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Before Wiener, Willett, and Douglas, Circuit Judges. Don R. Willett, Circuit Judge: Younger abstention is one of a handful of federalism-flavored carveouts to a federal court’s “virtually unflagging obligation”[1] to exercise congressionally conferred jurisdiction. Out of respect for the legitimate interest of the state, and to avoid needless friction, federal courts may not interfere with an ongoing state criminal proceeding, so long as the defendant being prosecuted has an adequate opportunity to raise constitutional challenges in the underlying state forum. A state has no legitimate interest, however, in a prosecution brought in bad faith or to harass. Nor, for that matter, does a defendant have an adequate opportunity to assert constitutional violations in the state proceeding when the prosecution itself is the constitutional violation. Thus, in exceptional cases in which a state prosecutor is credibly accused of bad faith and has no reasonable hope of obtaining a valid conviction against the defendant, comity-infused deference gives way, and a federal court may exercise its equitable power to enjoin the prosecution. In this case, a Texas state prosecutor, Lucas Babin, criminally charged Netflix for advertising and promoting child pornography based on its streaming of Cuties, a controversial film starring preteen girls who participate in a dance competition. Soon after Netflix asserted its First Amendment right to stream and promote Cuties, Babin multiplied the first indictment into four, selectively presented evidence to the grand jury, and inexplicably charged Netflix for a scene that involved a verifiably adult actress. Based on these and other allegations of bad faith, Netflix sought and successfully obtained a preliminary injunction against Babin and his prosecution. Babin now appeals, arguing that the district court clearly erred in finding bad faith and abused its discretion by declining to abstain under Younger. At this preliminary stage, and on the fact-intensive record before us, we cannot conclude that the district court erred. With the benefit of a seven-hour evidentiary hearing, including Babin’s own testimony, the district court was best positioned to make the largely credibility-based determination of bad faith. The findings underlying that determination, along with the inferences drawn from them, are not clearly erroneous, and they likely warranted injunctive relief under what we have historically understood to be—and continue to recognize as—a narrow exception to Younger abstention. We accordingly AFFIRM. I A This federal lawsuit, and the parallel state criminal prosecution, follows Netflix’s decision to stream a French film called Cuties, a story about an eleven-year-old Senegalese girl named Amy who wants to perform at a dance competition with her friends. The film presents “an unflinching view” of Amy and her dance team (the “Cuties,” or “Mignonnes” in its native French) preparing for the competition, and the underlying storyline is about Amy attempting to navigate between the conservative culture of her devoutly Muslim family and the provocative culture of modern dance. As the district court explained, “Cuties depicts and explores various relationships . . . while vividly revealing to viewers the dangers and consequences of leaving children unrestrained from—and at the mercy of—the highly sexualized and media-driven culture in which they are now immersed.” In conveying that message, the film shows Amy and the Cuties attempting to mimic modern dance culture by performing public dance routines “while wearing cut-off tops and tight, short shorts.” There are no sex scenes in Cuties, to be sure, but two scenes in the film, among others, have received heightened scrutiny in this litigation. The first involves the main character, Amy, who is shown partaking in a “religious cleansing” in one of the film’s most dramatic moments—a “kind of baptism,” as the district court understood it. “In context,” Netflix emphasizes, “the scene symbolizes the inner conflict Amy is battling between her spiritual beliefs and societal influences,” but stripped of the symbolism and viewed in isolation, it simply shows “a young girl in underwear and a tank top, by herself, convulsing on the floor,” while her “mother and auntie administer water on her body.” The second relevant scene is less significant but more explicit. “In [that] scene,” the district court recounted, “the Cuties are watching a video on one of their phones when a dancer in the video flashes her breast for a fraction of a second.” The district court determined that the briefly nude dancer in that scene, who the parties call “Jane Doe,” was over the age of eighteen at the time Cuties was filmed. Cuties, which was filmed in France in 2019, premiered a year later at the Sundance Film Festival in Utah, and Netflix began streaming Cuties to its subscribers nationwide in September 2020, during the throes of the COVID–19 pandemic. Perhaps predictably, the reviews of Cuties were mixed. As Netflix frames it, “Cuties’ public reception was not entirely positive.” Indeed, some were downright repulsed by what they saw. Criticism flared when at least three members of Congress expressed their senatorial scorn for the film, one of whom took the additional step of referring the film via (formerly Twitter) to the Department of Justice. Among the number displeased and disgusted by Cuties is the defendant in this case, Lucas Babin, a former actor himself but now the district attorney of Tyler County, Texas. Believing that some scenes in Cuties amounted to “obscenity,” Babin sought, and a grand jury returned, an indictment charging Netflix with the “promotion of lewd visual material depicting [a] child” under § 43.262 of the Texas Penal Code. Babin obtained the indictments just two weeks after Cuties debuted on Netflix, becoming the first—and so far, the only—prosecutor in America to criminally charge Netflix for the film. Babin embraced the novelty, though, and candidly expressed his motivation for seeking the charge in a press release he later issued on his webpage: After hearing about the movie Cuties and watching it, I knew there was probable cause to believe it was criminal under Section 43.262 of the Texas Penal Code. The legislators of this state believe promoting certain lewd material of children has destructive consequences. If such material is distributed on a grand scale, isn’t the need to prosecute more, not less? A grand jury in Tyler [C]ounty found probable cause for this felony, and my job is to uphold the laws of this State and see that justice is done. According to his press release (and later, his testimony), Babin watched the entire film before seeking criminal charges. But the same cannot be said of the grand jury. With the help of “screen-recording software,” Babin admitted that he showed the grand jury only curated clips and images of Cuties, singling out some of the most provocative scenes, including the one of Amy undergoing her moment of partially clad “spiritual cleansing.” Based on this selective presentation of the evidence, the grand jury found probable cause to charge Netflix under § 43.262 of the Texas Penal Code. Netflix is quick to point out that, upon receipt of the indictment, it “did not run to federal court for protection,” but instead prepared to defend itself in state court. To that end, Netflix arranged a meeting with Babin and his first assistant, Pat “Hawk” Hardy, to discuss the indictment. During that October 2020 meeting, Netflix asked Babin and Hardy what “specifically prompted the indictment,” adding that if the problematic portion of the film was the exposed breast, Netflix would be willing to share proof that the actress was over eighteen years old. Babin and Hardy declined, expressing no need to look at the proof and instead emphasizing that the “gravamen” of the indictment was the “suggestive way” in which the younger girls danced. On that point, the parties amicably disagreed about the legality of the scenes involving those girls and went their separate ways. Unsurprisingly, Netflix pleaded not guilty to the charge a couple of weeks later and waived its right to an arraignment. But perhaps more surprisingly, Netflix’s plea did not set in motion the usual prosecutorial process—at least not immediately. For the next year, the case sat idle. No motions, no hearings, no discovery. Babin says this was partly due to COVID-related delays, and both parties suggest that the other is to blame for the inaction. Whatever the reason, the lull ended in October 2021, when the First Court of Appeals of Texas held in an unrelated case that § 43.262 of the Texas Penal Code (the statute under which Babin charged Netflix) was facially unconstitutional under the First Amendment.[2] And, coincidentally, in its discussion of the statute’s overly broad scope, the First Court of Appeals noted that “at least one prosecutor [i.e., Babin] has indicted Netflix for showing” Cuties and that, as written, “the statute could apply not only to Netflix, but to those persons who viewed the offending visual material.”[3] Dutifully, Netflix provided Babin a copy of the Lowry opinion the day it was decided, “reminding [him] that his obligations to enforce the State’s laws ‘extend[ed] only to constitutional laws,’” and urging him to drop the charge. Babin refused. So, with the charge still pending, Netflix filed a pretrial writ of habeas corpus, arguing that the indictment should be dismissed given the facial unconstitutionality of § 43.262. After some back-and-forth about scheduling and statutory deadlines, Netflix and Babin finally agreed to schedule a hearing on Netflix’s habeas petition a few months out, in March 2022. According to Netflix, Babin used those few months before the hearing on the habeas petition to empanel another grand jury and seek four new indictments under § 43.25(d) of the Texas Penal Code, a narrower but more severe criminal statute that prohibits the promotion of “sexual conduct by a child younger than 18 years of age.” “Consistent with [that] plan,” Netflix says, “Babin convened [a] second grand jury on February 25, 2022,” and “[o]nce again, rather than provide the grand jury with the actual film, Babin restricted the grand jury’s view to only those scenes and stills that he [had] personally curated and stripped of their proper context.” Babin, for his part, denies that he ever had such a “plan” or that he even has the power to “convene” a grand jury. Nevertheless, just two days before the scheduled hearing on Netflix’s habeas petition, Babin emailed Netflix to say that he was dropping the charge under § 43.262 and that a hearing on the habeas petition was no longer needed. But, he added, “[s]eparate indictments will be served on [your] registered agent within the next few days. Wanted to give you a heads-up.” As promised, Babin dismissed the first indictment (albeit without prejudice) the next day and issued four new indictments under § 43.25. Each of the four new indictments concerned a different actress in the film: three concerned different (clothed) minor girls and their dances, and the fourth concerned the adult actress whose breast was exposed—notably, a scene that Babin had previously assured Netflix was not within the “gravamen” of the original indictment and for which Babin declined to see proof of the actress’s age. B Rather than attempt to defend itself against the four new indictments in state court as it had attempted with the first,[4] Netflix instead pursued relief in federal court. To that end, it filed suit in the Eastern District of Texas under 42 U.S.C. § 1983, seeking an injunction against Babin “from pursuing any pending indictment against Netflix or seeking to reindict Netflix for any charge related to Cuties.” Barely a month later, Babin moved for summary judgment, contending that Netflix’s request for injunctive relief with respect to the original indictment filed under § 43.262 was moot because he had dismissed it and had also adopted a “policy precluding any Tyler County prosecution under” that section “unless and until constitutional concerns, including those raised by Netflix, are resolved.” He additionally argued, as he does now on appeal, that the district court should decline to exercise its jurisdiction under Younger. In response to Babin’s motion for summary judgment, Netflix filed an emergency motion to obtain grand-jury discovery, arguing that the discovery was necessary because Babin was pointing to the grand jury as an “independent intermediary” that substantiated his belief that Cuties was indeed child pornography. The district court agreed, granted the motion, and ordered Babin to produce the discovery for in camera review. Babin then petitioned for mandamus, asking us to direct the district court to withdraw the discovery order. In a per curiam opinion, a different panel of this court denied Babin’s mandamus petition but directed the district court to address Younger abstention “at the earliest opportunity.”[5] Two months later, the district court did just that. After a seven-hour evidentiary hearing, in which Babin himself testified, the district court issued a detailed, 24-page order finding that he had acted in bad faith and that Younger therefore did not apply. It accordingly enjoined Babin “from prosecuting or otherwise pursuing the [four new indictments] against Netflix or from seeking to reindict Netflix under § 43.262 of the Texas Penal Code in connection with the motion picture Cuties.” Babin appealed. II We first address, as the district court did, an issue concerning our subject-matter jurisdiction.[6] Babin argues that Netflix’s request for injunctive relief with respect to the first indictment under § 43.262 is moot because he (1) dismissed that indictment, and (2) issued a policy precluding any Tyler County prosecution under § 43.262. The district court determined that neither of these two facts mooted Netflix’s request for relief. Reviewing that determination de novo,[7] we agree. Babin’s proffered reasons for mootness fall under the category of voluntary cessation—a familiar but “stringent”[8] exception to the mootness doctrine that we view with a “critical eye.”[9] That is because the defendant claiming that his voluntary cessation moots a claim “bears the formidable burden of showing that it is absolutely clear the allegedly wrongful behavior could not reasonably be expected to recur.”[10] As applied here, Babin must show that it is “absolutely clear” that Netflix’s prosecution in Tyler County under § 43.262 for its promotion and streaming of Cuties could not reasonably be expected to recur in light of his dismissal of the first indictment and his new non-prosecution policy. Babin has not carried that “formidable burden” here. He dismissed the first indictment without prejudice, so he is free to pursue the charges under § 43.262 against Netflix again. And that re-prosecution remains a real possibility even in light of Babin’s newly issued “policy.” As the district court noted, Babin’s policy is expressly contingent on, among other possibilities, judicial resolution of § 43.262′s constitutionality—an issue that, to date, has not been definitively resolved by either of Texas’s two high courts.[11] Such contingencies do not provide us the absolute clarity we would need to dismiss on mootness grounds. True, we have said before that voluntary cessation by a governmental official like Babin is given “some solicitude.”[12] But the presumption of good-faith cessation is defeated when, as here, there is no controlling statement of future intention, the change in conduct is suspiciously timed, and the defendant continues to defend the challenged behavior.[13] Babin’s policy (as we have already noted) says little about his future intention, he issued the policy shortly after this federal litigation began, and he continues to defend the constitutionality of § 43.262. For these reasons, Babin cannot carry his heavy burden of showing mootness. Besides, the solicitude ordinarily afforded to government officials like Babin is premised on a “presumption of good faith,”[14] which is precisely the presumption being questioned here. III Just as we must ensure the existence of our subject-matter jurisdiction, we must also ensure that exercising it does not offend principles of “Our Federalism.”[15] Fidelity to at least one of those principles, as articulated in the canonical case of Younger v. Harris,[16] often requires us to abstain from interfering with a pending state criminal proceeding, even when it implicates a defendant’s federal constitutional rights.[17] As the Supreme Court recently observed, “many federal constitutional rights are as a practical matter asserted typically as defenses to state-law claims.”[18] So, to reverse that posture[19] by asking a federal court to exercise its extraordinary equitable powers amidst an ongoing state proceeding, the plaintiff must come with equally extraordinary allegations.[20] Allegations of “bad faith and harassment,” the Supreme Court has said, can usually fit the bill.[21] While states certainly have a legitimate interest in the enforcement of their criminal laws, they have no such interest when the enforcement of those laws is carried out in bad faith. “With respect to the interests of the State,” we have said, “it by definition does not have any legitimate interest in pursuing a bad faith prosecution brought to retaliate for or deter the exercise of constitutionally protected rights.”[22] Comity, the notion that largely undergirds the relational jurisprudence between state and federal courts, gives way once good faith does. As we put it decades ago, if the “state’s legal machinery is being used in bad faith,” relying “upon comity is to beg the question.”[23] That said, we are never eager to find bad faith, particularly of public servants.[24] The Supreme Court has recognized the “longstanding presumption of regularity accorded to prosecutorial decisionmaking,”[25] and has similarly observed that “the Government retains broad discretion as to whom to prosecute.”[26] Consistent with those principles, we have made clear that “the ‘bad faith’ exception [to Younger abstention] is narrow and should be granted parsimoniously.”[27] Thus, a plaintiff seeking to short-circuit the usual prosecutorial process by invoking the protection of a federal court “may overcome the presumption of abstention” by showing “proven harassment” or that the “prosecutions [were] undertaken by state officials in bad faith without hope of obtaining a valid conviction.”[28] In this case, Netflix alleges that Babin acted in bad faith because (1) he retaliated by seeking four new indictments for Netflix’s decision to file a pretrial writ of habeas corpus, and (2) he has no hope of obtaining a valid conviction against Netflix under either § 43.262 or § 43.25 of the Texas Penal Code. Babin rejects each of these allegations and counters that, even if they were true, the grand jury—as an independent intermediary—found probable cause to indict Netflix and thus broke the chain of causation. We address the district court’s findings and conclusions regarding bad faith and causality in turn. A The district court found that Babin prosecuted Netflix in bad faith— a finding of fact that followed discovery and a seven-hour evidentiary hearing at which Babin testified. Babin contends on appeal that the district court’s finding in this respect was not only erroneous but clearly so—a contention, we are mindful, that must also surmount considerable deference to the district court’s credibility determinations.[29] After carefully reviewing the record and the parties’ arguments at this preliminary stage in the proceedings, we are not left “with the definite and firm conviction that a mistake has been committed.”[30] To the contrary, sufficient evidence supports the district court’s findings. We begin by noting the temporal element overlaying the criminal prosecution of Netflix. After Babin initially charged Netflix and issued a press release about the unprecedented prosecution, the case sat idle for a year. There is no evidence of any effort to move the case along. Then, shortly after Netflix filed its habeas petition, there was a burst of prosecutorial alacrity. The four new indictments Babin successfully obtained following Netflix’s habeas petition stand in sharp contrast to the relative quietude that Netflix enjoyed after the first indictment was filed. The inflection point—Netflix’s assertion of its First Amendment rights—is difficult to overlook. In its briefing, Netflix puts the timing in perspective: Babin waited more than 400 days from the date of the first indictment to multiply the proceedings under a more severe statute—a lull that abruptly ended after Netflix petitioned for relief. We can begin, then, to trace the abozzo of retaliation from the timeline alone.[31] It is true, of course, that innocuous reasons could just as well explain the timing of the indictments. After all, Babin initiated the criminal proceedings against Netflix at the height of the COVID-19 pandemic, and we do not pretend to know the demands of the Tyler County criminal docket. Nor, by the same token, do we suggest that animus inevitably underlies any prosecution that does not follow the standard course. But in light of Netflix’s other allegations, one could reasonably make a more unfavorable inference from the atypical timeline, as the district court did and was well within its discretion to do.[32] The Lowry decision issued by the Texas First Court of Appeals provides some insight. On the one hand, Babin testified that Lowry—again, which declared § 43.262 facially unconstitutional—had no influence on his decision to drop the initial indictment and seek the four new ones against Netflix under a different statute. Yet, on the other hand, Babin now defends his decision to drop the initial indictment because, as he explains, “when faced with a constitutional flaw in a charging document, prosecutors are supposed to drop the charges.” We respect Babin’s explanation and his appeal to the constitutional oath that we all must take, but it is difficult for us to understand it without reference to Lowry. If Lowry did not influence his decision, precisely what new “constitutional flaw” Babin saw in the first indictment after Lowry was decided is unclear from the record. In his deposition, Babin merely explained that he “became aware of . . . some case law” that was cited in Netflix’s habeas petition. Which cases those were he did not remember. We also cannot help but see the same tension in Babin’s post-lawsuit policy of not prosecuting anyone under § 43.262 until “the Lowry decision has been . . . abrogated.” Lowry played no role in his decision to drop the initial indictment, Babin submits, yet he subsequently adopted a policy precluding any prosecution under § 43.262 until Lowry was abrogated. These inconsistencies, which the district court noted in its order, and which we can glean from the record, warrant our skepticism in other respects. As we have noted a few times already, Babin multiplied the first indictment into four new ones after Netflix filed its habeas petition. The multiplicity of prosecutions is a hallmark of bad faith under Younger,[33] especially when those charges are brought under a more severe criminal statute—a practice we have called “upping the ante.”[34] We also cannot ignore the way in which Babin secured all five indictments against Netflix. Rather than show the entire film to either of the empaneled grand juries, Babin showed only curated clips and images of the most provocative scenes. We in no way suggest, contra United States v. Williams, that prosecutors are constitutionally obliged to show “substantial exculpatory evidence” to the grand jury.[35] But considering all the other allegations against him, Babin’s refusal to show the grand jury the entire film (a mere 96 minutes) gives us reason to question the evenhandedness of his prosecutorial tactics. Many of Babin’s counterarguments to these various charges of bad faith are, in some way or another, tied to his prosecutorial discretion. By way of example, Babin reminds us that his discretion gives him leeway to multiply charges, show the grand jury only inculpatory evidence, and seek more severe penalties under a different statute. We have no trouble accepting any of these arguments, at least in the abstract. But Babin’s repeated appeals to prosecutorial discretion really only serve to invite the question rather than answer it. Like any other public official, prosecutors can exercise their discretion in good faith or bad. So to say that a particular decision was merely an exercise of discretion does not bring us any closer to resolving the issue, at least in Babin’s favor. But what does bring us closer (and not in Babin’s favor) is the evidence regarding what the parties refer to as the “Jane Doe indictment.” The Jane Doe indictment concerned the one nude scene in Cuties (a brief flash of a breast) involving an actress who was over the age of eighteen at the time Cuties was filmed—a fact the district court confirmed after discovery in the proceedings below. Most tellingly, during his meeting with Netflix after filing the original indictment, Babin expressed no interest in seeing proof that the actress was of age. He instead told Netflix that the “gravamen” of the indictment was the “suggestive way in which the younger, clothed girls (the Cuties) danced.” Nevertheless, Babin sought and obtained an indictment against Netflix for the Jane Doe scene more than 400 days later. What changed Babin’s mind in those 400-plus days with respect to Jane Doe is, at best, unclear. Babin’s only explanation for this about-face, as he phrased it during the evidentiary hearing, was rather terse and unilluminating: “Visual inspection of the image.” The context surrounding that statement is equally unsatisfying. Babin merely emphasized that he had “absolutely no burden whatsoever” to show that Jane Doe was under eighteen and that he is entitled under the statute to simply look at the image to determine probable cause. In other words, despite identifying no new facts or evidence during the lengthy period between the indictments, despite previously declining an offer of proof from Netflix that the actress was over the age of eighteen, despite assuring Netflix that the original indictment concerned only the “younger, clothed girls,” and despite having watched the film already, Babin changed his mind and charged Netflix for the Jane Doe scene in a standalone felony indictment for child pornography for one reason: looking at the scene (again). That the district court concluded Babin had no real hope of obtaining a valid conviction for that scene is, therefore, not altogether surprising. The picture only becomes bleaker for Babin if we step back and consider the Jane Doe indictment (and the others) in the larger legal context. It is still the case that Babin remains the only prosecutor in the country to have charged Netflix for child pornography based on its promotion and streaming of Cuties.[36] Granted, community standards will inevitably differ on whether a particular work depicts “sexual conduct,”[37] and the standards in Babin’s community may well be more conservative in this respect—a potential reality that we in no way suggest is misguided or puerile. But Babin’s lone prosecution is a hard reality to ignore, if not especially because Netflix is, by all appearances, a mainstream platform with roughly a quarter- billion global subscribers.[38] In other words, if Babin is indeed correct that the Jane Doe scene (or any other scene, for that matter) constituted “sexual performance by a child,”[39] that means Netflix streamed child pornography across the nation to millions of viewers, only to face a fractured set of indictments from a single prosecutor in Tyler County. That is theoretically possible, of course, but this anomaly, charitably speaking, only reinforces our view that Babin had no hope of obtaining a valid conviction for the content alleged in the Jane Doe indictment.[40] Babin, for his part, defends his decision to indict Netflix for the Jane Doe scene by pointing out that he was not “on notice” of Jane Doe’s age until after this federal litigation began. And there was nothing unusual about refusing to see proof of Jane Doe’s age, Babin continues, because her scene “was not at issue in the original indictment.” On this point, Babin is mostly right. He never had definitive proof that Jane Doe was of age when he indicted Netflix a second time (or the third, fourth, and fifth times), and we can take him at his word when he says that he refused to see such proof because she was not part of the original indictment. We fail to see, however, why any of that matters. Like the district court, we cannot discern any coherent explanation for why Babin had an epiphany about the illegality of the Jane Doe scene more than a year after watching the film. If better reasons support his decision—or any non-conclusory reason at all—he has not pointed us to them. Our independent review of the record has likewise yielded no satisfying answer. We also note that, whatever precipitated the Jane Doe indictment, Babin does not attempt to defend that indictment on the merits—presumably because, as far as we can tell, there are none. So whether we measure the likelihood of Babin obtaining a valid conviction against Netflix from the time at which he filed the original indictment, the time at which he filed the four new ones, or at any point during the federal proceedings below, there was never any remote chance of Babin obtaining a valid child-pornography conviction against Netflix for a scene involving an adult.[41] And that is true whether we judge Babin’s actions under the criminal statute he invoked for the first indictment (§ 43.262) or the one he invoked for next four indictments (§ 43.25(d)). Either way, the law was “clearly inapplicable.”[42] The questionable factual underpinnings of the indictment, as we have already outlined above, persuade us that Babin likely knew that from the beginning and proceeded with the indictments anyway.[43] All of this, to be sure, is not to suggest that Babin’s arguments have no force and that neither we nor the district court can be moved from the conclusions reached in this preliminary posture. Taken one by one, Babin’s arguments are well taken. But we agree with the statement of counsel for Netflix made at oral argument that this case looks like a “mosaic” of bad faith, largely pieced together with credibility determinations that only the district court was able to make. However persuasive we might find Babin’s arguments individually, we cannot help but step back and conclude that the whole picture does not resemble what we would otherwise presume to be a good-faith prosecution. Thus, finding no clear error in the district court’s findings, we do not disturb them. B Before moving to whether Netflix has met the traditional requirements for preliminary injunctive relief, we must first consider a cluster of issues that Babin raises concerning the causal element in this case. Babin specifically contends: (1) the district court did not apply the correct causation standard; (2) his indictments did not “actually chill” Netflix’s speech; and (3) the grand juries served as independent intermediaries that broke the chain of causation between his alleged animus and Netflix’s injury. We address each of these issues in turn. First, we find no merit to Babin’s contention that the district court failed to apply the correct causation standard in its retaliation analysis. While he cites Fifth Circuit precedent rightly applying the “major motivating factor” test,[44] that same precedent also rejected a heightened standard of causation at the preliminary-injunction stage of proceedings. “The standard to show likely success on the merits,” we have said, “is obviously lower than that for establishing actual success on the merits during the hearing for a permanent injunction.”[45] Thus, because we are evaluating only whether Netflix is likely to succeed on the merits, our standard is more lax: Netflix need only show that Babin’s retaliation was motivated “at least in part” by Netflix’s decision to file a habeas petition.[46] The district court applied that standard and found that it was met here.[47] Second, Babin contends that Netflix cannot succeed on its retaliation claim because it has not shown that its speech was actually chilled.[48] Indeed, he says, Netflix continues to stream and promote Cuties to this day despite his prosecution. Netflix does not dispute the factual point, and we take no issue with Babin’s understanding of what our precedent requires. The problem is that Babin cites cases concerning First Amendment retaliation claims, and we are dealing with retaliation only in the Younger-abstention context.[49] Actual chill is required for the former but not the latter. As we held in Wilson, the presumption underlying Younger “does not obtain when the prosecution itself effects the constitutional violation.”[50] And so the prosecution has here. Netflix need not establish an additional constitutional violation, like the chill of free speech, separate and apart from the very constitutional violation that warrants the exercise of our jurisdiction.[51] Third, and finally, we must address an issue that so often arises in retaliatory cases: whether an independent intermediary broke the chain of causation that would otherwise connect the defendant’s animus to the plaintiff’s injury.[52] Babin’s position here is that, even if the allegations of bad faith were true, two grand juries still found probable cause to indict Netflix for child pornography based on its showing of Cuties. Therefore, Babin argues, Netflix cannot show that he proceeded “without hope of obtaining a conviction”[53] as a matter of law. This argument has some force, particularly considering that not one but two grand juries agreed with Babin and found probable cause to indict Netflix. Our deep respect for the courts of Texas extends to the citizens of that state who nobly carry out their entrusted civic duties. That said, we are not convinced that the independent-intermediary doctrine applies here for at least two reasons. The first concerns precedent. In the very case establishing the bad-faith exception to Younger, the Supreme Court concluded that a federal injunction was warranted for a state prosecution even when criminal indictments had been obtained.[54] The fact of the indictments’ existence did not appear to affect the Court’s holding that the plaintiffs had plausibly made a claim of bad faith.[55] Granted, the Court’s record on bad-faith prosecutions is rather sparse,[56] and the risk of reading too much from a rather procedurally complicated case like Dombrowski is real. But as “middle-management circuit judges,”[57] we are not prepared to deviate from what we can reasonably glean from the U.S. Reports. Additionally, on a more practical level, we think holding otherwise would virtually vitiate the bad-faith exception—at least as applied to prosecutors, who must always seek a determination of probable cause from an independent intermediary, whether it be from a grand jury or magistrate. In our view, a holding of that import would be improper while Dombrowski remains good law.[58] The second concerns Babin’s presentation of the evidence. Even if we were to assume, for argument’s sake, that the independent-intermediary doctrine applied to bad-faith prosecutions under Younger, Babin likely cannot invoke it in this case. That is because we have recognized, in limited circumstances, that the doctrine does not apply when state officials “withhold any relevant information from the” grand jury.[59] As the district court found, Babin did not show the entire film to either of the grand juries. He instead showed only clips and images of the most provocative scenes. Consideration of context is critical when it comes to the exercise of free speech, especially when, as here, its exercise has criminal consequences.[60] So in light of Babin’s candid admissions that he did not show the grand juries the entire length of the film (or even the more immediate context of the few scenes he showed), we agree with the district court that the two indictments he obtained likely cannot insulate his actions. IV We must now determine whether the district court, having correctly decided not to abstain under Younger, nevertheless abused its discretion by preliminarily enjoining Babin from prosecuting Netflix. “A plaintiff seeking a preliminary injunction must establish that he is likely to succeed on the merits, that he is likely to suffer irreparable harm in the absence of preliminary relief, that the balance of equites tips in his favor, and that an injunction is in the public interest.”[61] Much of our discussion thus far has touched indirectly on these equitable considerations, so for many of the same reasons, along with the ones that follow, we agree with the district court that Netflix is entitled to preliminary injunctive relief. We begin with arguably the most important factor: likelihood of success on the merits.[62] Compared to its discussion of Younger abstention, the district court undertook a relatively extensive merits discussion of Netflix’s First Amendment claims, accounting for various factors that state and federal courts have used to determine the existence of child pornography.[63] We appreciate and applaud the district court’s thoroughness, but we find that no similar treatment is warranted here. The parties dedicate only a few pages of their briefing to this factor, and that may be based on their understanding of Wilson v. Thompson, in which we held that a showing of Younger‘s bad-faith exception was tantamount to a showing of likelihood of success on the merits.[64] So, suffice it to say, because we have already determined that Babin had no hope of obtaining a valid conviction and that his independent-intermediary defense is unlikely to succeed, Netflix has in turn shown likelihood of success on the merits.[65] We can likewise address the remaining preliminary-injunction factors in short order. Netflix has shown at this stage that it has been subjected to a bad-faith prosecution, an injury we have already deemed “irreparable.”[66] Netflix need not establish any further constitutional injury, like the chill of its speech.[67] The balance of equities also favors Netflix. It has an obvious interest in the continued exercise of its First Amendment rights, and the State has no legitimate interest in a bad-faith prosecution.[68] Our precedent similarly establishes that injunctions protecting First Amendment rights “are always in the public interest.”[69] Netflix has therefore shown that it is entitled to preliminary injunctive relief. V We end with what we expressed at the beginning. We do not take accusations of prosecutorial bad faith or harassment lightly. Nor, absent extraordinary circumstances, are we inclined to exercise our jurisdiction in a way that interferes with ongoing state-court proceedings. But the injunction is preliminary, our review is deferential, and existing Supreme Court precedent has calibrated the principles of equity and federalism in a way that authorized the district court’s intervention. For these reasons, the judgment below must be AFFIRMED.

 
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