In Re Applied Materials, Inc. ( 2012 )


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  •   United States Court of Appeals
    for the Federal Circuit
    __________________________
    IN RE APPLIED MATERIALS, INC.
    __________________________
    2011-1461, -1462, -1463, -1464
    __________________________
    Appeals from the United States Patent and Trade-
    mark Office, Board of Patent Appeals and Interferences in
    Reexamination Nos. 90/010,106; 90/010,107; 90/010,108;
    90/010,109.
    __________________________
    Decided: August 29, 2012
    __________________________
    JOHN A. DRAGSETH, Fish & Richardson P.C., of Min-
    neapolis, Minnesota, argued for appellant. With him on
    the brief was RICHARD J. ANDERSON.
    ROBERT J. MCMANUS, Associate Solicitor, Office of the
    Solicitor, United States Patent and Trademark Office, of
    Alexandria, Virginia, argued for appellee. With him on
    the brief were RAYMOND T. CHEN, Solicitor, and FRANCES
    M. LYNCH, Associate Solicitor.
    __________________________
    2                                    IN RE APPLIED MATERIALS
    Before NEWMAN, CLEVENGER, and LINN, Circuit Judges.
    Opinion for the court filed by Circuit Judge LINN.
    Dissenting opinion filed by Circuit Judge NEWMAN.
    LINN, Circuit Judge.
    Applied Materials, Inc. (“Applied”) appeals from four
    decisions of the Board of Patent Appeals and Interfer-
    ences (“Board”). The Board affirmed the examiner’s
    rejections under 35 U.S.C. § 103 in separate ex parte
    reexaminations of the claims of Applied’s U.S. Patents No.
    5,921,855 (“’855 Patent”); No. 6,520,847 (“’847 Patent”);
    No. 6,699,115 (“’115 Patent”); and No. 6,824,455 (“’455
    Patent”) (collectively, “Applied’s Patents”) covering polish-
    ing pads for chemical mechanical polishing (“CMP”). Ex
    parte Applied Materials, Inc., Reexamination No.
    90/010,106, 
    2010 WL 3454259
    , at *10 (B.P.A.I. Aug. 31,
    2010) (“Applied I”); Ex parte Applied Materials, Inc.,
    Reexamination No. 90/010,107, 
    2010 WL 3454261
    , at *10
    (B.P.A.I. Aug. 31, 2010) (“Applied II”); Ex parte Applied
    Materials, Inc., Reexamination No. 90/010,108, 
    2010 WL 3448884
    , at *10 (B.P.A.I. Aug. 31, 2010) (“Applied III”);
    Ex parte Applied Materials, Inc., Reexamination No.
    90/010,109, 
    2010 WL 3448885
    , at *10 (B.P.A.I. Aug. 31,
    2010) (“Applied IV”). The Board denied rehearing in each
    case. Ex parte Applied Materials, Inc., Reexamination No.
    90/010,106, 
    2011 WL 938723
    , at *3 (B.P.A.I. Mar. 17,
    2011); Ex parte Applied Materials, Inc., Reexamination
    No. 90/010,107, 
    2011 WL 938725
    , at *3 (B.P.A.I. Mar. 17,
    2011); Ex parte Applied Materials, Inc., Reexamination
    No. 90/010,108, 
    2011 WL 938733
    , at *3 (B.P.A.I. Mar. 17,
    2011); Ex parte Applied Materials, Inc., Reexamination
    No. 90/010,109, 
    2011 WL 938726
    , at *3 (B.P.A.I. Mar. 17,
    2011). The four appeals are consolidated before this
    court. Because the Board’s decisions are supported by
    substantial evidence, this court affirms.
    IN RE APPLIED MATERIALS                                    3
    I. BACKGROUND
    A. The Patents
    Integrated circuits are formed on a substrate “by the
    sequential deposition of conductive, semiconductive or
    insulative layers” that are “etched [after deposition] to
    create circuitry features.” ’855 Patent col.1 ll.10-14; ’847
    Patent col.1 ll.22-26; ’115 Patent col.1 ll.23-27; ’455 Patent
    col.1 ll.25-29. Because the substrate surface becomes
    increasingly non-planar through this process, the sub-
    strate must be periodically planarized, i.e. flattened. ’855
    Patent col.1 ll.14-30; ’847 Patent col.1 ll.26-32; ’115 Patent
    col.1 ll.27-33; ’455 Patent col.1 ll.29-35. CMP is one
    method of planarizing in which the substrate to be pla-
    narized is placed against a rotating polishing pad, and a
    polishing slurry is applied. ’855 Patent col.1 ll.31-48; ’847
    Patent col.1 ll.33-52; ’115 Patent col.1 ll.34-52; ’455 Patent
    col.1 ll.36-54. Problems in the art—particularly for pads
    with perforations—included the uneven distribution of
    slurry, the accumulation of waste material during pad
    conditioning, and a polishing problem associated with pad
    flexibility. ’855 Patent col.1 l.62-col.2 l.48; ’847 Patent
    col.2 ll.10-61; ’115 Patent col.2 ll.10-61; ’455 Patent col.2
    ll.12-65. The claimed inventions are “sufficiently rigid”
    pads with grooves that advantageously distribute the
    slurry, remove waste material, and increase pad life. ’855
    Patent col.3 ll.16-24; ’847 Patent col.4 ll.4-12; ’115 Patent
    col.4 ll.4-12; ’455 Patent col.4 ll.7-15.
    Applied’s Patents were amended during the reexami-
    nation. The amended claims cover pads (or an apparatus
    with a pad) for CMP with grooves having a depth “be-
    tween about 0.02 inches and 0.05 inches,” a width “be-
    tween about 0.015 inches and 0.04 inches,” a pitch
    “between about 0.09 inches and 0.24 inches,” and “side-
    walls that are substantially perpendicular to the polishing
    surface.” Applied I at *1 (emphasis removed); see also
    4                                    IN RE APPLIED MATERIALS
    Applied II at *1-2; Applied III at *1-2; Applied IV at *1-2.
    The pitch refers to “the radial distance between adjacent
    grooves.” ’855 Patent col.5 ll.28-29; ’847 Patent col.6 ll.42-
    44; ’115 Patent col.6 ll.42-44; ’455 Patent col.6 ll.39-41.
    B. Proceedings Below
    The Board’s decision in each of the consolidated ap-
    peals is essentially identical. The Board affirmed the
    examiner’s obviousness rejections under 35 U.S.C.
    § 103(a) based on the following prior art: (1) “Improving
    CMP Performance Using Grooved Polishing Pads” from
    the CMP-MIC Conference on February 22-23, 1996 by
    Milind Weling, et al. (“Weling”); (2) the English transla-
    tion of a Japanese Patent Application, publication number
    H5-146969, published June 15, 1993 (“Breivogel”); and (3)
    a European Patent Application, publication number 0 674
    972 A1, published April 10, 1995 (“Talieh”).
    Weling discloses U-shaped grooves but also discloses a
    groove depth and pitch smaller than that claimed in
    Applied’s Patents. Nevertheless, the Board found that
    Weling’s disclosure of a width of 0.01 inches met the claim
    limitation requiring widths between “about 0.015 inches
    and 0.04 inches.”
    Talieh and Breivogel disclose grooves with larger di-
    mensions than the grooves in Weling. Breivogel’s calcu-
    lated width and pitch overlap with those claimed in
    Applied’s Patents. While the width and pitch disclosed in
    Talieh are larger than those in Applied’s Patents, Talieh
    discloses that the grooves can have a larger or smaller
    pitch. The depth disclosed by Talieh and Breivogel over-
    lap the depths claimed in Applied’s Patents. The overlap
    between the ranges in Applied’s claims and the dimen-
    sions disclosed in the prior art was accurately depicted by
    the United States Patent and Trademark Office (“PTO”)
    in the following table.
    IN RE APPLIED MATERIALS                                  5
    Appellee’s Br. 22.
    The Board found Applied’s claims obvious because the
    prior art discloses values overlapping the claimed ranges
    and the dimensions were result-effective variables. The
    Board treated the identification of an optimal range of a
    result-effective variable as being within the ordinary skill
    in the art. See In re Boesch, 
    617 F.2d 272
    , 276 (CCPA
    1980); In re Aller, 
    220 F.2d 454
    , 456 (CCPA 1955).
    The Board found that Applied failed to provide evi-
    dence that the claimed groove dimensions produced
    unexpected results. Additionally, the Board found that
    Weling did not teach away from the invention claimed in
    Applied’s Patents and that there was insufficient evidence
    of commercial success to outweigh the evidence of obvi-
    ousness.
    In each case, Applied requested rehearing, which the
    Board denied. Applied appeals all four decisions of the
    Board. This court has jurisdiction under 28 U.S.C.
    § 1295(a)(4).
    II. DISCUSSION
    A. Standard of Review
    Obviousness is a question of law with several underly-
    ing factual inquiries, including what a reference teaches,
    6                                  IN RE APPLIED MATERIALS
    whether a reference teaches away, and whether there is
    commercial success. Graham v. John Deere Co. of Kan.
    City, 
    383 U.S. 1
    , 17-18 (1966); Para-Ordnance Mfg., Inc. v.
    SGS Imps. Int’l, Inc., 
    73 F.3d 1085
    , 1088 (Fed. Cir. 1995).
    This court reviews the Board’s determination of obvious-
    ness de novo and the Board’s factual findings for substan-
    tial evidence. In re Gartside, 
    203 F.3d 1305
    , 1316 (Fed.
    Cir. 2000). Substantial evidence is “such relevant evi-
    dence as a reasonable mind might accept as adequate to
    support a conclusion.” Consol. Edison Co. v. NLRB, 
    305 U.S. 197
    , 229 (1938). “[T]he possibility of drawing two
    inconsistent conclusions from the evidence does not
    prevent an administrative agency’s finding from being
    supported by substantial evidence.” Consolo v. Fed. Mar.
    Comm’n, 
    383 U.S. 607
    , 620 (1966).
    The Board’s judgment must be reviewed on the
    grounds upon which the Board actually relied. See Sec. &
    Exch. Comm’n v. Chenery Corp., 
    332 U.S. 194
    , 196 (1947);
    In re Lee, 
    277 F.3d 1338
    , 1345-46 (Fed. Cir. 2002). Alter-
    native grounds supporting the Board’s decision generally
    are not considered. See Lee, 277 F.3d at 1346. “The
    [Board] must set forth its findings and the grounds
    thereof, as supported by the agency record, and explain its
    application of the law to the found facts.” Id. at 1342.
    However, “[w]hile we may not supply a reasoned basis
    for the agency’s action that the agency itself has not
    given, SEC v. Chenery Corp., 
    332 U.S. 194
    , 196 (1947), we
    will uphold a decision of less than ideal clarity if the
    agency’s path may reasonably be discerned.” Bowman
    Transp., Inc. v. Arkansas-Best Freight Sys., Inc., 
    419 U.S. 281
    , 285-86 (1974); see also In re Huston, 
    308 F.3d 1267
    ,
    1280-81 (Fed. Cir. 2002) (affirming the Board’s “cryptic”
    conclusions because the Board’s path could be discerned
    and the Board’s decision was supported by substantial
    evidence (quoting Bowman, 419 U.S. at 285-86)).
    IN RE APPLIED MATERIALS                                  7
    B. Evidence of Obviousness
    Applied argues that the Board’s analysis was conclu-
    sory and lacked sufficient evidentiary support. Applied
    specifically argues that the examiner’s conclusion that it
    would have been obvious to one of ordinary skill in the art
    to select a groove depth, width, and pitch double those
    disclosed in Weling was not supported by the prior art.
    Applied further argues that because the prior art did not
    address the impact of altering each dimension on pad
    performance, the prior art did not specify the result of
    each purported result-effective variable, and so the prior
    art could not lead one of ordinary skill to the claimed
    invention. Furthermore, Applied observes that there
    were multiple dimensional variables selected based on
    multiple criteria, with “trade-offs among the several
    results obtained based on the selection of those variables
    (such as selecting pitch and width to balance pad flexibil-
    ity, difficulty in removing waste material, and slurry
    transport) . . . .” Appellant’s Br. 36-37, 39. Finally,
    Applied argues that Breivogel and Talieh teach, in addi-
    tion to larger grooves, grooves with a different profile and
    spiral or offset grooves, respectively.
    The PTO defends the Board’s decisions by arguing
    that the prior art contains dimensions overlapping the
    ranges in Applied’s claims. The PTO contends that the
    examiner’s doubling of the dimensions was not necessary
    to the finding of obviousness and that any adjustment of
    the dimensions was based properly on the premise that
    the prior art taught that the groove dimensions could be
    adjusted upward. The PTO also identifies parts of the
    record showing that the prior art recognizes that the
    dimensions are result-effective variables and that the
    advantages of Applied’s ranges were not unexpected.
    The Board affirmed the examiner’s rejection “because
    one of ordinary skill in the art would have recognized
    8                                   IN RE APPLIED MATERIALS
    after reading the prior art that the dimensions recited in
    the claims are result-effective variables, and because the
    prior art further discloses values including those recited
    in the claims.” Applied I at *7; see also Applied II at *7;
    Applied III at *7; Applied IV at *7. This court must
    affirm or reverse the Board’s decisions on these grounds
    alone. See Chenery, 332 U.S. at 196; Lee, 277 F.3d at
    1345-46. The Board’s opinions in the present appeals are
    not a model of clarity, but the Board’s “path may reasona-
    bly be discerned.” See Bowman, 419 U.S. at 285-86.
    First, the Board’s conclusion that the prior art dis-
    closes dimensional values overlapping the ranges claimed
    in Applied’s Patents is supported by substantial evidence.
    While the Board failed to cite the relevant cases, this
    “path” to obviousness is consistent with this court’s prece-
    dent. In re Peterson, 
    315 F.3d 1325
    , 1329 (Fed. Cir. 2003)
    (“A prima facie case of obviousness typically exists when
    the ranges of a claimed composition overlap the ranges
    disclosed in the prior art.”); see In re Geisler, 
    116 F.3d 1465
    , 1469 (Fed. Cir. 1997); In re Malagari, 
    499 F.2d 1297
    , 1303 (CCPA 1974). Such overlap itself provides
    sufficient motivation to optimize the ranges. See Peter-
    son, 315 F.3d at 1330 (“The normal desire of scientists or
    artisans to improve upon what is already generally known
    provides the motivation to determine where in a disclosed
    set of . . . ranges is the optimum combination . . . .”).
    Second, the Board’s finding that the dimensional
    variables were result-effective, rendering their optimiza-
    tion within the grasp of one of ordinary skill in the art,
    was supported by substantial evidence. See Boesch, 617
    F.2d at 276. “[W]here the general conditions of a claim
    are disclosed in the prior art, it is not inventive to dis-
    cover the optimum or workable ranges by routine experi-
    mentation.” Aller, 220 F.2d at 456. This rule is limited to
    cases in which the optimized variable is a “result-effective
    variable.” In re Antonie, 
    559 F.2d 618
    , 620 (CCPA 1977);
    IN RE APPLIED MATERIALS                                     9
    see Boesch, 617 F.2d at 276 (“[D]iscovery of an optimum
    value of a result effective variable . . . is ordinarily within
    the skill of the art.”). In the present case, because the
    prior art disclosed values overlapping the claimed ranges,
    the “general conditions” of the claim are disclosed. See
    Aller, 220 F.2d at 456; see also Boesch, 617 F.2d at 276.
    The question is whether the dimensions were known to be
    result-effective variables.
    Contrary to Applied’s argument, there is evidence
    that the claimed groove dimensions are result-effective
    variables—rendering their optimization within the ordi-
    nary skill in the art. See Boesch, 617 F.2d at 276. The
    Board cited the Examiner’s Answers, which observed that
    Breivogel teaches that “[t]he number of grooves per area
    and the groove pitch are optimized for the type of pad and
    the slurry that is used to achieve a high polishing rate
    and polishing uniformity.” Examiner’s Answer at 4-5
    Applied I (“Examiner’s Answer I”); Examiner’s Answer at
    5 Applied II (“Examiner’s Answer II”); Examiner’s Answer
    at 5 Applied III (“Examiner’s Answer III”); Examiner’s
    Answer at 5 Applied IV (“Examiner’s Answer IV”).
    Breivogel clearly discloses that pitch affects the polishing
    rate and uniformity, and further indicates that one of
    ordinary skill in the art can alter the pitch to achieve the
    desired polishing properties. The Board also found that a
    person of ordinary skill in the art would have recognized
    that changing the groove width would affect the polishing
    rate and uniformity. This is a reasonable conclusion
    because the number of grooves per area—which is dis-
    closed in Breivogel as affecting the polishing rate and
    uniformity—is related to the groove width: the Board
    used the number of grooves per area disclosed in Breivo-
    gel to calculate the width of the grooves that Breivogel
    disclosed. Because of the close relationship between the
    number of grooves per area and the width, the Board’s
    finding that the width also affected the desired polishing
    pad properties was supported by substantial evidence.
    10                                  IN RE APPLIED MATERIALS
    Thus, the Breivogel disclosure demonstrates that both the
    width and pitch were known to be result-effective vari-
    ables.
    The “Examiner’s rationale,” which was referenced
    with approval by the Board for a related reason discussed
    below, also supports the finding that the depth is a result-
    effective variable. Applied I at *7; Applied II at *7; Ap-
    plied III at *7; Applied IV at *7. The examiner’s Answer
    stated that increasing the dimensions was advantageous
    because the pad could be used for a longer time without
    being worn down to the point of being “too shallow.”
    Examiner’s Answer I at 5; Examiner’s Answer II at 5;
    Examiner’s Answer III at 5; Examiner’s Answer IV at 5.
    The examiner further explained elsewhere in the Answer
    that “one of ordinary skill in the art would certainly
    expect that increasing the thickness of the pad and the
    size of the grooves would result in a pad having a longer
    service life since it would take longer for such a pad to
    wear down/out; this expectation is based on the basic
    engineering principle that a frictional element that is
    worn over time by friction will last longer if its thickness
    is increased.” Examiner’s Answer I at 14; Examiner’s
    Answer II at 14-15; Examiner’s Answer III at 14; Exam-
    iner’s Answer IV at 14-15. Thus, the Board’s finding that
    the depth would also have been recognized by one of
    ordinary skill to affect a particular result, making it too a
    result-effective variable, was supported by substantial
    evidence.
    The Board found that the “Examiner’s rationale” sup-
    ported the doubling of the groove dimensions in Weling to
    achieve the claimed dimensions. Applied I at *7; Applied
    II at *7; Applied III at *7; Applied IV at *7. Applied
    correctly argues that the Board and the examiner lacked
    substantial evidence to exactly double all of the groove
    dimensions in Weling to achieve the claimed dimensions.
    Nevertheless, because the prior art teaches larger grooves
    IN RE APPLIED MATERIALS                                   11
    and a person having ordinary skill in the art would have
    known that the dimensions were result-effective vari-
    ables, the exact doubling of the dimensions was unneces-
    sary to the Board’s finding of obviousness.           The
    underlying correct premises were sufficient to support the
    Board’s finding of obviousness.
    The Board primarily rested its finding that the di-
    mensions were result-effective variables on Applied’s
    admission: “A person having ordinary skill in the art after
    reviewing the teachings of Weling, Talieh and Breivogel
    would have understood that polishing pads with grooves
    can be formed where at least the groove dimensions . . .
    could have been modified. Such modification would have
    changed the polishing rate and pad characteristics . . . .”
    Applied I at *6 (quoting Applied’s brief to the Board);
    Applied II at *6 (same); Applied III at *6 (same); Applied
    IV at *6 (same). The Board did not err in relying on
    Applied’s admission because the admission indicates that
    the prior art taught that the dimensions could be modified
    and that modification would affect pad performance,
    which was sufficient to find the dimensions to be result-
    effective variables. While Applied also stated that the
    prior art “is silent as to the impact of the groove pitch and
    width on performance,” the prior art did not need to
    disclose the result with any greater specificity than it
    already did. Applied I at *6 (quoting Applied’s brief to the
    Board); Applied II at *6 (same); Applied III at *6 (same);
    Applied IV at *6 (same).
    In cases in which the disclosure in the prior art was
    insufficient to find a variable result-effective, there was
    essentially no disclosure of the relationship between the
    variable and the result in the prior art. In Antonie, the
    court found the variable not result-effective because the
    prior art did not disclose the claimed ratio, or even recog-
    nize that one of the variables in the ratio was relevant to
    the desired property. 559 F.2d at 619-20. In In re Yates,
    12                                   IN RE APPLIED MATERIALS
    
    663 F.2d 1054
     (CCPA 1981), the court found the variable
    not result-effective because there was no teaching of the
    claimed relationship and also “no evidence of this rela-
    tionship in the prior art.” 663 F.2d at 1056-57 (emphasis
    omitted). While the absence of any disclosure regarding
    the relationship between the variable and the affected
    property may preclude a finding that the variable is
    result-effective, the prior art need not provide the exact
    method of optimization for the variable to be result-
    effective. A recognition in the prior art that a property is
    affected by the variable is sufficient to find the variable
    result-effective.
    Applied’s Patents do articulate how the groove dimen-
    sions affect pad properties with greater specificity than
    the prior art. ’855 Patent col.5 ll.34-65; ’847 Patent col.6
    l.50-col.7 l.14; ’115 Patent col.6 l.50-col.7 l.14; ’455 Patent
    col.6 l.47-col.7 l.11. But, generally, a claim to a product
    does not become nonobvious simply because the patent
    specification provides a more comprehensive explication of
    the known relationships between the variables and the
    affected properties.
    The outcome of optimizing a result-effective variable
    may still be patentable if the claimed ranges are “critical”
    and “produce a new and unexpected result which is differ-
    ent in kind and not merely in degree from the results of
    the prior art.” Aller, 220 F.2d at 456; see Antonie, 559
    F.2d at 620. Similarly, a prima facie case of obviousness
    established by the overlap of prior art values with the
    claimed range can be rebutted by evidence that the
    claimed range is “critical” because it “achieves unexpected
    results.” Peterson, 315 F.3d at 1330 (quoting Geisler, 116
    F.3d at 1469-70). But Applied provided no such evidence.
    The Board correctly found that there was no indication
    that obtaining the claimed dimensions was beyond the
    capabilities of one of ordinary skill in the art or produced
    any unexpectedly beneficial properties, further supporting
    IN RE APPLIED MATERIALS                                   13
    the Board’s finding that the optimization of the dimen-
    sions was obvious.
    Nothing indicates that the optimization of the vari-
    ables was anything other than the exercise of ordinary
    skill in the art. Likewise, the combination of the various
    dimensions from the different pieces of prior art was also
    obvious. The mere fact that multiple result-effective
    variables were combined does not necessarily render their
    combination beyond the capability of a person having
    ordinary skill in the art. Evidence that the variables
    interacted in an unpredictable or unexpected way could
    render the combination nonobvious, see KSR Int’l Co. v.
    Teleflex Inc., 
    550 U.S. 398
    , 421 (2007), but Applied failed
    to show anything unpredictable or unexpected in the
    interaction of the variables.
    In addition to the width, depth, and pitch, Applied ar-
    gues there are two other variables relating to the shape of
    the grooves, but nothing renders the combination of these
    five variables nonobvious. Some of Applied’s claims cover
    “a plurality of substantially circular concentrically ar-
    ranged grooves.” Applied I at *1 (emphasis omitted); see
    also Applied II at *1; ’115 Patent col.12 ll.38-39; ’455
    Patent col.12 ll.36-37, col.12 ll.61-62. Weling and Breivo-
    gel both disclose concentrically arranged grooves. Appel-
    lant’s Br. 10, 12; Applied I at *2; Applied II at *2; Applied
    III at *2; Applied IV at *2. Applied’s Patents also claim
    grooves with “sidewalls that are substantially perpendicu-
    lar to the polishing surface.” Applied I at *1; Applied II at
    *1; Applied III at *1; Applied IV at *1. Weling discloses
    similar U-shaped grooves, and Breivogel expressly indi-
    cates that one of ordinary skill could modify the cross-
    sectional shape of the grooves: The “grooves themselves
    can have many different configurations. For example,
    grooves may have a flat bottom or semicircular cross
    section.” Applied I at *2, *4, *8 (quoting Breivogel);
    Applied II at *2, *4, *8 (same); Applied III at *2, *4, *8
    14                                  IN RE APPLIED MATERIALS
    (same); Applied IV at *2, *4, *8 (same). Thus, there is no
    indication that it would have been nonobvious to combine
    these two groove features with the other Breivogel dimen-
    sions (depth, width, and pitch), particularly because
    Breivogel includes the circular groove arrangement and
    recognizes that the cross-sectional groove shape was a
    variable that could be altered by one of ordinary skill in
    the art.
    Applied argues that the triangular cross-section of the
    grooves in Breivogel renders that reference inadequate.
    One of ordinary skill in the art is not foreclosed from
    combining the Breivogel dimensions with the Weling
    cross-sectional shape merely because Breivogel discloses
    triangular grooves. A reference must be considered for
    everything that it teaches, not simply the described
    invention or a preferred embodiment. See EWP Corp. v.
    Reliance Universal Inc., 
    755 F.2d 898
    , 907 (Fed. Cir.
    1985); In re Lamberti, 
    545 F.2d 747
    , 750 (CCPA 1976).
    Even though Breivogel describes grooves with a particular
    cross-sectional shape, this does not preclude one of ordi-
    nary skill in the art from utilizing Breivogel’s other teach-
    ings on the width, depth, and pitch in combination with
    other features of the Weling pad. One of ordinary skill in
    the art is not an “automaton.” KSR, 550 U.S. at 421. For
    the same reasons, Talieh’s teachings on the dimensions
    can be combined with the Weling pad, despite the fact
    that Talieh teaches grooves with a centered spiral or
    offset circular arrangement.
    C. Teaching Away
    The Board found that Weling does not criticize or
    teach away from pads with deeper grooves; Weling simply
    discloses that shallow grooves are preferred over a perfo-
    rated pad. Applied argues that Weling teaches away from
    the claimed invention and that the Board misinterpreted
    Weling as preferring grooves generally over perforations.
    IN RE APPLIED MATERIALS                               15
    Applied argues that Weling teaches the advantages of
    shallow grooves. The PTO argues that Weling noted the
    “several critical ways” in which perforations and grooves
    differ, suggesting the focus of Weling was on the general
    differences between grooves and perforations. Appellee’s
    Br. 32-33 (quoting Weling).
    “A reference may be said to teach away when a person
    of ordinary skill, upon reading the reference, would be
    discouraged from following the path set out in the refer-
    ence, or would be led in a direction divergent from the
    path that was taken by the applicant.” In re Gurley, 
    27 F.3d 551
    , 553 (Fed. Cir. 1994). While Applied’s alterna-
    tive interpretation of Weling is plausible, the mere fact
    that alternative conclusions can be drawn from the evi-
    dence is not relevant to determining whether substantial
    evidence supports the Board’s conclusion. See Consolo,
    383 U.S. at 620. The substantial evidence inquiry re-
    quires this court to determine whether the evidence
    reasonably supports the Board’s conclusion, which in this
    case it does. See Consol. Edison, 305 U. S. at 229.
    D. Commercial Success
    The guaranteed performance of Applied’s CMP ma-
    chines depends on following the best known methods
    published by Applied. The best known methods allow for
    the use of either a pad embodying the structures de-
    scribed in the Weling reference (the “Weling pad”) or
    recited in the claims of Applied’s Patents (the “Applied
    pad”). Applied alleged that the Applied pad gained mar-
    ket share in competition with the Weling pad also covered
    by the best known methods. Nevertheless, the Board
    found that there was insufficient evidence of a nexus
    between the features of the claimed invention and its
    success because the best known methods are a factor
    unrelated to the quality of the claimed invention. See In
    re Huang, 
    100 F.3d 135
    , 140 (Fed. Cir. 1996).
    16                                  IN RE APPLIED MATERIALS
    The Board also found that Applied’s evidence of al-
    leged market share was insufficient to overcome the
    prima facie case of obviousness because Applied failed to
    provide sales data. Applied defined the market as Ap-
    plied’s CMP machines and provided 20% ranges for the
    market share. Applied did not have exact sales data
    because it did not historically sell the pads and had no
    way to gauge market share with greater accuracy.
    Applied argues that there is a nexus between the fea-
    tures of the invention and its market share because the
    Applied pad successfully competed against the Weling pad
    under the best known methods. Applied also argues that
    the ranges were the best evidence it had available.
    The PTO argues that the best known methods are a
    factor unrelated to the quality of the claimed invention.
    The PTO also argues that the absence of actual sales data
    calls into question the accuracy of the market shares
    Applied asserted, rendering Applied’s evidence of the
    market share insufficient.
    The Board’s finding that the evidence of commercial
    success did not overcome the prima facie case of obvious-
    ness is supported by substantial evidence. The party
    seeking the patent bears the burden to overcome the
    prima facie case of obviousness with evidence of secondary
    considerations, such as commercial success. Id. at 139.
    Commercial success is relevant to obviousness only if
    there is a “nexus . . . between the sales and the merits of
    the claimed invention.” Id. at 140. There must be “proof
    that the sales were a direct result of the unique character-
    istics of the claimed invention—as opposed to other eco-
    nomic and commercial factors unrelated to the quality of
    the patented subject matter.” Id.
    The Board correctly found that the best known meth-
    ods were a commercial factor unrelated to the quality of
    IN RE APPLIED MATERIALS                                17
    the claimed invention, significantly weakening the evi-
    dence of commercial success. Applied provided some
    evidence that its claimed invention was more successful
    than the Weling pad. However, the more probative evi-
    dence of commercial success relates to whether the sales
    represent “a substantial quantity in th[e] market.” Id. at
    140 (“This court has noted in the past that evidence
    related solely to the number of units sold provides a very
    weak showing of commercial success, if any.”). The Board
    observed that “customers may have had a choice of polish-
    ing pads” other than those covered by the best known
    methods, although the record does not clearly indicate
    whether this is true. Applied I at *10; Applied II at *9;
    Applied III at *9; Applied IV at *9. Nevertheless, this
    observation by the Board indicates an appropriate con-
    cern with the nature of the evidence presented by Ap-
    plied. An important component of the commercial success
    inquiry in the present case is determining whether Ap-
    plied had a significant market share relative to all com-
    peting pads based on the merits of the claimed invention,
    which Applied did not show.
    With respect to the sufficiency of the evidence, the
    Board was also correct to find that Applied did not pro-
    vide adequate proof of the asserted market share. Ap-
    plied is not relieved of the burden of proving commercial
    success simply because it lacks the capability to marshal
    probative evidence. Just as the number of units sold
    without evidence of the market share is only weak evi-
    dence of commercial success, see Huang, 100 F.3d at 140,
    so too is an assertion of market share lacking in sales
    data.
    Thus, the Board correctly found the limited evidence
    Applied provided of commercial success could not over-
    come the prima facie finding of obviousness both based on
    the lack of nexus and the insufficiency of the evidence.
    18                                IN RE APPLIED MATERIALS
    III. CONCLUSION
    For the foregoing reasons, this court concludes that
    the decisions of the Board are supported by substantial
    evidence. The decisions of the Board are, thus, affirmed.
    AFFIRMED
    United States Court of Appeals
    for the Federal Circuit
    __________________________
    IN RE APPLIED MATERIALS, INC.
    __________________________
    2011-1461,-1462,-1463,-1464
    __________________________
    Appeals from the United States Patent and Trademark
    Office, Board of Patent Appeals and Interferences in Reex-
    amination Nos. 90/010,106; 90/010,107; 90/010,108;
    90/010,109.
    __________________________
    NEWMAN, Circuit Judge, dissenting.
    In this crowded art of polishing pads, there is no product
    with the combination of width, depth, and pitch of the
    product here patented. The patented product has achieved
    significant commercial success, displacing pads having the
    parameters that are here said to render the claimed pad
    obvious.
    The question is not whether the differences from the
    prior art are large or small; the question is whether it would
    have been obvious to change the combination of width,
    depth, and pitch in the manner of the patentee, with a
    reasonable expectation that the changed product would
    have the advantages here obtained. As stated in In re Dow
    Chemical Co., 
    837 F.2d 469
    , 474 (Fed. Cir. 1988), “the
    expectation of success must be founded in the prior art, not
    in the applicant’s disclosure.”
    IN RE APPLIED MATERIALS                                       2
    The PTO offered no support in the prior art, or in com-
    mon sense, for such an expectation of improved properties.
    All that the PTO offers is prior art having variations in
    width, depth, and pitch; there is no suggestion of changing
    the parameters in the manner done by this patentee. Noth-
    ing in the record shows that the patentee’s concurrent
    changes in width, depth, and pitch were simply “knowledge
    so basic that it certainly lies within the skill set of an ordi-
    nary artisan.” Mintz v. Dietz & Watson, Inc., 
    679 F.3d 1372
    ,
    1377 (Fed. Cir. 2012). Yet the evidence is that the consumer
    has shown a clear preference for the patentee’s product as
    compared with the prior art products. This is highly rele-
    vant to the question of obviousness, for the purchasing
    consumer is in the best position to evaluate technological
    changes that appear to judges to be minor, yet that are of
    significance to the product’s properties, as measured in the
    marketplace. See Ashland Oil, Inc. v. Delta Resins & Re-
    fractories, Inc., 
    776 F.2d 281
    , 306 (Fed. Cir. 1985) (“Secon-
    dary considerations may be the most pertinent, probabitve,
    and revealing evidence available to the decision maker in
    reaching a conclusion on the obviousness/nonobviousness
    issue.”).
    The Court observed in Dickinson v. Zurko, 
    527 U.S. 150
    ,
    162 (1999), that “[t]he APA requires meaningful review,”
    “not simply rubber-stamping agency factfinding.” On the
    correct law, the polishing pad with the claimed parameters
    has not been shown to be obvious. From my colleagues’
    contrary holding, I respectfully dissent.