In these cross-appeals, we consider John Mikutowicz’s challenge to his convictions for tax offenses and the government’s challenge to the term of incarceration. We affirm the convictions but vacate the judgment and remand for resentencing.
I.
We set forth the facts in the light most favorable to the verdict. See United States v. Diaz, 300 F.3d 66, 69 (1st Cir.2002). Mikutowicz is the sole shareholder of AGM Marine Contractors (“AGM”), a sub-chapter S corporation located in Mashpee, Massachusetts.1 AGM is involved in marine construction projects, including dredging and building bridges. In addition, Mikutowicz is also the sole shareholder of Felix Management, Inc. (“Felix”), another sub-chapter S corporation, which manages Mi-kutowicz’s various real estate investments.
In 1991, Mikutowicz sought the assistance of psychologist Neil Carter for a combination of business and personal problems. After Mikutowicz described his financial difficulties, Carter suggested that he contact an individual in Colorado named Paul Harris who could help him establish an “asset protection program.”
Mikutowicz followed Carter’s advice and contacted Harris. Harris was one of the operators of Tower Executive Resources (“Tower”), a company that, inter alia, assisted its members in shielding income from taxation. After meeting with Miku-towicz, Harris proposed moving some of AGM’s and Felix’s profits to offshore bank *69accounts in order to defer taxation on Mi-kutowicz’s income. Mikutowicz agreed.
Tower thereafter created Ellis Engineering (“Ellis”), a Turks & Caicos corporation. Mikutowicz was Ellis’s sole employee, and Ellis shared a business address with AGM. It did not outwardly appear that Ellis actually operated a separate business from this address, although Ellis, acting through Mikutowicz, purportedly provided AGM with consulting services and equipment rentals and materials from 1992 to 1998.
During this period, AGM paid Ellis $1.3 million for these “services.” This money was deposited into Ellis’s Massachusetts bank accounts. Mikutowicz deducted these payments from AGM’s taxes as “ordinary and necessary business expenses.” See 26 U.S.C. § 162. These deductions reduced AGM’s profits and therefore reduced Mikutowicz’s personal taxable income. See supra n. 1.
The money AGM paid to Ellis was eventually transferred to a bank account in the Turks & Caicos Islands established by Tower for Mikutowicz’s benefit. This account was in the name of another Tower created company, Harborsober Ltd. From the Harborsober account, Mikutowicz eventually transferred most of the money into a personal account in the Cayman Islands.
Mikutowicz similarly diverted profits from Felix to his offshore account. In 1998, Felix paid Tower $26,357 for “franchise and professional fees,” although there was no evidence that Tower actually gave or did anything of value for Felix. Mikutowicz deducted these fees from Felix’s taxes, and this money was also transferred, through the Harborsober account, to Mikutowicz’s Cayman Island account.2 Mikutowicz and his companies never declared any of the money deposited in the Harborsober account as taxable income.
The government calculated that, through these machinations, Mikutowicz reduced his tax burden by $570,005. On September 6, 2001, a grand jury indicted Miku-towicz on ten tax offenses: one count of conspiring to commit tax fraud, see 18 U.S.C. § 371; five counts of filing materially false tax returns for the years 1995-1998, see 26 U.S.C. § 7206(1); and four counts of tax evasion for the years 1995-1998, see 26 U.S.C. § 7201. On June 28, 2002, after a fifteen-day trial, a jury convicted him on all counts.
On September 20, 2002, the district court sentenced Mikutowicz to one year and one day of imprisonment and two years of supervised release; it also ordered him to pay a $50,000 fine, a $1,000 special assessment, and restitution. The district court arrived at Mikutowicz’s sentence by granting him a two-level reduction for acceptance of responsibility and a five-level downward departure because his criminal conduct constituted “aberrant behavior.”
II.
Mikutowicz challenges his convictions on a number of grounds, focused primarily on the jury’s consideration of whether the claimed deductions were “ordinary and necessary business expenses.” He argues first that: (1) the district court should not have instructed the jury on the Internal Revenue Code’s definition of “ordinary and necessary business expenses” and (2) even if such an instruction was appropriate, the district court erroneously declined to pro*70vide a supplemental instruction on this issue. Second, he argues that (1) the district court should have excluded testimony by the government’s tax computation expert that the deductions AGM claimed for making payments to Ellis were not “ordinary and necessary business expenses” and (2) the district court improperly limited cross-examination of this expert. Finally, he claims that the district court abused its discretion by declining to investigate his allegation of juror misconduct.
A. Instruction on “Ordinary and Necessary Business Expenses”
Mikutowicz first argues that the district court erred by instructing the jury on the definition of “ordinary and necessary business expenses” under the Internal Revenue Code. See 26 U.S.C. § 162. He contends that the court’s instruction was unnecessary because the government was required to prove only that the deductions he claimed were “false” — not that they failed to qualify as “ordinary and necessary business expenses.” This unnecessary instruction was also prejudicial, he asserts, because it introduced an extraneous issue that might well have confused the jury and diverted its attention from his primary defense: that he claimed the deductions in “good faith.”
The purpose of jury instructions “is to inform the jury of its function, which is the independent determination of the facts, and the application of the law, as given by the court, to the facts found by the jury.” 2A Charles A. Wright, Federal Practice and Procedure: Criminal, § 485 (3d ed.2000). The instructions should “fairly and impartially state the issues and applicable law in logical sequence ... [so that] the jury [can] understand the issues and intelligently apply the law.” Id. (quoting Elbel v. United States, 364 F.2d 127, 134 (10th Cir.1966)). It is common in tax crime prosecutions for the court to instruct the jury on the meaning of tax law terms implicated by the particular facts of a case. See, e.g., United States v. Wapnick, 60 F.3d 948, 955 (2d Cir.1995) (in tax evasion case, jury instruction on definition of “sham corporation” was proper); United States v. Curtis, 782 F.2d 593, 596-98 (6th Cir.1986) (in tax evasion case, jury instruction on definition of “income” was proper); United States v. Sorrentino, 726 F.2d 876, 881 (1st Cir.1984) (in tax evasion case, jury instruction on definition of “taxable income” was proper).
Here, knowing the definition of “ordinary and necessary business expenses” was helpful to the jury in applying the law to the evidence. The parties agree that conviction on each count required the government to prove that the deductions claimed by Mikutowicz on behalf of AGM and Felix were “false.” See 26 U.S.C. § 7206(1) (filing false corporate tax return requires government to prove that return was false as to material matter); 26 U.S.C. § 7201 (tax evasion requires government to prove that defendant owed substantially more federal income tax than declared); 18 U.S.C. § 371 (conspiracy charge required government to prove that defendant agreed with another to file false return and to evade taxes). Based on the evidence presented, whether the deductions claimed by AGM and Felix were “false” depended on whether they were properly claimed as “ordinary and necessary business expenses.” Thus, the jury’s ultimate conclusion that the deductions were “false” was inexorably linked to whether they were “ordinary and necessary business expenses.” Therefore, a definition of “ordinary and necessary business expenses” was useful information for the jury to evaluate the evidence.
Mikutowicz’s suggestion that the “ordinary and necessary business expense” in-*71struetion shifted the jury’s focus away from his “good faith” defense is not persuasive. The district court’s instructions explained to the jury the separate requirement that the government prove that Mi-kutowicz did not act in “good faith.” Indeed, the court was quite explicit in this regard. It instructed:
[I]t isn’t enough for the government to show that [the deductions] were improper. The government also has to prove that the defendant knew that they were improper, or, rather that the defendant did not believe that the statements he made about the deductions in these returns were true and correct.
Rather than confuse the jury, the instructions highlighted for the jury that the government had to prove, inter alia, that the claimed deductions were false and that Mikutowicz did not claim the deductions in “good faith.”
As a fallback, Mikutowicz contends that, even if the district court permissibly instructed the jury on the definition of “ordinary and necessary business expenses,” the court should have included a supplemental instruction (which we shall describe momentarily). “The trial court’s refusal to give a particular instruction constitutes reversible error only if the requested instruction was (1) correct as a matter of substantive law, (2) not substantially incorporated into the charge as rendered, and (3) integral to an important point in the case.” Sheek v. Asia Badger, Inc., 235 F.3d 687, 697 (1st Cir.2000) (quoting Elliott v. S.D. Warren Co., 134 F.3d 1, 6 (1st Cir.1998)).
The district court instructed the jury:
[Ordinary and necessary business expenses are such expenses as are directly connected to the operation of the business. And the government claims here that these deductions were not ordinary and necessary because they did not reflect any economic reality, were not related to the operations and business of either AGM or Felix, but were designed merely to funnel funds into the defendant’s personal bank account offshore.
Mikutowicz sought to augment this instruction with language focusing the jury’s attention on whether Ellis was a “legitimate corporation.” The district court told the jury that “there is no question that Ellis was a legitimately and validly constituted corporation. The question here has only to do with the payments made to it by AGM, and the purpose and treatment of those payments by AGM ... and ultimately Ellis as well.”
Had the court provided the requested language, which comprised a detailed (and confusing) list of factors used to determine whether Ellis was a legitimate corporation, the jury could have been erroneously induced to conclude that its task was to determine Ellis’s legitimacy instead of whether AGM made the payments to Ellis for legitimate business purposes. The district court’s instruction kept the jury’s attention focused on whether the deductions were properly claimed by Mikutowicz’s companies. There was no error.
B. Expert Testimony on “Ordinary and Necessary Business Expenses”
Mikutowicz next challenges the testimony of the government’s “tax computation” expert, Michael Pleshaw. Pleshaw, an Internal Revenue Service (“IRS”) agent, explained to the jury the basis for the IRS’s conclusion that deductions claimed by Mi-kutowicz and his companies were improper. Mikutowicz challenges the admission of Pleshaw’s testimony concerning “the non-deductibility of AGM’s payments to Ellis Engineering.” We review the admis*72sion of Pleshaw’s testimony for an abuse of discretion. See United States v. Santana, 342 F.3d 60, 68 (1st Cir.2003), cert. denied, — U.S. -, 124 S.Ct. 1478, 158 L.Ed.2d 129, 2004 WL 323919 (U.S. Feb. 23, 2004).
Pleshaw provided the jury with a summary of why the IRS determined that the deductions claimed by Mikutowicz and his companies were improper. It is well established in several circuits that “[expert testimony by an IRS agent which expresses an opinion as to the proper tax consequences of a transaction is admissible evidence.” United States v. Windfelder, 790 F.2d 576, 581 (7th Cir.1986); see United States v. Sabino, 274 F.3d 1053, 1067 (6th Cir.2001), amended on other grounds, 307 F.3d 446 (2002); United States v. Monus, 128 F.3d 376, 386 (6th Cir.1997); United States v. Townsend, 31 F.3d 262, 270 (5th Cir.1994); United States v. Toushin, 899 F.2d 617, 620 n. 4 (7th Cir.1990); United States v. Gold, 743 F.2d 800, 817 (11th Cir.1984); United States v. Fogg, 652 F.2d 551, 557 (5th Cir.1981). The primary limitation on this type of evidence is that the agent may not testify about the defendant’s state of mind when the challenged deductions were claimed. See Fed.R.Evid. 704(b) (expert may not testify to mental state of defendant where mental state is element of charged offense); Sabino, 274 F.3d at 1067 (“[I]n a tax case, the summary witness is allowed to summarize and analyze the facts indicating willful tax evasion so long as the witness does not directly embrace the ultimate question of whether the defendant did in fact intend to evade income taxes.”) (internal quotations and citations omitted); Windfelder, 790 F.2d at 582 (stating that it was error, in tax fraud case, to admit IRS agent’s testimony that defendant “intentionally understated his income” because this testimony “impermissibly state[d] an opinion as to the defendant’s knowledge or willfulness, a mental state which constitutes an element of the crimes charged”); see also United States v. Valle, 72 F.3d 210, 216 (1st Cir.1995) (“Rule 704(b) prohibits all direct expert testimony concerning a criminal defendant’s intent, regardless of the witness’s field of expertise, so long as intent is an element of the crime charged.”).
Pleshaw’s testimony adhered to these standards. He described the IRS’s audit of Mikutowicz and his businesses and the results of the audit. In addition, he testified to the rationale which led the IRS to reach its conclusions. Pleshaw offered no testimony concerning Mikutowicz’s state of mind when claiming the challenged deductions. There was no abuse of discretion in the admission of Pleshaw’s testimony.
Mikutowicz also asserts that the district court violated his rights under the Confrontation Clause of the Sixth Amendment by limiting his cross-examination of Plesh-aw. The court refused to let Mikutowicz question Pleshaw about various judicial opinions, which Mikutowicz claims would have established that the deductions were properly taken.
A defendant is entitled to cross-examine a government witness to test the truth of his testimony. See United States v. Gonzalez-Vazquez, 219 F.3d 37, 45 (1st Cir.2000). But the court “retains wide latitude to impose reasonable limits on cross-examination in order to avoid confusion of the issues or extended discussion of marginally relevant material.” Id. (internal quotations and citations omitted). “Defendants cannot run roughshod, doing precisely as they please simply because cross-examination is underway.” United States v. Boylan, 898 F.2d 230, 254 (1st Cir.1990). We review this challenge de novo to determine whether defense counsel was afforded a reasonable opportunity to impeach adverse witnesses. See United *73States v. Balsam, 203 F.3d 72, 87 (1st Cir.2000). Should that threshold be reached, any restrictions that were placed on the extent and manner of the cross-examination will be reviewed for abuse of discretion. Id.
Pleshaw was not qualified as an expert on tax law. As the IRS agent who audited Mikutowicz and his businesses, Pleshaw provided detailed testimony on the process used to conduct the audit, the conclusions reached, and the computations made to arrive at Mikutowicz’s tax deficiency. The government attempted to elicit from Pleshaw neither an opinion on the precise meaning of terms used in the Internal Revenue Code nor a discussion of legal sources that could bear on such an interpretation, as well it should not have. “[Ejxpert testimony proffered solely to establish the meaning of a law is presumptively improper.” United States v. Prigmore, 243 F.3d 1, 18 n. 3 (1st Cir.2001); see Nieves-Villanueva v. Soto-Rivera, 133 F.3d 92, 99-101 (1st Cir.1997) (ruling that it was error to admit expert testimony explaining the holdings of various Puerto Rico Supreme Court opinions).
Yet, this is precisely what Mikutowicz sought to do. Even though Pleshaw is not a lawyer and did not mention the United States Tax Court on direct examination, defense counsel attempted to question Pleshaw about three Tax Court opinions from the early 1980’s.3 Even a tax lawyer would have found it difficult to respond intelligently to questions about the precise facts and holdings of several twenty-year old Tax Court cases and then apply those holdings to the facts of the instant case, without having had a prior opportunity to prepare. Had the cross-examination proceeded as Mikutowicz proposed, it would have involved defense counsel reading excerpts of the cases to the jury, without the jury having a context for evaluating the import of the information that it was receiving. See Curtis, 782 F.2d at 600 (“The jury is not comprised of lawyers ... To attempt to explain the myriad rules of judicial construction, the complexity of legal principles, or the function of precedent would hopelessly divert the jury from their preeminent duty of assessing ... guilt.”). The district court was well within its discretion in concluding that such an “examination” would have exceeded the scope of the direct examination and confused the jury. See United States v. Ingredient Technology Corp., 698 F.2d 88, 97 (2d Cir.1983); Benjamin A. Vernia, Annotation, Admissibility of expert testimony regarding questions of domestic law, 66 A.L.R. 5th 135 (1999) (noting that the bases for the rule against an expert explaining the law to the jury “relate to jury confusion”).4
C. Juror Misconduct
Mikutowicz’s final argument concerns the district court’s refusal to investigate his allegation that the jurors had engaged in premature deliberations. The relevant facts are as follows.
On the thirteenth day of trial the jury began its deliberations. On the third day of deliberations the jury forewoman sent a note to the court asking that one of the *74jurors be excused. As a result, the court met with the forewoman. During the meeting, the forewoman explained the problem:
There’s a young woman, the first, the second day she was talking about her religious beliefs and that it was not her job to judge her fellow human beings. That was for God in the next life. That was the second day. We told her, you know we tried to buck her up and say, okay ... God put you here on this jury for a reason, and you will be able to make a decision. But it has gotten worse. She’s up there reading her Bible right now. She has just kind of closed down, and she’s been the major impasse in getting any work done.
The court proceeded to discuss the situation with the distressed juror. The juror told the court that she was upset by the intense nature of the deliberations. As she described it:
[Tjhere’s a lot of evidence up there, and , you’re trying to prove your case [referring to counsel for each party]. Well I need to know by looking at these documents what’s right ... And we sat in there, and we heard your side, and we heard your side, but I need to look at them for myself and see ... Nobody seems — everybody has their own ... There’s just certain things that we’re arguing about.
At the conclusion of this discussion, defense counsel advised the court that the forewoman’s earlier reference to “the second day” appeared to indicate that some of the jurors had expressed their opinions about the case since the second day of trial. Defense counsel asked for a “further inquiry ... as to whether in fact the jurors discussed the merits of the case during the trial.” The court declined the request, noting that it did “not recall [the forewoman] saying anything about the matter before deliberations.”
We review the district court’s response to an allegation of juror misconduct for an abuse of discretion. See United States v. Connolly, 341 F.3d 16, 33-34 (1st Cir.2003): We have recognized that the district court maintains significant discretion in determining the type of investigation required by a juror misconduct claim. See, e.g., United States v. Ortiz-Arrigoitia, 996 F.2d 436, 443 (1st Cir.1993); Boylan, 898 F.2d at 258. Moreover, the court’s discretion is at its broadest when determining how to deal with an allegation of premature jury deliberations. See United States v. Dominguez, 226 F.3d 1235, 1246 (11th Cir.2000) (a “trial judge is vested with broad discretion in responding to an allegation of jury misconduct, and that discretion is at its broadest when the allegation involves internal misconduct such as premature deliberations, instead of external misconduct such as exposure to media publicity”).
Where a claim of juror misconduct is raised, the court’s first task is to ascertain whether the allegation is color-able. See Boylan, 898 F.2d at 258. If the claim meets this threshold, the court must then conduct a further investigation to discern the extent of the jury taint and the possible prejudice. See United States v. Cruz, 156 F.3d 22, 28 (1st Cir.1998). However, misconduct allegations that “are frivolous ... do not trigger any duty of inquiry and do not require that a hearing be held.” Neron v. Tierney, 841 F.2d 1197, 1202 n. 6 (1st Cir.1988).
The district court did not abuse its discretion in determining that Mikutow-icz’s claim of premature jury deliberations was so weak that it did not require further action. Even assuming that by the “second day” the forewoman meant the second *75day of the trial as opposed to the second day of deliberations, the forewoman did not state that any of the jurors had engaged in premature deliberations. She stated only that one juror had expressed doubt about her ability to participate in the task of determining whether another individual is guilty of a crime. A conversation between jurors concerning the general anxiety associated with serving on a criminal jury is a far cry from a conversation in which the jurors discussed the merits of the parties’ positions.
Our conclusion that no duty to investigate was triggered is supported by the district court’s conversation with the distressed juror. In that conversation, the juror indicated that the jurors had sat through both parties’ cases and were then wading through the evidence and arguing about the proper result. This summary of the jury’s actions strongly suggests that the jurors were involved in active deliberations at the appropriate time and had not prejudged the case.
The only evidence that Mikutowicz presented of juror misconduct is his allegation that the forewoman disclosed to the court that deliberations took place on “the second day” of trial.5 As discussed above, the forewoman made no such disclosure. The burden of showing a colorable claim rests with the party raising the issue. See United States v. Nazzaro, 889 F.2d 1158, 1167 (1st Cir.1989). As Mikutowicz has not met this burden, the district court acted within its considerable discretion by declining to investigate the matter. See id. (“[T]he law wisely affords the trier ... substantial discretion in determining whether to interrogate jurors.”).
III.
In its cross-appeal, the government raises two challenges to the sentence imposed on Mikutowicz. First, it challenges the district court’s grant of a two-level reduction for acceptance of responsibility. Second, it challenges the district court’s grant of a five-level downward departure because Mikutowicz’s criminal conduct - constituted “aberrant behavior.”
A. Acceptance of Responsibility
Pursuant to U.S.S.G. § 3E1.1 (1998), the district court granted Mikutowicz a two-level reduction for acceptance of responsibility because (i) even though he went to trial,' he admitted, pretrial, “the conduct” underlying the charges, and (2) prior to trial, he repaid the IRS approximately $55,000 in back taxes.6. We review deferentially the district court’s conclusion that the defendant has accepted responsibility, see United States v. Capelton, 350 F.3d 231, 245 (1st Cir.2003), and will reverse only on a showing of clear error, see United States v. Walker, 234 F.3d 780, 784 (1st Cir.2000). Clear error exists where there is no articulable grounds or foundation for the court’s conclusion. See United States v. Bennett, 37 F.3d 687, 696 (1st Cir.1994).
The first ground for the reduction is that, prior to trial, Mikutowicz admitted his unlawful conduct. See. U.S.S.G. § 3E1.1 comment (n. 1(a)) (1998). In this regard, the district court stated: “It is true that he went to trial, but going to trial should not be penalized.... He admitted his conduct, and it seems to me under *76these circumstances he is entitled to go down by two levels.”
While there is no question that a defendant should not be punished for exercising his right to trial, the choices exercised can affect sentencing exposure. The Sentencing Guidelines state that, as a general matter, an acceptance of responsibility reduction “is not intended to apply to a defendant who puts the government to its burden of proof at trial by denying the essential factual elements of guilt, is convicted, and only then admits guilt and expresses remorse.” U.S.S.G. § 3E1.1, comment (n.2) (1998); see also United States v. Baltas, 236 F.3d 27, 37 (1st Cir.2001). The Guidelines recognize, however, that in some “rare situations” a defendant may stand trial and still receive an acceptance of responsibility reduction. U.S.S.G. § 3E1.1, comment (n.2) (1998); see United States v. Ellis, 168 F.3d 558, 564 (1st Cir.1999). Application Note 2 gives as examples a defendant who admits factual guilt but goes .to trial to i;aise a constitutional challenge to the prosecution and a defendant who goes to trial to assert that the statute under which he is charged does not apply . to his conduct. U.S.S.G. § 3E1.1, comment (n.2) (1998). We have recognized that additional “rare situations” could exist that would permit a defendant to receive an acceptance of responsibility reduction after electing to go to trial. See Ellis, 168 F.3d at 564. However, where a district court grants an acceptance of responsibility reduction to a defendant, post trial, the acceptance of responsibility determination must be based solely on “pretrial statements and conduct.” Id. at 564 (emphasis in original).
The district court ruled that Mikutowicz admitted the “essential factual elements of guilt” before trial, even though he went to trial to claim that his conduct was not “willful” and therefore not criminal. This determination was clearly, erroneous. By contesting willfulness, Miku-towicz did not admit “the essential factual elements of guilt.” U.S.S.G. § 3E1.1 comment (n.2) (1998); Bennett, 37 F.3d at 697.
It is true that Mikutowicz admitted the actus reus of his crimes prior to trial. He admitted establishing offshore bank accounts, taking deductions from AGM for “services” provided by Ellis, diverting the deducted monies to the offshore accounts, and not paying taxes on the diverted funds. However, Mikutowicz remained steadfast that his conduct was not “willful”, i.e., in violation of a known legal duty. See Cheek v. United States, 498 U.S. 192, 201, 111 S.Ct. 604, 112 L.Ed.2d 617 (1991). Thus, Mikutowicz denied the mens rea of the crimes. That the defendant possesses the requisite mens rea is one of the “essential factual elements of guilt.” See United States v. Crass, 50 F.3d 81, 84 (1st Cir.1995) (“intent, like any other essential element of the crime charged, may not be contested without jeopardizing a downward adjustment for acceptance of responsibility”); United States v. Burrows, 36 F.3d 875, 883 (9th Cir.1994) (stating that defendant was not entitled to acceptance of responsibility deduction because “the fact that [the defendant] freely admitted the actus reus of the crime does not change the fact that he maintained ... a complete defense- based on his purported lack of mens rea ”).
Mikutowicz’s “willfulness defense” said, in effect, “I did not know that what I was doing was illegal so I should not be punished for my actions.” This defense is exactly the opposite of the expression of remorse that the acceptance of responsibility guideline contemplates. See United States v. Royer, 895 F.2d 28, 30 (1st Cir.1990) (“acceptance of responsibility necessitates ... authentic remorse”). Therefore, Mikutowicz did not accept responsi*77bility by admitting his underlying conduct while simultaneously denying that he possessed the criminal intent to commit the charged offenses. See Bennett, 37 F.3d at 696-98 (reversing acceptance of responsibility reduction for defendant who went to trial to challenge intent prong of bank fraud charge because defendant had not admitted “factual guilt”); see also United States v. Dyck, 334 F.3d 736, 744 (8th Cir.2003) (reversing acceptance of responsibility reduction for defendant who went to trial to claim that his conduct was not “willful” because this “was a denial of factual guilt that put the government to its proof’); United States v. Chastain, 84 F.3d 321, 324 (9th Cir.1996) (reversing acceptance of responsibility reduction, in tax fraud case, because the defendant’s “failure to accept responsibility for his crime was manifest in his decision to take the case to trial, where he vigorously denied the ‘willful’ element of the offense”); United States v. Jaynes, 75 F.3d 1493, 1508 (10th Cir.1996) (“Where a defendant admits his conduct but claims he did nothing illegal and had no unlawful intent ... his denial is inconsistent with an acceptance of responsibility.”)(internal quotations and citations omitted); United States v. Castner, 50 F.3d 1267, 1279-80 (4th Cir.1995) (“[B]y denying intent to defraud [the defendant] did not completely accept responsibility for all his criminal conduct.”).
In granting an acceptance of responsibility adjustment, the district court also relied on Mikutowicz’s pretrial payment of back taxes. In April 2002, two months before trial, Mikutowicz filed an amended 1998 tax return in which he reimbursed the IRS $55,633. While the precise total of Mikutowicz’s tax liability is unclear, see United States v. Mikutowicz, No. 01-10321-RWZ, (D.Mass. Nov. 13, 2002), there is no dispute that this was only a fraction of what he owed.
The Guidelines provide that one method by which a defendant can demonstrate acceptance of responsibility is to voluntarily pay restitution prior to the adjudication of guilt. See U.S.S.G. § 3E1.1 comment (1(c)) (1998); Bennett, 37 F.3d at 698. The Seventh Circuit has described the requirement as “pretrial payment of full restitution.” See United States v. Bonanno, 146 F.3d 502, 513 (7th Cir.1998) (quoting United States v. Morgano, 39 F.3d 1358, 1377-78 (7th Cir.1994)). Most cases in which courts have found that pretrial restitution favors granting acceptance of responsibility involve situations where the defendant has also pled guilty to the charged offenses. See, e.g., United States v. Grasser, 312 F.3d 336, 338-39 (7th Cir.2002); United States v. O’Kane, 155 F.3d 969, 971 (8th Cir.1998). We know of only one case in which a defendant, after exercising his trial right, received an acceptance of responsibility reduction based on pretrial restitution. See United States v. Bean, 18 F.3d 1367 (7th Cir.1994). In Bean, the defendant was charged with a check-kiting scheme. Id. at 1368. The defendant paid full, pretrial restitution but chose to go to trial to argue that he did not intend to defraud the bank. Id. Even though the defendant went to trial to challenge intent, the court stated that he could receive an acceptance of responsibility reduction because he had voluntarily paid full, pretrial restitution. Id.
Under the logic of Bean, the district court could grant Mikutowicz an acceptance of responsibility reduction based on his payment of pretrial restitution, even though he went to trial. The government has not argued that Bean was incorrectly decided and we do not think it so manifestly wrong that we are willing to reject it without briefing and argument. Nonetheless, even assuming the viability of the Bean rule for present purposes, we cannot *78sustain the acceptance of responsibility adjustment on this record.
The extent of restitution paid by Miku-towicz is not clear. Mikutowicz argued that, because of certain IRS rules, he could only reimburse the 1998 tax deficiency, and therefore he paid as much as was legally possible. The district court did not make a finding to this effect.7 Moreover, it is not clear that Mikutowicz’s payment was truly voluntary. Since Mikutowicz’s primary defense to the criminal charges related to his intent (and not his failure to pay taxes), he presumably owed back taxes regardless of the results of the criminal proceedings. Because Mikutowicz may have owed the same debt even if acquitted, the restitution may not have been “voluntary” and therefore not indicative of his acceptance of responsibility for his crimes. See Bennett, 37 F.3d at 698 (holding that paying restitution as part of a civil settlement does not indicate acceptance of responsibility).
Moreover, even if the district court determined that Mikutowicz’s restitution was the maximum allowed by law and was truly voluntary, it could still be argued that his decision to challenge his factual guilt outweighs this act of contrition. See United States v. Yoon, 128 F.3d 515, 529 (7th Cir.1997); United States v. Field, 110 F.3d 592, 594 (8th Cir.1997). Considering that acceptance of responsibility determinations are best made by the district court, see Capelton, 350 F.3d at 245, and that there is a possibility that Mikutowicz could still qualify for an acceptance of responsibility reduction, we vacate the two-level reduction and remand to the district court to reconsider the matter in light of the above discussion.
B. Aberrant Behavior
The final issue that we tackle is whether the district court erred by granting Miku-towicz a five-level downward departure because his conduct constituted “aberrant behavior.” We begin by outlining the standard of review.
On April 30, 2003, section 401 of the Prosecutorial Remedies and Other Tools to End the Exploitation of Children Today Act (“PROTECT Act”) became effective. See 18 U.S.C. 3742(e). The PROTECT Act, which applies to all appeals pending on and after its effective date, establishes a new regime for reviewing district court rulings granting departures from the Sentencing Guidelines. See United States v. Thurston, 358 F.3d 51, 70-72 (1st Cir.2004); United States v. Frazier, 340 F.3d 5, 14 (1st Cir.2003). We now review de novo whether the “sentence departs from the guideline range based on a factor that (i) does not advance the objectives set forth in [18 U.S.C.] § 3553(a)(2); or (ii) is not authorized under [18 U.S.C.] 3553(b); or (iii) is not justified by the facts of the case.” 18 U.S.C. § 3742(e); see United States v. Maldonado-Montalvo, 356 F.3d 65, 68-69 (1st Cir.2003).8 In cases where the departure is based on a factor that the Sentencing Commission has already approved, we proceed directly to consider whether the departure is “justified by the facts of the case.” Thurston, 358 F.3d at 76. In performing this analysis, we accept the dis*79trict court’s factual findings unless they are clearly erroneous. See 18 U.S.C. § 3742(e)(3)(C).
The Guidelines, in their current form, recognize “aberrant behavior” as a legitimate ground for a downward departure. See U.S.S.G. § 5K2.20 (2003). However, as noted above at n. 6, the Guidelines effective in 1998 govern this case. See United States v. Dewire, 271 F.3d 333, 335 n. 2 (1st Cir.2001). These Guidelines did not take a position on whether “aberrant behavior” was an appropriate ground for a downward departure. See U.S.S.G. Ch. 1 Pt. A(4)(d) (1998) (“The Commission ... has not dealt with the single acts of aberrant behavior that still may justify probation at higher offense levels through departures.”).
Because the 1998 Guidelines are silent on whether “aberrant behavior” is a permissible departure factor, our first task is to determine de novo whether this factor conflicts with the objectives set forth in 18 U.S.C. § 3553(a)(2) or is not authorized by 18 U.S.C. § 3553(b).9 This task is straightforward. Under the 1998 Guidelines, every circuit court of appeals accepted “aberrant behavior” as a legitimate basis for a downward departure. See Elizabeth Williams, Annotation, Downward Departure from United States Sentencing Guidelines Based on Aberrant Behavior, 164 A.L.R. Fed. 61 (2000) (collecting cases approving “aberrant behavior” as basis for departure). In November 2000, the Sentencing Commission confirmed the correctness of this view by adopting a guideline explicitly recognizing “aberrant behavior” as a legitimate basis for a departure. See U.S.S.G. § 5K2.20 (2003). Thus, we conclude that, under the 1998 Guidelines, “aberrant behavior” is a factor on which the district court could base a departure.
Having concluded that “aberrant behavior” can justify a departure, we turn next to consider de novo whether the facts of this case justify granting Mikutowicz a departure on this basis. Under the 1998 Guidelines, we applied a “totality of the circumstances” approach to requests for “aberrant behavior” departures. See United States v. Grandmaison, 77 F.3d 555, 563 (1st Cir.1996).10 Under this test
[district court judges may consider, inter alia, factors such as pecuniary gain to the defendant, charitable activities, prior good deeds, and efforts to mitigate the effects of the crime in deciding whether a defendant’s conduct is aberrant in terms of other crimes.... Spontaneity and thoughtlessness may also be among the factors considered, though they are not prerequisites for departures.
Id. In addition, the district court could consider “first-offender status as a factor” and could grant a departure to a defendant “whose criminal conduct involve[d] more than one criminal act.” Id. at 563-64.11
The district court applied Grandmai-son’s “totality of the circumstances” approach to grant Mikutowicz a five-level *80downward departure because (1) the convictions comprised a single six-year course of conduct; (2) Mikutowicz employs several individuals; (3) he has strong community ties; (4) he has been instrumental in the care of his family; and (5) he did not intend to deprive the government of the tax permanently. Applying de novo review, our precedent requires that we vacate this “aberrant behavior” departure.
In United States v. Bradstreet, 135 F.3d 46, 56-58 (1st Cir.1998), we vacated a downward departure for “aberrant behavior” in a situation that is materially indistinguishable from this one. The defendant in Bradstreet was convicted of several offenses arising from a two-year scheme to falsify corporate records. See id. at 48. The defendant testified at trial that he did not act with an intent to defraud. See id. at 57. The jury was instructed that, to find the defendant guilty, it had to conclude that he acted with such an intent. See id. Thus, the jury’s guilty verdict indicated that the defendant had testified dishonestly by claiming that he did not act with a fraudulent intent. See id.
This dishonest testimony disqualified the defendant from receiving an “aberrant behavior” departure. We explained that an “aberrant behavior” departure “is appropriate only where the conduct was isolated and is unlikely to recur.” Id. A defendant cannot claim that his conduct was isolated and not likely to recur when “he testifies dishonestly after engaging in felonious dishonesty.” Id. Thus, “one convicted of criminal dishonesty is ... not entitled to an aberrant conduct departure if he has testified dishonestly about his criminal conduct.” Id. We recognized that a defendant could still receive a downward departure after giving false testimony if the testimony was the product of confusion, mistake, or faulty memory. See id. at 58. However, we concluded that, by its nature, false testimony concerning criminal intent could not be the product of such confusion or mistake. See id. at 57. Therefore, the jury’s verdict necessarily established that the defendant’s testimony was dishonest and disqualified him from receiving an “aberrant behavior” departure. See id. at 58.
A similar analysis applies here. Miku-towicz claimed at trial that his conduct was not “willful.” He testified on direct examination:
I never once thought that I was breaking any laws. I’m not a law-breaker. I thought that this plan was completely lawful as to the way it was explained to me. There is no amount of money that would cause me to break the law of this country. That’s plain and simple.
The district court instructed the jury that, to find Mikutowicz guilty, it had to determine that his conduct was willful, i.e., (in the context of this case) done “with a specific intent to violate the law.” The jury convicted Mikutowicz on all counts. This finding compels us to conclude that Mikutowicz testified dishonestly by claiming that he did not know that he was breaking the law by engaging in these tax schemes. Like the testimony concerning “intent” in Bradstreet, Mikutowiez’s testimony concerning “willfulness” cannot plausibly be explained as the result of confusion or faulty memory. See id. at 57 (stating that defendant’s testimony that he did not intend to defraud “strikes us as inherently not subject to characterization as unintentional”). Indeed, at the sentencing hearing, the defense continued to assert that Mikutowicz did not know that his conduct violated the law. He is thus ineligible for an “aberrant behavior” departure. Accordingly, we vacate the five-level down*81ward departure.12
IV.
For the reasons stated, we affirm Miku-towicz’s convictions but vacate the judgment and remand for resentencing.