PTAB
Advanced fields
147 decisions · 498msnewest first
  • PTAB · Feb 7, 2024 · IPR2022-01347 · APJ Donna M Praiss · IPR · Final written decision

    Claims 1, 3–8, 11, and 12 are unpatentable as obvious over each of four grounds: Plante and Cho, with or without Maples, and Plante and Patterson, with or without Maples.

    RulingsFinal written decision
    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “(POSITA or POSA) “would have had at least a Bachelor’s degree in mechanical engineering, biomedical engineering, or similar technical degree and at least 3 years of experience in the medical device industry, including experience with containers and valves used in disposable medical devices.” Pet. 16 (citing Ex. 1002 ¶ 49). Petitioner further asserts that such a person would have collaborated with a team member with training and experience in the chemical/biological aspects of the invention, having a Ph.D. in microbiology, molecular biology, biochemistry, or related discipline and “at least two years of post-graduate experience in the area of biological sample preservation and nucleic acid extraction, preservation, and analysis.” Id. at 16–17 (citing Ex. 1011 ¶¶ 24–26). Patent Owner does not dispute using Petitioner’s proposed definition. PO Resp. 6.8 We apply Petitioner’s proposed definition because it is consistent with the problems addressed in the ’646 patent and the prior art of record. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings on ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown” (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 162 (Fed. Cir. 1985))).” slip op. at 9

    • Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble limitingDecided for petitioner

      “Inc., 868 F.2d 1251, 1257 (Fed. Cir. 1989)). “In general, a preamble limits the invention if it recites essential structure or steps, or if it is ‘necessary to give life, meaning, and vitality’ to the claim.” Id. (quoting Pitney Bowes, Inc. v. Hewlett-Packard Co., 182 F.3d 1298, 1305 (Fed. Cir. 1999)). “Conversely, a preamble is not limiting ‘where a patentee defines a structurally complete invention in the claim body and uses the preamble only to state a purpose or intended use for the invention.’” Id. (quoting Rowe v. Dror, 112 F.3d 473, 478 (Fed. Cir. 1997)). The court in Catalina noted that although no litmus test exists for determining whether to treat a preamble as a limitation, several “guideposts” have emerged from the case law in this area. Id. In particular, guideposts tending to show that the preamble is a claim limitation include: Jepson claiming, dependence on a particular disputed preamble phrase for antecedent basis, when the preamble is essential to understand limitations or terms in the claim body, and when the preamble recites additional structure or steps underscored as important by the specification. Id. On the other hand, the preamble might not constitute a claim limitation when the claim body describes such a structurally complete invention that deleting the preamble phrase does not affect the structure or steps of the claimed invention. Id. at 809. Also, “preambles describing the use of an invention generally do not limit claims because the patentability of apparatus or composition claims depends on the claimed structure, not on the use or purpose of the structure.” Id.” slip op. at 13

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownDecided for petitioner

      “the claim must be given their plain meaning unless the plain meaning is inconsistent with the Specification. In re Zletz, 893 F.2d 319, 321 (Fed. Cir. 1989). Additionally, ordinary, simple English words whose meaning is clear and unquestionable are to be construed to mean exactly what they say–– absent, of course, any indication that their use in a particular context changes their meaning. Chef America, Inc. v. Lamb-Weston, Inc., 358 F.3d 1371, 1372 (Fed. Cir. 2004). The abstract of the ’646 patent describes isolating and preserving cells from bodily fluids “for cellular analysis” and “genomic studies.” Ex. 1001, code (57). In the field of the disclosure portion of the ’646 patent, cells isolated from bodily fluids are preserved “for studies in any of: functional genomic and epigenetic studies, and biomarker discovery.” Id. at 1:25–29. In the background section, the ’646 patent describes the interest in “large-scale epigenetic research” for the purpose of “understanding the mechanisms of gene-environment interactions” suggesting that “epigenetic mechanisms may provide a molecular memory of environmental experiences.” Id. at 1:60–67. The background section further describes the challenges of collecting bodily fluids, such as saliva, is that it is a digestive fluid that can be rich in proteases and that existing solutions used to stabilize cells from blood, which is a transporter fluid, “will not protect cells from proteases found in some bodily fluids, such as saliva.” Id. at 3:24–36, 4:43–47. The detailed description section of the ’646 patent discloses “a solution for preserving cells in one or more bodily fluids, such as saliva and urine” that “may be beneficial for further separation into cell types and downstream molecular analysis” and “allows for storage of cells in the bodily fluid to retain their antigenicity and cellular architecture.” Id. at 16:9–15. The Specification describes some embodiments of solutions for preserving cells in one or more bodily fluids where the solutions contain a chemical fixing agent, a protease inhibitor, an antimicrobial agent, serum proteins, and are buffered to preferred pH ranges. Id. at 16:15–22. Thus, the plain meaning of “preserving a biological sample,” consistent with the ’646 patent disclosure focused on maintaining the architecture of cells contained in a bodily fluid that may include digestive proteases for further study downstream, is “preserving the integrity of a cell contained in a bodily fluid sample.”” slip op. at 15

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededNot reached

      “We agree that it is not necessary for us to construe these claim terms because neither party asserts that they are material to the asserted grounds in the Petition. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (“[W]e need only construe terms ‘that are in controversy, and only to the extent necessary to resolve the controversy.’” (quoting Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999))).” slip op. at 18

    Patent outcomesUS 11,002,646 unpatentable
    Claim construction§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 11,002,646
  • PTAB · Jan 25, 2024 · IPR2023-01167 · APJ Zhenyu Yang · IPR · Institution

    The Board denied institution because the petition did not show a reasonable likelihood of prevailing on any challenged claim under the asserted obviousness grounds.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “When asserting unpatentability under obviousness, the patent challenger must show a reasonable expectation of success, that is, “the likelihood of success in combining references to arrive at the claimed invention.” Intelligent Bio-Sys., Inc. v. Illumina Cambridge Ltd., 821 F.3d 1359, 1367 (Fed. Cir. 2016). Thus, “[t]he reasonable-expectationof-success analysis must be tied to the scope of the claimed invention.” Teva Pharms. USA, Inc. v. Corcept Therapeutics, Inc., 18 F.4th 1377, 1381 (Fed. Cir. 2021); Allergan, Inc. v. Apotex Inc., 754 F.3d 952, 966 (Fed. Cir. 2014) (holding the trial court’s failure to consider the appropriate scope of the claimed invention in evaluating the reasonable expectation of success constitutes a legal error). Relevant to our Decision here, claim 3 requires its microbial lipid to have, among others, at least 60% by weight DHA in the triglyceride fraction and an AV of 0.5 to 26.” slip op. at 10

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “For purposes of this Decision, we adopt Petitioner’s definition of the skill level because it is consistent with the prior art’s demonstration of the level of ordinary skill at the relevant time. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (holding that the prior art itself can reflect the appropriate level of ordinary skill in the art).” slip op. at 7

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached

      “We emphasize that our finding is not on lack of reasonable expectation of success per se. Instead, we merely find neither the Petition nor the Curtis Declaration persuasively addresses “the expected differences in the oxidizability and oxidation rate—and their expected impact on anisidine values—of an oil containing 42% ARA (for which Schaap discloses limited experimental data) versus one containing 60% DHA in the triglyceride fraction (for which Schaap does not).” See id. at 27. In sum, we find Petitioner has not shown sufficiently that an ordinarily skilled artisan, based on the teachings of the asserted prior art, would have had a reasonable expectation of success for the appropriate scope of the claimed invention (that is, a microbial lipid having at least 60% DHA in the triglyceride fraction and an AV of 0.5 to 26). As a result, on this record, Petitioner has not established a reasonable likelihood that it would prevail in this challenge.” slip op. at 13

    § 103 obviousnesscites Phillips
    Patents in suitUS 10,392,578
  • PTAB · Dec 13, 2023 · IPR2023-00991 · APJ Jon B Tornquist · IPR · Institution

    The Board instituted review of claims 1 and 13–17 on all petition grounds, finding a reasonable likelihood of success on at least one challenge to claim 13 based on combinations involving Lee or Johnson.

    RulingsInstitution decision
    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed board ownOther

      “stackable add-on layer” requires something more than just any type of layer that is directly or indirectly adhered to the substrate or dielectric layer. First, the plain language of the claim does not require merely a “layer” having a plurality of vertically oriented semiconductor memory cells, but rather “a stackable add-on layer.” Ex. 1001, 12:29–32. Second, the written description of the ’702 patent strongly suggests that a “stackable add-on layer” is formed separately from the substrate and then stacked on and bonded to the substrate or a dielectric layer above the that in the invention “a plurality of vertically oriented semiconductor memory devices, or cells, may be added to a separately fabricated substrate that includes electrical devices and/or interconnect lines.” Id. at 1:47–50 (emphasis added). Likewise, the specification explains that an SOI layer refers to “a relatively thin, single crystal portion of a semiconductor wafer that can be cleaved and bonded to another previously fabricated wafer, or similar type of substrate.” Id. at 4:47–51. “In this context,” the ’702 patent explains, “the SOI layer may be thought of as an attachment layer, or stackable add-on structure which is suitable for bonding to a semiconductor substrate already containing devices and/or interconnections.” Id. at 4:53– 57. Again, this suggests that a “stackable add-on layer” is separately formed and then bonded to a previously fabricated substrate. Given the structure of the claims and the description of the invention in the written description of the ’702 patent, we preliminarily construe “stackable add-on layer” to be a layer that is formed separately from the substrate and then bonded to the substrate or a dielectric layer above the substrate. We do not understand a “stackable add-on layer” to include memory cells that are formed by sequential deposition on or above a substrate or dielectric layer without being added to a separately formed substrate. slip op. at 8

    • Claim Construction › Intrinsic evidence (Phillips canons) › Specification disavowal / 'present invention' languageTerm construed board ownOther

      “Independent claims 1 and 13 do not specify how the stackable add-on layer is bonded to the dielectric layer. Nor does Petitioner assert that the plain and ordinary meaning of “bonding” refers to “wafer bonding.” Thus, to limit the claims to wafer bonding, Petitioner must identify a clear expression of intent in the ’702 patent to define “bonding” as “wafer bonding,” or a clear disavowal of claim scope demonstrating that non-wafer bonding methods are outside the reach of the claims. See Thorner v. Sony Comp. Entm’t Am. LLC, 669 F.3d 1362, 1365 (Fed. Cir. 2012). Petitioner does not contend that the patentee acted as its own lexicographer by defining “bonding” as “wafer bonding,” a term that does not even appear in the ’702 patent. Id. at 1365. Nor are we directed to any clear disavowal indicating that methods of bonding other than “wafer bonding” are outside the scope of the claims. Id. at 1366. Thus, we decline to construe “bonded” in claims 1 8 Wafer bonding is a method in which semiconductor layers are formed on separate wafers and then bonded together to create a stacked semiconductor structure. Ex. 1003 ¶ 41. that the standards for lexicography and disavowal are “exacting”). As noted by Petitioner, the ’702 patent describes an SOI layer that is wafer bonded to a previously fabricated substrate. Ex. 1001, 4:47–53. Independent claims 1 and 13, however, do not require an SOI layer, and the disclosure of a single embodiment in which wafer bonding is used is not sufficient to import such a limitation into the claims. See Deere & Co. v. Bush Hog, LLC, 703 F.3d 1349, 1354 (Fed. Cir. 2012) (“While claim terms are understood in light of the specification, a claim construction must not import limitations from the specification into the claims.”); Computer Docking Station Corp. v. Dell, Inc., 519 F.3d 1366, 1374 (Fed. Cir. 2008) (“Nonetheless, this court will not countenance the importation of claim limitations from a few specification statements or figures into the claims.”). In summary, we preliminarily construe “stackable add-on layer . . . the first stackable add-on layer is/being bonded” to require a separate layer that is formed apart from the substrate and then subsequently bonded to the substrate or a dielectric layer above the substrate.9 We do not construe independent claims 1 or 13 to require any particular form or method of bonding.10” slip op. at 10

    • PTAB / AIA Trials › Discretionary denial › General Plastic (serial petitions)Decided for petitioner

      “The evidence of record demonstrates that Petitioner and Micron jointly developed the 3D NAND technology that is generally at issue in the district court litigation, and the parties have acknowledged “their long-term joint development partnership” for this technology. Ex. 1013 (district court complaint); Ex. 2010 (“Micron and Intel Extend their Leadership in 3D NAND Flash memory.”); Ex. 2016 (discussing the end of Intel’s and Micron’s NAND partnership). There is no assertion, however, that all 3D NAND technology infringes the challenged claims of the ’702 patent, and Micron and Intel are not accused of infringing the ’702 patent based on the same products and are not co-defendants in any district court litigation. Further, Patent Owner presents no persuasive evidence that the two parties collaborated on the development of either of the accused products, as opposed to general 3D NAND technology, and Petitioner represents that the two parties filed their petitions independently and without coordination or cooperation. Prelim. Reply 1–2; Ex. 2016, 1 (noting that each company sought to independently develop 3D NAND technology in order to “forge” their own path for future NAND development and “better optimize the technology and products for their individual business needs”). relationship between Petitioner and Micron, and Petitioner is not the same petitioner as the petitioner in IPR2023-00900. Thus, General Plastic factor 1 weighs against discretionary denial.” slip op. at 14

    • PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Decided for petitioner

      “The stipulation filed in the Texas litigation mitigates, to an extent, concerns of potentially conflicting decisions and duplicative efforts between the district court and the PTAB.12 Director’s Memo at 7. Similarly, Petitioner’s stipulation in the Oregon litigation (i.e., that it will not pursue an invalidity defense that the claims challenged in this IPR proceeding are invalid based on grounds that were raised or reasonably could have been raised during the IPR) also mitigates concerns of potentially conflicting decisions and duplicative efforts. Patent Owner contends Petitioner’s stipulation falls short of a Sotera stipulation by carving out any circumstance that “otherwise terminate[s] the instituted IPR.” Prelim. Sur-reply 2–3. Patent Owner interprets this carve- on the patent application publication of the Lee patent. Ex. 1007. Because the disclosures of the Lee patent and patent application publication are substantively identical, we consider the stipulation not to pursue any obviousness ground based on Lee to apply with equal force to Lee’s patent application publication. 12 The stipulation in the Texas litigation bars the defendant from pursuing “any obviousness ground that includes” Lee or Watanabe. IPR2023-00900, Exhibit 1031. Here, Petitioner’s grounds 1A–1F challenge claims 13–17 based in whole or in part on Lee, and grounds 2A–2C and 3 challenge claims 1 and 13 based on combinations of references that do not include Lee or Watanabe. Pet. 3. As such, the grounds to be resolved by the PTAB will differ somewhat from those presented in the Texas litigation. written decision, thereby rendering the stipulation an “empty promise” as the district court in the Texas litigation will undoubtedly resolve validity before a final written decision in this case. Id. at 3. We disagree. We do not understand Petitioner’s stipulation to require that a final written decision be issued before the stipulation takes effect. Rather, so long as an inter partes review is instituted, and until such time as the IPR is terminated or vacated, Petitioner will not pursue any invalidity defense before the district court that is “based on grounds that were raised or could have been raised during the IPR.” Ex. 1034. In summary, given the stipulations filed by the petitioners in the Oregon and Texas litigations, it appears that there will be minimal, if any, overlap between the issues raised in the petitions and in the parallel district court proceedings. Accordingly, Fintiv factor 4 weighs against discretionary denial.” slip op. at 21

    Claim construction§ 103 obviousnessDiscretionary denial
    Patents in suitUS 7,378,702
  • PTAB · Dec 11, 2023 · IPR2023-01063 · APJ Jane E Inglese · IPR · Institution

    The Board denied institution because the Petition did not show a reasonable likelihood that any challenged claim was unpatentable over the asserted grounds.

    RulingsInstitution decision
    • Claim Construction › Intrinsic evidence (Phillips canons) › Preamble limiting or notPreamble limitingDecided for patent owner

      “The disclosures of the ’864 patent thus align with the Patent Owner’s position that the recitation of a “CO to CO2 combustion promoter” in claim 1 constitutes a claim limitation because the disclosures show that the phrase is “necessary to give meaning to the claim[s] and properly define the invention” as described in the patent. In re Fritch, 972 F.2d 1260, 1262 (Fed. Cir. 1992); see also Kropa v. Robie, 187 F.2d 150, 151–152 (CCPA 1951) (determining that a preamble reciting “an abrasive article” should be given patentable weight for a claim further reciting that the article comprised abrasive grains and a binder because “it is only by that phrase that it can be known that the subject matter defined by the claims is comprised as an abrasive article” in view of the fact that “[e]very union of substances capable inter alia of use as abrasive grains and a binder is not an ‘abrasive article.’”). The Patent Owner thus provides factual and legal bases for determining that a “CO to CO2 combustion promoter,” as recited in the preamble of claim 1, is a claim limitation. By not taking a position as to whether a “CO to CO2 combustion promoter” constitutes a claim limitation, the Petitioner does not establish that this recitation is not limiting. We determine that the intrinsic evidence of record is sufficient to establish that a “CO to CO2 combustion promoter” is a limitation of claim 1 because the evidence shows that this phrase is necessary to give meaning to the claim and to properly define the invention. This determination is consistent with the District Court’s corresponding determination in the Markman Memorandum and Order. Ex. 2024, 12–19.” slip op. at 17

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “We find, at this stage, that the asserted prior art itself is sufficient to demonstrate the level of ordinary skill in the art at the time of the invention. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (prior art itself can reflect the appropriate level of ordinary skill in the art). To the extent a more precise definition is required, we apply the Petitioner’s definition for purposes of determining whether to institute review, because it is consistent, on this record, with the disclosures of the asserted prior art references.” slip op. at 7

    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied merits

      “Under Rule 42.104(b)(3)–(4), a Petition must identify “[h]ow the challenged claim is to be construed,” and “[h]ow the construed claim is unpatentable,” by “specif[ing] where each element of the claim is found in the prior art.” 37 C.F.R. § 42.104(b)(3)–(b)(4). The Petitioner’s provision of an unsupported, implicit interpretation of a “CO to CO2 combustion promoter” does not meet these requirements. The Petitioner does not take a definitive position as to whether a “CO to CO2 combustion promoter” constitutes a limitation of claim 1. Nor does the Petitioner provide an express construction of this phrase. Instead, the Petitioner implicitly interprets a “CO to CO2 combustion promoter” in a particular manner, and bases assertions of the unpatentability of claim 1 on this implicit interpretation, without providing any support for the implicit interpretation. The Petitioner’s contentions, therefore, are not sufficient to support institution on Ground 1 because the Petitioner does not establish a reasonable likelihood of prevailing in its challenge to the patentability of at least one claim asserted in this ground. Nor are the Petitioner’s contentions sufficient to support institution on Grounds 1A and 1B, because the Petitioner does not rely on any disclosure in Vaughn ’290, Peters, or Vaughn ’516 for any information that remedies the deficiencies in the Petitioner’s showing for Ground 1.” slip op. at 23

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not found

      “In light of the state of the art as demonstrated by the Patent Owner’s evidence, the Petitioner does not persuasively explain why one of ordinary skill in the art seeking to produce a CO to CO2 promoter would have looked to Miura’s disclosure of a three-way exhaust gas purifying catalyst capable of oxidizing CO formed of platinum supported on the surface layer of microparticles. Nor does the Petitioner explain why this disclosure in Miura would have prompted one of ordinary skill in the art seeking to produce a CO to CO2 promoter to depart from the conventional approach in the art of producing such a catalyst by uniformly distributing platinum throughout a porous support, and instead distribute the platinum on the surface layer of a support. On the record before us, therefore, the Petitioner does not provide sufficient information and explanation to demonstrate that Miura in view of AAPA discloses or would have suggested a “CO to CO2 combustion promoter” as recited in claim 1.” slip op. at 22

    Claim construction§ 103 obviousnessDiscretionary denialcites Phillips · Graham
    Patents in suitUS 11,224,864
  • PTAB · Dec 5, 2023 · IPR2023-00936 · APJ Kimberly Mcgraw · IPR · Institution

    The Board denied institution for claims 1, 2, 4, 9, 10, and 12 under § 314(a), finding the Fintiv factors favored discretionary denial.

    RulingsInstitution decision
    • PTAB / AIA Trials › Discretionary denial › Fintiv (parallel litigation)Institution denied fintivDenied

      “G. Balancing the Fintiv Factors A holistic balancing of the Fintiv factors weighs in favor of discretionary denial. As discussed above, only factor 4 weighs somewhat against discretionary denial. The remaining factors either do not support institution (factors 1 and 6) or weigh in favor of denial of institution (factors 2, 3, and 5). Moreover, Petitioner has not submitted a Sotera-type stipulation or shown compelling evidence of unpatentability that would make discretionary denial inappropriate under the Guidance Memo. Given the late stage of the parallel District Court Proceeding, the substantial investment by the parties in that proceeding, and the lack of strong countervailing considerations, the evidence of record favors exercising our discretion to deny institution of an inter partes review.” slip op. at 32

    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Not reached

      “As such, even if we were to determine that Petitioner’s Nagashima- based challenges met the lower threshold for instituting an inter partes review (a question we need not reach in our Fintiv analysis), these challenges, if unrebutted in trial, do not plainly lead to a conclusion that one or more claims are unpatentable by a preponderance of the evidence.” slip op. at 25

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “1. Level of Ordinary Skill in the Art The level of ordinary skill is a factor to be considered when determining obviousness. See Graham v. John Deere Co., 383 U.S. 1, 17–18 (1966). Petitioner states that a person of ordinary skill in the art would have had a bachelor’s degree in mechanical or electrical engineering or a related field and at least two years of practical experience with printer technology. Pet. 5. Petitioner further asserts that more relevant experience may compensate for less formal education and that more relevant formal education may compensate for less practical experience. Id. (citing Ex. 1003 ¶¶ 27–28). Patent Owner does not propose its own definition but does assert that Petitioner has understated the level of ordinary skill in the art. Prelim. Resp. 9. For the purpose of this Decision, we apply Petitioner’s definition, because Patent Owner presents no countervailing definition and because we find Petitioner’s statement of the level of ordinary skill in the art adequate and supported on this record. We also note that our analysis would not change if we were to apply a higher level of skill in the art.” slip op. at 20

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot shown unpatentableMotivation not foundNot shown unpatentable

      “We agree with Patent Owner that Petitioner has not sufficiently shown that Nagashima discloses or suggests the claimed covering ink ordroplets of covering ink and, thus, Petitioner’s Nagashima-based grounds fail to present a compelling, meritorious, challenge. First, we disagree with Petitioner’s assertion that the ’806 patent defines covering ink as synonymous with “viscous product” so that “covering ink” broadly covers any “viscous product” including printing ink. See Pet. 8–9 (citing Ex. 1001, 3:21–22; Ex. 1003 ¶ 57–61). Rather, the ’806 patent states that “[i]n the present document, the terms of ‘covering ink’, ‘viscous product’ and ‘varnish’ are synonyms.” Ex. 1001, 3:21–22. We understand this sentence to mean that when ’806 patent uses the term “viscous product,” that the term is synonymous with “covering ink” within the ’806 patent, but is not intended to broadly mean that “covering ink” encompasses the entire universe of viscous products. We also determine that there are substantial issues with Petitioner’s argument that Nagashima discloses or suggests using covering ink in its device. Petitioner’s argument that Nagashima does not limit its device to any particular ink and identifies ink having different characteristics, including viscosity, does not plainly lead to a conclusion that Nagashima discloses use of covering ink. See Pet. 8. Nor does Petitioner’s argument that because some inkjet printers have been used to deposit covering ink, and those inkjet printers and Nagashima’s device both involve similar piezo-type ink ejection heads for ejecting different ink types and viscosities, plainly lead to a conclusion that a POSITA would have found it obvious to use Nagashima to apply a covering ink. See Pet. 9–10; Ex. 1003 ¶¶ 62–66; see” slip op. at 24

    § 103 obviousnessDiscretionary denialcites Graham
    Patents in suitUS 8,783,806
  • PTAB · Dec 5, 2023 · IPR2023-01016 · APJ Christopher M Kaiser · IPR · Institution

    Institution was denied because the petition did not show a reasonable likelihood that claims 1–8 were unpatentable over the asserted Shim- or Fujiki-based grounds.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “Because Petitioner relies on Shim and Fey to show that a person of ordinary skill in the art would have understood that fluorine would be present in a crack portion of the Shim or Shim/Lee particle, because the requirement for fluorine to be present in a crack portion appears in all the challenged claims, and because Petitioner does not show sufficiently that Shim and Fey would have suggested the presence of fluorine in a crack portion, we determine that Petitioner has not shown a reasonable likelihood of prevailing with respect to any claim challenged on the basis of Shim.” slip op. at 17

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art “would have had at least a bachelor’s degree in chemistry, chemical engineering, or materials science and at least five years of experience in the field of batteries and battery materials.” Pet. 33. According to Petitioner, “[i]ndividuals with different education and additional experience could still be of ordinary skill in the art if that additional experience compensates for a deficit in their education and experience.” Id. (citing Ex. 1003 ¶¶ 83–91). On the present record, Patent Owner does not contest Petitioner’s definition of a person of ordinary skill in the art. Prelim. Resp. 19–20. In light of the record before us, and for purposes of this Decision, we adopt Petitioner’s proposal regarding the level of ordinary skill in the art. Based on our review of the ’828 patent and the prior art of record, we determine that the definition offered by Petitioner comports with the qualifications a person would have needed to understand and implement the teachings of the ’828 patent and the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings regarding ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown”) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)).” slip op. at 7

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “As explained more fully below, we need not construe any claim terms to determine that Petitioner fails to show sufficiently that the prior art teaches or suggests the subject matter of the challenged claims. Thus, after considering the arguments and information presented in the Petition and Preliminary Response, we determine that we do not need to construe any terms expressly for purposes of this Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”)).” slip op. at 8

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached

      “Because Petitioner relies on Shim and Fey to show that a person of ordinary skill in the art would have understood that fluorine would be present in a crack portion of the Shim or Shim/Lee particle, because the requirement for fluorine to be present in a crack portion appears in all the challenged claims, and because Petitioner does not show sufficiently that Shim and Fey would have suggested the presence of fluorine in a crack portion, we determine that Petitioner has not shown a reasonable likelihood of prevailing with respect to any claim challenged on the basis of Shim.” slip op. at 17

    Claim construction§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 10,741,828
  • PTAB · Nov 15, 2023 · IPR2023-00861 · APJ Christopher M Kaiser · IPR · Institution

    The Board denied institution because Petitioner did not show a reasonable likelihood that any challenged claim was unpatentable on the asserted grounds.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “On this record, we determine that Petitioner advances Dr. Medlin’s testimony to make out a claim limitation that is not suggested, much less taught, by the text of the prior art reference at hand. Because that testimony lacks objective support or adequate technical reasoning, it is entitled “little weight” and, moreover, is insufficient to support institution of trial. Xerox Corp. v. Bytemark, Inc., IPR2022-00624, Paper 9 at 15 (Aug. 24, 2022) (precedential). Dr. Medlin’s remaining testimony relies on the testimony we have discussed so far. Ex. 1004 ¶¶ 201–204, 207–210, 224–226. Accordingly, this testimony does not show sufficiently that Tomosada would have suggested to a person of ordinary skill in the art that anodes should be placed within 10 inches of Tomosada’s hot liquid inlet. Because Petitioner relies on Dr. Medlin’s testimony to show that a person of ordinary skill in the art would have understood that Tomosada suggested placing an anode within 10 inches of a hot liquid inlet to a radiator, and because that testimony does not show sufficiently that a person of ordinary skill in the art would have had such an understanding, we determine that Petitioner has not shown a reasonable likelihood of prevailing with respect to any claim challenged on the basis of Tomosada.” slip op. at 13

    • Expert testimonyPetitioner expert discountedDecided for patent owner

      “To show obviousness, it is not enough to merely show that the prior art includes separate references covering each separate limitation in a challenged claim. Unigene Labs., Inc. v. Apotex, Inc., 655 F.3d 1352, 1360 (Fed. Cir. 2011). “Rather, obviousness requires the additional showing that a person of ordinary skill at the time of the invention would have selected and combined those prior art elements in the normal course of research and development to yield the claimed invention.” Id. (citing KSR Int’l Co. v. Teleflex Inc., 550 U.S. 398, 421 (2007)). “This is so because inventions in most, if not all, instances rely upon building blocks long since uncovered, and claimed discoveries almost of necessity will be combinations of what, in some sense, is already known.” KSR, 550 U.S. at 418–19. On the other hand, an obviousness analysis “need not seek out precise teachings directed to the specific subject matter of the challenged claim, for a court can take account of the inferences and creative steps that a person of ordinary skill in the art would employ.” Id. at 418; accord In re Translogic Tech., Inc., 504 F.3d 1249, 1259 (Fed. Cir. 2007). Nevertheless, “[a] factfinder should be aware, of course, of the distortion caused by hindsight bias and must be cautious of arguments reliant upon ex post reasoning.” KSR, 550 U.S. at 421.” slip op. at 6

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “B. Level of Ordinary Skill in the Art Petitioner asserts that a person of ordinary skill in the art “would have had at least a bachelor’s degree in mechanical engineering, metallurgical engineering, or materials science engineering, and have two or more years of experience in mechanical engineering, metallurgical engineering, or materials science engineering and/or corrosion prevention system design.” Pet. 16 (citing Ex. 1004 ¶¶ 72–75). According to Petitioner, “[a] person could also have qualified as a [person of ordinary skill in the art] with some combination of more formal education (e.g., a Ph.D.) and less technical experience,” or vice versa. Id. at 16–17. “To the extent necessary, the [person of ordinary skill in the art] may have collaborated with other skilled artisans, such that the individual and/or team collectively would have had experience and/or knowledge or particular characteristics of a radiator system.” Id. at 17. “For the limited purpose of [its] Preliminary Response, Patent Owner does not contest Petitioner’s definition of a person of ordinary skill in the art, but it reserves the right to do so if trial is instituted.” Prelim. Resp. 7. In light of the record before us, and for purposes of this Decision, we adopt Petitioner’s proposal regarding the level of ordinary skill in the art. Based on our review of the ’494 patent and the prior art of record, we determine that the definition offered by Petitioner comports with the qualifications a person would have needed to understand and implement the teachings of the ’494 patent and the prior art. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (explaining that specific findings regarding ordinary skill level are not required “where the prior art itself reflects an appropriate level and a need for testimony is not shown”) (quoting Litton Indus. Prods., Inc. v. Solid State Sys. Corp., 755 F.2d 158, 163 (Fed. Cir. 1985)).” slip op. at 7

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededDecided for patent owner

      “C. Claim Construction In an inter partes review, we construe claim terms according to the standard set forth in Phillips v. AWH Corp., 415 F.3d 1303, 1312–17 (Fed. Cir. 2005) (en banc). 37 C.F.R. § 42.100(b) (2022). Under Phillips, claim terms are afforded “their ordinary and customary meaning.” Phillips, 415 F.3d at 1312. “[T]he ordinary and customary meaning of a claim term is the meaning that the term would have to a person of ordinary skill in the art in question at the time of the invention.” Id. at 1313. “Importantly, the person of ordinary skill in the art is deemed to read the claim term not only in the context of the particular claim in which the disputed term appears, but in the context of the entire patent, including the specification.” Id. Both parties argue that we need not construe any terms in order to decide whether to institute trial. Pet. 17; Prelim. Resp. 8. We agree. After considering the arguments and information presented in the Petition and Preliminary Response, we determine that we do not need to construe any terms expressly for purposes of this Decision. See Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017) (citing Vivid Techs., Inc. v. Am. Sci. & Eng’g, Inc., 200 F.3d 795, 803 (Fed. Cir. 1999) (“[O]nly those terms need be construed that are in controversy, and only to the extent necessary to resolve the controversy.”)).” slip op. at 8

    Claim constructioncites Phillips · KSR · Graham
  • PTAB · Sep 28, 2023 · IPR2022-00847 · APJ Brian D Range · IPR · Final written decision

    Claims 21, 22, 25, 26, 28–30, 32–36, 40, 42–44, 47–49, 52, 53, 56–59, 62, 63, 65–68, 71–73, 77, 78, 81, 82, 85, 86, and 88–91 are unpatentable over Begemann, Krames, and Allen; claim 41 is …

    RulingsFinal written decision
    • ExcludeMotion to exclude, deniedDenied

      “Patent Owner’s argument is unpersuasive because the Krames declaration addresses the Patent Owner Response and is relevant to the issues at hand. We start with an important observation: claim 21 (the only independent claim at issue) is an apparatus claim; the claim is directed to a “semiconductor light source.” Ex. 1001, 9:52. One requirement of this apparatus is that it comprise “at least one semiconductor chip” (id. at 10:1) where the “at least one semiconductor chip is a light emitting diode (LED) chip configured to output light at greater than about 40 milliwatts.” Id. at EPRC, 1:34–36. As we explain when addressing claim construction, infra, we adopt Patent Owner’s proposed construction of “a light emitting diode (LED) chip configured to output light at greater than about 40 milliwatts” as meaning “at least one LED chip is capable of emitting light greater than about 40 milliwatts.” See Section III.D, infra (emphasis added). Because of these recitations, Petitioner bears the burden of establishing that the prior art teaches or suggests a semiconductor chip “capable of emitting light greater than about 40 milliwatts.” As explained herein, we determine that in the Petition, Petitioner met this burden by establishing by a preponderance of the evidence that the Krames reference teaches an LED chip that has this capability. Pet. 54 (quoting Ex. 1008, 10). Notably, claim 21 does not require actual operation of anything at greater than 40 milliwatts because claim 21 is not a method claim. Petitioner never had a burden of establishing a method of running the Krames reference’s LED at this power output within a semiconductor light source.” slip op. at 12

    • Skill levelSkill level patent owner adoptedDecided for patent owner

      “We agree with Patent Owner that the challenged claims relate to light fixtures, LED packaging, and LED chip layer structure and that the ’961 patent claims reflect “a hybrid of the light bulb art and semiconductor art.” Resp. 19. The prior art of record, for example, Begemann, likewise reflects “a hybrid of the light bulb art and semiconductor art.” Id. (quoting Pet. 28). Petitioner’s expert, Dr. Lebby, agreed that a person having ordinary skill in the art would need to be “familiar with thermal issues.” Ex. 2015, 26:15– 28:16. While Petitioner’s proposed description of a person having ordinary skill in the art could, in some instances, be sufficient to qualify a person as having ordinary skill, Patent Owner’s proposal is a more complete and accurate description of the level of skill commensurate with the scope of the challenged ’961 patent claims. Patent Owner’s description appears consistent with the prior art and patent specification before us and is supported by witness testimony. See Okajima v. Bourdeau, 261 F.3d 1350, 1355 (Fed. Cir. 2001) (prior art itself may reflect an appropriate level of skill). For the purpose of this Decision, we adopt Patent Owner’s description. We further note that the outcome of our decision would be the same under either party’s asserted skill level.” slip op. at 19

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITATerm construed patent owner constructionDecided for patent owner

      “particularly relevant.” Resp. 14–15. First, Patent Owner argues that “a light emitting diode (LED) chip configured to output light at greater than about 40 milliwatts” means “at least one LED chip is capable of emitting light greater 9 Petitioner states that “Patent Owner thus contends the recited ‘reflective layers’ can include transparent or semi-transparent layers that exhibit some reflectivity (e.g., SiO2) or an interface between two layers (e.g., the buffer and substrate layers) that exhibit differing indices of refraction.” Pet. 20. Patent Owner frames this as being Petitioner’s “novel construction” (Resp. 16), but Petitioner does not expressly endorse this Patent Owner contention. than about 40 milliwatts.” Resp. 14–15. Patent Owner notes that a district court already adopted this construction and notes that the “LED chip” includes LEDs, LED modules, and LED arrays but excludes laser chips, laser modules, and VCSEL chips. Id. (citing Ex. 2003, 15–18). Petitioner argues that the phrase “needs no construction” and that Petitioner’s grounds meet this construction. Reply 1–2. We adopt Patent Owner’s proposed construction because it is well supported by the record including the District Court’s reasoning. Ex. 2003, 15–18. slip op. at 20

    • Claim Construction › Threshold & procedure › Whether a term needs construction (O2 Micro)No construction neededOther

      “It is unnecessary to construe any other claim terms in this Decision because none of the parties’ disputes turn on the meaning of other claim terms. See, e.g., Nidec Motor Corp. v. Zhongshan Broad Ocean Motor Co., 868 F.3d 1013, 1017 (Fed. Cir. 2017).” slip op. at 22

    Patent outcomesUS 6,465,961 mixed
    Claim construction§ 102 anticipation§ 103 obviousnesscites KSR · Graham
    Patents in suitUS 6,465,961
  • PTAB · Aug 28, 2023 · IPR2023-00475 · APJ Wesley B Derrick · IPR · Institution

    Institution was denied because the petition did not sufficiently show that the counter-electrode potential line was one of the claimed main wiring lines coupled to peripheral driving circuits.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “In an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic, 815 F.3d at 1363 (citing 35 U.S.C. § 312(a)(3) as the evidence that supports the grounds for the challenge to each claim’”). When challenging claims based on obviousness, the Petitioner must show that “a skilled artisan would have been motivated to combine the teachings of the prior art references to achieve the claimed invention, and that the skilled artisan would have had a reasonable expectation of success in doing so.” In re Magnum Oil Tools Int’l, Ltd., 829 F.3d 1364, 1381 (Fed. Cir. 2016) (citations omitted). The burden of persuasion, whether for anticipation or for unpatentability for obviousness, never shifts to Patent Owner. See Dynamic Drinkware, LLC v. Nat’l Graphics, Inc., 800 F.3d 1375, 1378 (Fed. Cir. 2015) (citing Tech. Licensing Corp. v. Videotek, Inc., 545 F.3d 1316, 1326–27 (Fed. Cir. 2008)) (discussing the burden of proof in inter partes review). slip op. at 8

    • Skill levelSkill level petitioner adoptedDecided for petitioner

      “problems encountered in the art, the prior art solutions to those problems, the rapidity with which innovations are made, the sophistication of the technology, and the educational level of active workers in the field. See Custom Accessories, Inc. v. Jeffrey-Allan Industries, Inc., 807 F.2d 955, 962 (Fed. Cir. 1986); Orthopedic Equip. Co. v. United States, 702 F.2d 1005, 1011 (Fed. Cir. 1983). Petitioner contends that a person of ordinary skill in the art “would have either a bachelor’s degree in electrical or computer engineering with three years of experience in the field of display technology or a master’s degree with one year of experience in the field of display technology.” Pet. 8 (citing Ex. 1002 ¶¶ 38‒41). Patent Owner, “[f]or purposes of th[e]” slip op. at 6

    • Claim Construction › Intrinsic evidence (Phillips canons) › Plain and ordinary meaning to a POSITAPlain and ordinary meaningDecided for petitioner

      “5. Analysis Claim 1 recites “in a peripheral region of the image display region on the element substrate, a plurality of external circuit connection terminals, a plurality of main wiring lines . . . and peripheral driving circuits.” Ex. 1001, 21:55‒60. The plain and ordinary meaning of this phrase includes that the plurality of main wiring lines and peripheral driving circuits are formed on the element substrate. Claim 1 further recites, for the main wiring lines, “each having one end coupled to each of the plurality of external circuit connection terminals, and peripheral driving circuits coupled to the other ends of the main wiring lines.” Id. at 21:57‒59. The plain and ordinary meaning of this phrase is that each main wiring line is connected at one end to an external circuit connection terminal and, at the other end, to the peripheral driving circuits; this is how Petitioner addresses “a plurality of main wiring lines” as to this portion of claim 1 in accordance with the plain and ordinary meaning. Pet. 15 (“Figure 4 shows wiring lines coupled to the external connection terminals 102 at one end and coupled to peripheral circuits, including data line driving circuit 101, and scanning line driving circuit 104, at the other.”); see also Ex. 1002 ¶ 59. Petitioner and its driving circuit 104 as peripheral circuits. Pet. 15‒16 (citing Ex. 1005 ¶¶ 1, 78‒80, Fig. 4; reproducing Fig. 4 without annotation); Ex. 1002 ¶¶ 56‒59.” slip op. at 13

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successNot reached

      “Petitioner fails, however, to address the clause, “which is at least one of the plurality of main wiring lines,” and the implication that follows from the plain language of the claim. Id. Specifically, as set forth above, the “plurality of main wiring lines” are coupled at one end to peripheral circuits, and Petitioner provides no basis for the wiring 400 (LCCOM) to be coupled to any element identified by Petitioner as a peripheral circuit. Id. at 15‒17 (identifying data line driving circuit 101 and scanning line driving circuit 104 as peripheral circuits). Rather, Petitioner sets forth that wiring 400 (LCCOM) “supplies potential from the external input terminal 102 to the vertical conduction terminal 106 and then to the counter electrode 21 on the counter substrate 20.” Id. at 17 (citing Ex. 1005 ¶ 85, Figs. 3, 4; Ex. 1002 ¶¶ 63‒65). Further, to the extent Petitioner states that Muraide “discloses a counter electrode provided in the peripheral region on a counter substrate that is arranged to face the element substrate” (id. at 16 (citing Ex. 1005 ¶ 41; Ex. 1002 ¶¶ 60‒62)), Petitioner does not clearly identify the counter electrode as a peripheral circuit (id.) and, further, the counter electrode on the counter substrate is not a peripheral driving circuit on the element (“in a peripheral region of the image display region on the element substrate, . . . peripheral driving circuits” (emphasis added))). Accordingly, on this record, we determine that Petitioner fails to sufficiently establish “a counter electrode potential line that supplies counter electrode potential to the counter electrode, which is at least one of the plurality of main wiring lines.” Although Patent Owner did not clearly raise this particular issue, “[i]n an [inter partes review], the petitioner has the burden from the onset to show with particularity why the patent it challenges is unpatentable.” Harmonic, 815 F.3d at 1363 (citing 35 U.S.C. § 312(a)(3)). The burden of persuasion, whether for anticipation or for unpatentability for obviousness, never shifts to Patent Owner. See Dynamic Drinkware, 800 F.3d at 1378. Further, our role is not to remedy the deficiencies in Petitions that fall short. Sirona Dental Sys. GMBH v. Institut Straumann AG, 892 F.3d 1349, 1356 (Fed. Cir. 2018) (quoting SAS Inst. Inc. v. Iancu, 138 S. Ct. 1348, 1356–57 (2018)) (explaining that because “‘the petitioner’s contentions, not the Director’s discretion, define the scope . . . [,]’ [i]t would thus not be proper for the Board to deviate from the grounds in the petition and raise its own obviousness theory” “institut[ing] a different inter partes review”); cf. Magnum Oil Tools, 829 F.3d at 1380–81 (rejecting an argument that the Board properly “ma[de] an obviousness argument on behalf of [petitioner]” that “could have been included in a properly-drafted petition,” because “petitioner . . . bears the burden of proof”).” slip op. at 14

    Claim construction§ 102 anticipation§ 103 obviousnesscites Phillips · KSR · Graham
    Patents in suitUS 7,116,390
  • PTAB · Aug 7, 2023 · IPR2023-00322 · APJ Kimberly Mcgraw · IPR · Institution

    The Board denied institution on all grounds because Petitioner did not show a reasonable likelihood that any challenged claim was obvious.

    RulingsInstitution decision
    • PTAB / AIA Trials › Institution threshold (reasonable likelihood / more likely than not)Institution denied meritsInstitution denied

      “review. 35 U.S.C. § 314(b); 37 C.F.R. § 42.4(a). The standard for instituting an inter partes review is set forth in 35 U.S.C. § 314(a), which provides that an inter partes review may not be instituted unless “there is a reasonable likelihood that the petitioner would prevail with respect to at least 1 of the claims challenged in the petition.” After considering the Petition, the Preliminary Response, and the evidence of record, we determine that Petitioner has not demonstrated a reasonable likelihood that it would prevail with respect to at least one challenged claim. Accordingly, we do not institute an inter partes review of any challenged claim on any asserted ground.” slip op. at 2

    • Obviousness (§103) › Motivation to combine / reasonable expectation of successMotivation not foundReasonable expectation not foundNot shown unpatentable

      “sufficiently shown why a POSITA would have been motivated to produce a nucleic acid that encodes both (1) a heme-containing protein operably linked to a promoter element as well as (2) a Mxr1 transcriptional activator sequence as required by claim element 1[a] with a reasonable expectation of success.” slip op. at 11

    • PTAB / AIA Trials › Discretionary denial › §325(d) same art / argumentsNot reached

      “G. Discretion under 35 U.S.C. § 325(d) Patent Owner requests that the Board exercise its discretion under 35 U.S.C. § 325(d) to deny institution because the same or substantially the same prior art or arguments were previously presented to the Office. Prelim. Resp. 22. Because we deny institution on the merits, we do not reach Patent Owner’s § 325(d) argument.” slip op. at 18

    § 103 obviousnessDiscretionary denial
    Patents in suitUS 10,273,492

Holdings, summaries, rulings, issues, outcomes, winners and claim constructions shown for a decision were generated by a large language model reading the opinion. They are a guide to the decision, not the decision. Confirm every one against the court's own text before relying on it. Outcomes read from the patent owner’s side. Party names are extracted from the decision and are missing on about 900 short Director denials and scans, which carry the trial number instead.