

District courts are accorded substantial discretion in the control of jury deliberations. See, e.g., Bollenbach v. United States, 326 U.S. 607, 612-13, 66 S.Ct. 402, 90 L.Ed. 350 (1946). Nevertheless, because the right to a trial by jury as fact-finder in serious criminal cases is "fundamental to the American scheme of justice," Sullivan v. Louisiana, 508 U.S. 275, 277, 113 S.Ct. 2078, 124 L.Ed.2d 182 (1993) (citation and internal quotation marks omitted), it is a "cardinal principle that the deliberations of the jury shall remain private and secret" in order to protect the jury from improper outside influence, United States v. Olano, 507 U.S. 725, 737, 113 S.Ct. 1770, 123 L.Ed.2d 508 (1993) (citation and internal quotation marks omitted). See generally Diane E. Courselle, Struggling with Deliberative Secrecy, Jury Independence, and Jury Reform, 57 S.C. L. Rev. 203 (Autumn 2005). The judge's traditional role in a jury trial is thus limited to arbiter of the law and manager of the trial process, Querela v. United States, 289 U.S. 466, 469, 53 S.Ct. 698, 77 L.Ed. 1321 (1933); the jury remains the primary finder of fact and essential check on arbitrary government, see United States v. Martin Linen Supply Co., 430 U.S. 564, 572, 97 S.Ct. 1349, 51 L.Ed.2d 642 (1977); see also U.S. Const. amend. VI; Duncan v. Louisiana, 391 U.S. 145, 151-54, 88 S.Ct. 1444, 20 L.Ed.2d 491 (1968) (discussing historical development of jury trial as fundamental right in America). For these reasons, "[t]he trial judge is . . . barred from attempting to override or interfere with the jurors' independent judgment in a manner contrary to the interests of the accused," Martin Linen Supply Co., 430 U.S. at 573, 97 S.Ct. 1349, and "it is the law's objective to guard jealously the sanctity of the jury's right to operate as freely as possible from outside unauthorized intrusions purposefully made," Remmer v. United States, 350 U.S. 377, 382, 76 S.Ct. 425, 100 L.Ed. 435 (1956).

Accordingly, and because "[t]he influence of the trial judge on the jury is necessarily and properly of great weight and his lightest word or intimation is received[by the jury] with deference, and may prove controlling[]" Quercia, 289 U.S. at 470, 53 S.Ct. 698 (internal quotation marks omitted), the court's exercise of discretion in managing deliberations is not without limits. For example, when responding to jury questions or requests during deliberations, every effort must be undertaken to avoid influencing or coercing a jury to reach one verdict over another. See, e.g., Nickell, 883 F.2d at 829 ("In deciding whether to allow the jury to review testimony during deliberations, the court should avoid giving undue emphasis to particular testimony." (citing United States v. Binder, 769 F.2d 595, 600 (9th Cir. 1985))); United States v. Walker, 575 F.2d 209, 214 (9th Cir. 1978) ("Because the jury may not enlist the court as its partner in the fact-finding process, the trial judge must proceed circumspectly in responding to inquiries from the jury."). Cf. Starr v. United States, 153 U.S. 614, 626, 14 S.Ct. 919, 38 L.Ed. 841 (1894) (advising that the trial judge must take great care to avoid commenting upon evidence in one-sided manner).

Extraordinary caution must be exercised when acting to break jury dead-lock. This is particularly true with respect to the court's actions in giving an Allen charge, which we have recognized as already "stand[ing] at the brink of impermissible coercion." United States v. Seawell, 550 F.2d 1159, 1163 (9th Cir. 1977). Even slight deviations from the language and procedure approved by this court can result in reversible error based upon likelihood of coercion. Mason, 658 F.2d at 1267-68. The charge's coercive tendencies are so high that we have recommended that if a court determines it will be necessary in the course of the deliberations, the court should include the charge in its initial instructions rather than waiting to administer it until after the jury has retired. Id. at 1266. Indeed, the Supreme Court has held, based on its supervisory powers over the federal courts, that federal judges may not convey to a deadlocked jury the mandate that a verdict must be reached at all, as such a statement might impermissibly coerce a dissenting juror into surrendering a conscientiously held belief about the facts. See Jenkins, 380 U.S. at 446, 85 S.Ct. 1059.

In keeping with these principles, we have held that it is per se error to give a second Allen charge where the jury has not requested one, because it conveys a message that "the jurors have acted contrary to the earlier instruction as that instruction was properly to be understood. (`Apparently you didn't listen to what I said before, so I'll repeat it.')," and that message serves no purpose other than impermissible coercion. Seawell, 550 F.2d at 1163.

Viewing the district court's procedure against these core principles, we now turn to the particular factors contributing to our decision.

B. Factual vs. Legal Argument

In Ayeni, the only reported circuit decision on the practice of allowing supplemental argument, the defendant was charged with conspiracy to defraud through the taking of vouchers meant to compensate trial witnesses. 374 F.3d at 1313-14. Ayeni's first trial ended in a hung jury mistrial. After a few hours of deliberation in his second trial, the jury announced it was "hopelessly deadlocked." Id. at 1314. After refusing to enter a mistrial, the district court invited the jury to identify its areas of disagreement. The jury responded, naming three areas of concern. The district court answered the first by informing the jury that there was no lesser included offense to the one charged. With respect to other areas identified by the jury — why a handwriting expert was not called and whether both sides agreed Ayeni's signatures on the vouchers were authentic — counsel were given ten minutes of supplemental argument to the jury. As here, after a few additional hours of deliberation, the jury returned a guilty verdict on all counts. Id. at 1315.

After determining that the jury's concerns could have been addressed with short, neutral answers, the D.C. Circuit held:

[g]iven these other options, it was an abuse of discretion for the district court to adopt an approach that, in effect, allowed the lawyers to hear the jury's concerns and then, as if they were sitting in the jury room themselves, fashion responses targeted precisely to those concerns.

Id. at 1316.

Ayeni did not go so far as to hold that supplemental argument should never be allowed because such a practice always invades the jury's fact-finding prerogative. However, noting that this jury trial innovation was "almost unheard of in the judiciary, the D.C. Circuit strongly discouraged its use where the reason for the jury's inability to agree is based on a factual matter, rather than confusion about a legal standard. Id. at 1317 (noting the parties had cited only a single case in which supplemental arguments were used).

In a concurring opinion, Judge Tatel expressed a stronger view of the impropriety of using such a procedure, arguing that supplemental argument should never be used in response to a jury's factual question because the practice allows lawyers the opportunity to, in effect, participate in the jury's deliberations. Id. at 1318-19.

Here, the government argues that the district court had broad discretion to allow supplemental arguments, consistent with the Supreme Court's statement in Bollenbach that "[w]hen a jury makes explicit its difficulties a trial judge should clear them away with concrete accuracy." 326 U.S. at 612-13, 66 S.Ct. 402. While it is certainly true that the district court should assist the jury in clarifying matters within the judge's province, that responsibility is limited to answering legal, not factual questions. See Arizona v. Johnson, 351 F.3d 988, 994 (9th Cir. 2003) ("[W]hile a trial court `must respond to questions concerning important legal issues,' it `must be careful not to invade the jury's province as fact-finder[.]'" (quoting United States v. Nunez, 889 F.2d 1564, 1569 (6th Cir. 1989))); see also Querela 289 U.S. at 469-72, 53 S.Ct. 698 (concluding that, where trial court made a "definite and concrete assertion of fact . . . likely to remain lodged in the memory of the jury," assessing evidence in a manner resembling fact-finding, it overstepped the bounds of its duty as "governor of the trial for the purpose of assuring its proper conduct and of determining questions of law"). Cf. Williams, 646 F.3d at 643 ("The jury is the only actor permitted to determine guilt — not the judge.").

Indeed, the sentence immediately preceding the passage cited by the government for its broad proposition makes clear that the court there contemplated a trial court's response to the jury's confusion about the relevant legal standards: "Discharge of the jury's responsibility for drawing appropriate conclusions from the testimony depended on discharge of the judge's responsibility to give the jury the required guidance by a lucid statement of the relevant legal criteria." Bollenbach, 326 U.S. at 612, 66 S.Ct. 402 (emphasis added); see also id. (noting that government there contended it was "the judge's special business to guide the jury by appropriate legal criteria through the maze of facts before it"); United States v. Southwell, 432 F.3d 1050, 1053 (9th Cir. 2005) (" `the district court has the responsibility to eliminate confusion when a jury asks for clarification of a particular issue'" specifically because a trial court cannot anticipate, when providing initial jury instructions, every possible question a jury may have during deliberations (quoting United States v. Hayes, 794 F.2d 1348, 1352 (9th Cir. 1986))).

We have previously cautioned that [b]ecause the jury may not enlist the court as its partner in the fact-finding process, the trial judge must proceed circumspectly in responding to inquiries from the jury. The court may properly attempt to avoid intrusion on the jury's deliberations by framing responses in terms of supplemental instructions rather than following precisely the form of question asked by the jury.

Walker, 575 F.2d at 214. In view of Bollenbach and the traditional roles of the judge and jury, Walker's admonition is properly interpreted to mean that, while the court must aid the jury in clearing away doubts about legal standards, it is not to employ procedures in the exercise of its discretion that will place it in the position of being a "partner in the fact-finding process." Id.

We think this caution applies with equal force to the placement of attorneys in such a role. Allowing the attorneys to argue further on factual matters after the jury retired to deliberate, over defense objection, was akin to allowing a witness to provide an opinion as to how to weigh evidence presented, which is categorically proscribed. Cf. United States v. Stephens, 73 F.2d 695, 703 (9th Cir. 1934) ("A hypothetical question which calls upon a witness to determine the credibility of other witnesses or to pass upon conflicts in the testimony invades the province of the jury, whose duty it is to determine where the truth lay in cases of conflicts in the evidence." (citing Dexter v. Hall, 82 U.S. (15 Wall.) 9, 21 L.Ed. 73 (1873))).

The supplemental arguments here intruded upon the jury's fact-finding role in two ways and through two conduits: (1) the judge's questioning as to the reasons for the deadlock required that the jury divulge the state of its unfinished deliberations, thereby violating the jury's deliberative secrecy, Ayeni 374 F.3d at 1320-1324; Courselle, supra, at 237-38; and (2) the parties' supplemental arguments, coupled with the judge's insistence on continuing after a second deadlock, injected the court and the attorneys into the jury's deliberative process, thereby raising the specter of jury coercion. Cf. Courselle, supra, at 225 ("Coercive comments do not infringe upon deliberative secrecy because they do not require revelation of the jurors' thought processes, but [they] diminish the jury's independence. . . . In other words, coercive comments may not let the jury's thoughts out of the deliberation room, but they let the judge's influence in."). The district court ordered, and the parties presented, additional arguments regarding matters of fact. Because the parties were alerted to the factual issues dividing the jury, they could tailor their arguments accordingly. As Judge Tatel observed in Ayeni, supplemental arguments addressing factual issues "thus permitted] the lawyers to effectively participate in the jury's deliberations, almost as if they were in the jury room itself." 374 F.3d at 1320. Additionally, given the judge's decision to order such arguments after the jury reported a second deadlock, the lawyers' arguments were of perhaps increased coercive value: the implication was, as with a second Allen charge, that the judge believed the jury had not accorded proper deference to his prior encouragement to reach a verdict. See Seawell, 550 F.2d at 1163.

Thus, though we do not foreclose the possibility that supplemental argument treating factual matters could ever be used, its employment here resulted in an impermissible intrusion into the jury's role as the sole fact-finder.

C. Absence of Formal Adoption

Judge Tatel's Ayeni concurrence also noted that it would be particularly inappropriate to allow the practice of supplemental argument as an ad hoc rule of practice, arguing that any such jury trial innovation should first be subject to a formal rulemaking or legislative procedure — such as an amendment to the rules of criminal procedure — which "would permit the kind of rigorous and thorough examination of the benefits and drawbacks of supplemental arguments that so novel and untested a change in longstanding jury procedures requires." 374 F.3d at 1325; see also id. (citing Pan Am. World Airways v. U.S. Dist. Court, 523 F.2d 1073, 1078 (9th Cir. 1975)).

While we do not rest our holding squarely on this point, we agree that absence of formal adoption throws a further shadow upon the practice. In this circuit, the first step of allowing supplemental argument on factual matters — asking a jury to identify its concerns — is not only not authorized by current rule, it seems to run contrary to Ninth Circuit Model Jury Instruction 7.6, in which the district judge tells the jury: "Remember that you are not to tell anyone — including me — how the jury stands, numerically or otherwise, on any question submitted to you, including the question of the guilt of the defendant, until after you have reached a unanimous verdict or have been discharged."

Further, the Ninth Circuit's Jury Trial Improvement Committee has considered and adopted several jury trial innovations focused on streamlining jury service and improving the efficiency of jury trials within the circuit. See Ninth Circuit Jury Trial Improvement Committee, First Report on Goals and Recommendations (2004); Ninth Circuit Jury Trial Improvement Committee, Second Report: Recommendations and Suggested Best Practices (2006). Among other recommendations, the committee suggested several best practices for improving juror comprehension during the trial process, including: (1) permitting juror note-taking during trial; (2) permitting written questions from jurors during civil trials; (3) providing all jurors with both preliminary and final jury instructions in written form; (4) randomly selecting alternate jurors after closing arguments and instructions; (5) encouraging attorneys to use technology for the presentation of trial exhibits; and (6) permitting juror discussion of evidence as civil trials progress. Ninth Circuit Jury Trial Improvement Committee, Second Report at 10-13.

The committee even recommended that interim statements be made during the course of civil trials to help jurors better comprehend and remember facts. Id. at 13-14. Notably absent from the committee's reports and recommendations, however, is the procedure of allowing supplemental argument addressing factual issues, either alone or in conjunction with a dead-lock instruction. Such procedure simply has not been vetted through any formal process in our circuit — or, to our knowledge, in any sister circuit.

We are aware that at least three states have adopted rules specifically allowing for additional or supplemental closing argument in criminal cases where juries indicate that they have reached an impasse in their deliberations. See Ariz. R.Crim. P. 22.4 (Arizona); Cal. R. Ct. 2.1036 (California); N.D.R. Ct. 6.9 (North Dakota). Arizona's rule — the first to explicitly allow for supplemental closing arguments of this nature — was adopted as an alternative means of addressing jury questions and impasse, see Ariz. R.Crim. P. 22.4 cmt. to 1995 Amendments; State v. Fernandez, 216 Ariz. 545, 169 P.3d 641, 647 (Ariz.Ct.App. 2007), after the state's high court banned the use of Allen charges to break jury deadlock on the basis that the evils associated with such charges far outweighed the benefits they presented in avoiding mistrials, State v. Thomas, 86 Ariz. 161, 342 P.2d 197, 200 (1959).

But each of these states has had the benefit of the formal rulemaking process to weigh the benefits and risks of allowing supplemental argument. The federal courts have not. While we recognize that the implementation of jury trial innovations may provide for increased judicial economy — a benefit our circuit in particular appreciates — we do not believe that any such radical innovation should be sanctioned without the formal vetting normally attendant to the adoption of an official rule or legislative enactment. See Pan Am. World Airways, 523 F.2d at 1078 ("[A] procedure that deviates so sharply from the traditional role of the judiciary cannot be justified as an ad hoc role of practice[.]"). Because "[t]he sacrifice of efficiency for the preservation of liberty is central . . . to the safeguards the Constitution affords criminal defendants[,] . . . the government, including the courts, may not cut corners when dealing with man's freedom." Williams, 646 F.3d at 652-53. Efficiency and economy gains simply should not come at the expense of the quality or validity of jury verdicts. Cf. Samantha P. Bateman, Comment, Blast It All: Allen Charges and the Dangers of Playing With Dynamite, 32 Haw. L. Rev. 323, 338 (2010) (noting that while "dynamite instructions may avoid hung juries and increase the quantity of verdicts, they do so at the cost of decreasing the quality of jury deliberations" and result in verdicts based upon peer pressure rather than actual juror beliefs about the facts) (citations omitted).

D. Alternatives to Supplemental Argument

Further influencing our finding that ordering supplemental argument resulted in an abuse of discretion here is the fact that — as in Ayeni — the district court had in its arsenal of permissible actions numerous less coercive alternatives, including doing nothing at all.

Here, the district court could merely have reread the original jury instructions relating to each area of concern. See Johnson, 351 F.3d at 994-95 (holding that the court acted within its discretion when it refused to answer directly the jury's question but reread original, legally correct instructions, as the court was concerned that a direct answer might mislead or improperly influence the jury); United States v. Collom, 614 F.2d 624, 631 (9th Cir. 1979) ("The judge . . . acted appropriately in merely rereading the previously given . . . instructions and inviting further questions should the confusion persist."). The court's initial jury charges included three instructions clearly detailing how jurors should assess witness credibility and the testimony of impeached witnesses. We see no reason why the jury's concerns on that issue could not have been addressed with the simple measure of repeated instruction. Indeed, the government suggested in conference that the court simply "remind the jury of . . . their duty to determine the credibility of witnesses generally," rather than allowing supplemental argument on that issue.

The original jury instructions relating to causation were less extensive; they included only a statement that, in order to find Evanston guilty, the jury must have found that he "intentionally struck or wounded [the victim,]" and, "as a result, [the victim] suffered serious bodily injury[.]" The plain language of this instruction appears clear enough that repetition could have resolved the jury's concern, but if the jury required further direction as to what constituted causation, the court could have responded by providing supplemental instruction further illuminating the relevant legal standard. Walker, 575 F.2d at 214.

If repetition or supplemental instruction did not suffice to address the jury's concerns, the court could also have offered to allow the jury to review portions of witness testimony, a procedure typically used where the jury requests review of a particular witness's statements. Cf. United States v. Sandoval, 990 F.2d 481, 486-87 (9th Cir. 1993) (readback of witness testimony was an appropriate response to jury request and within the discretion of the trial court). It might even have been appropriate to reread the parties' original closing arguments, assuming adequate measures were taken to avoid undue emphasis or coercion. See United States v. Arboleda, 20 F.3d 58, 62 (2d Cir. 1994) (abuse of discretion to read back only one side's summation, rather than both). But see United States v. Guanti 421 F.2d 792, 801 (2d Cir. 1970) (not an abuse of discretion to deny the jury's request for read-back of defense counsel's summation because summations are not evidence).

These available trial procedures have benefited from thorough vetting and approval in federal courts, greatly reducing the risk of jury coercion. Yet rather than choosing one of these alternatives or declaring a mistrial in the face of the jury's indication of a second deadlock, the trial court here struck a path through the uncharted territory of supplemental factual argument. We recently clarified that a trial judge is not required to consider or employ any alternatives to declaring a mistrial when a jury reports it is at an impasse, because "conceivable `alternatives' present a serious risk of coercing jurors[.]" Harrison v. Gillespie, 640 F.3d 888, 904-05, (9th Cir. 2011) (en banc) (as amended) (trial judge was not required, before declaring a mistrial, to poll jury as to whether it had reached a consensus on imposition of the death penalty, where the jury reported it was at an impasse in its sentencing deliberations) (citing Renico v. Lett, ___ U.S. ___, 130 S.Ct. 1855, 1864, 176 L.Ed.2d 678 (2010)). In fact, we noted in Harrison that "[s]uch judicial coercion, even if it is subtle and unintentional, creates an impermissible risk of interference with the dynamics of the jury process, and studies have shown that a judge's response to deadlocked juries can have a significant distorting effect on the course of the jury's deliberations." Id. at 903 (internal citations omitted).

Thus, it is clear that the district court was not required to avoid mistrial at all costs, particularly where the novel procedure employed ran a significant risk of undermining the defendant's due process rights to a fair trial and impartial jury. Yet when the district court brought the jury in to determine whether additional argument might aid them in reaching a verdict, it made the following statement: "Both parties have a right to make sure that the judge and others do their very best to make sure that the jury empanelled [sic] to hear a case absolutely cannot decide it . . . before they declare a mistrial or release the jury."

Because the jury had already been sent back to deliberate after receiving the dead-lock instruction, and because the district court told the jury it was required to do all it could before declaring a mistrial, it seems clear that this commentary and the supplemental closing arguments risked the same type of coercion and prejudice contemplated by Seawell. See 550 F.2d at 1163. It is very probable that, having been admonished once with the Allen charge, and then admonished that the district court had to make sure the jury "absolutely" could not reach a verdict before declaring a mistrial, the jurors in the minority might have been swayed to reach a verdict more readily, and against their honest beliefs, than if the supplemental arguments had not been given.

E. Additional Considerations

In addition to doubting that supplemental arguments on factual matters, post- Allen charge, could ever escape an undue risk of coercion, we note that a court's actions in employing multiple means of overcoming jury deadlock pose a significant risk of impermissibly shifting the government's burden of proof in violation of the defendant's due process rights. It is beyond comment that the government bears the burden of proving the defendant's guilt beyond a reasonable doubt at trial. Sullivan, 508 U.S. at 277-78, 113 S.Ct. 2078. Where the evidence has closed, the government has rested its case, and the jury has concluded that it cannot reach a verdict despite its earnest efforts, allowing supplemental arguments effectively allows the government a second bite at the guilty verdict apple. As one scholar has noted, procedures for breaking jury deadlock "not only give the government a second chance but also provide the government specific input from the jury about what doubts it needs to overcome." Courselle, supra, at 254 n. 168.

F. Prejudice

It would be inappropriate to find harmless error here, as there is no way to know whether supplemental argument produced the jury's verdict. See Ayeni, 374 F.3d at 1317. We suspect, as did the court in Ayeni, that this is the reason the government did not even proffer an argument that any error here was harmless. Id. Even were we to engage in a harmless error analysis, the fact that the jury came to a unanimous decision in a relatively short period following the supplemental arguments raises at least the possibility of coercion and resulting prejudice, which we have found dispositive. See Lowenfield v. Phelps, 484 U.S. 231, 240, 108 S.Ct. 546, 98 L.Ed.2d 568 (1988) (citing United States v. U.S. Gypsum Co., 438 U.S. 422, 462, 98 S.Ct. 2864, 57 L.Ed.2d 854 (1978)); cf. United States v. Ajiboye, 961 F.2d 892, 894 (9th Cir. 1992) (that the jury deliberated for two additional days after Allen charge was given weighed against finding coercion). But see United States v. Bonam, 772 F.2d 1449, 1451 (9th Cir. 1985) (verdict reached one and a half hours after Allen charge did not demonstrate coercion, viewing total length of deliberations and simplicity of question presented to jury).

Additionally, before proceeding with the presentation of supplemental arguments, the district court here neither reminded the jurors that they should not surrender their honestly held convictions in order to reach a unanimous verdict nor admonished them that they should give full consideration to the entirety of the evidence presented, rather than focusing unduly on the evidence referenced in the supplemental arguments. We have found uncured prejudice requiring reversal where courts failed to use these types of remedial procedures in parallel contexts. See Mason, 658 F.2d at 1267-68 (concluding that impermissible coercion resulted where "the judge, after deviating from the charge approved in Allen, made no attempt to counterbalance his excesses by further instructing the minority not to abandon their conscientiously held views merely to secure a verdict"). Absent these ameliorative instructions, the coercive force of the arguments, given after the Allen charge, can hardly be questioned. See id.

IV. Conclusion

"Any criminal defendant . . . being tried by a jury is entitled to the uncoerced verdict of that body." Lowenfield, 484 U.S. at 241, 108 S.Ct. 546. It is thus of paramount importance that "the integrity of individual conscience in the jury deliberation process must not be compromised." Mason, 658 F.2d at 1268. Because allowing supplemental argument addressing factual matters permitted counsel to look inside the jury's deliberations and focus arguments to those factual concerns the court had asked the jury to reveal, the process, in form and substance, invaded the jury's deliberations, resulting in impermissible coercion. Given that an Allen charge alone, "even in the most acceptable form, approaches the ultimate permissible limits to which a court may go in guiding a jury towards a verdict[,]" Sullivan v. United States, 414 F.2d 714, 716 (9th Cir. 1969), the district court's abuse of discretion in subsequently ordering supplemental arguments — over the objection of the defendant — was particularly egregious here, where the jury reported it remained dead-locked even after it received the dynamite charge, cf. Seawell, 550 F.2d at 1163. The compounded coercion resulting from the combined use of the deadlock instruction and supplemental arguments targeted to the jury's exact areas of dispute created a broad, impermissible opportunity for interference with the jury's role as sole fact-finder. For this reason, a new trial is necessary. VACATED and REMANDED.