Document (#38258)

Author
Li, R.
Chambers, T.
Ding, Y.
Zhang, G.
Meng, L.
Title
Patent citation analysis : calculating science linkage based on citing motivation
Source
Journal of the Association for Information Science and Technology. 65(2014) no.5, S.1007-1017
Year
2014
Abstract
Science linkage is a widely used patent bibliometric indicator to measure patent linkage to scientific research based on the frequency of citations to scientific papers within the patent. Science linkage is also regarded as noisy because the subject of patent citation behavior varies from inventors/applicants to examiners. In order to identify and ultimately reduce this noise, we analyzed the different citing motivations of examiners and inventors/applicants. We built 4 hypotheses based upon our study of patent law, the unique economic nature of a patent, and a patent citation's market effect. To test our hypotheses, we conducted an expert survey based on our science linkage calculation in the domain of catalyst from U.S. patent data (2006-2009) over 3 types of citations: self-citation by inventor/applicant, non-self-citation by inventor/applicant, and citation by examiner. According to our results, evaluated by domain experts, we conclude that the non-self-citation by inventor/applicant is quite noisy and cannot indicate science linkage and that self-citation by inventor/applicant, although limited, is more appropriate for understanding science linkage.
Theme
Informetrie
Field
Patentinformation

Similar documents (author)

  1. Song, M.; Kim, S.Y.; Zhang, G.; Ding, Y.; Chambers, T.: Productivity and influence in bioinformatics : a bibliometric analysis using PubMed central (2014) 2.49
    2.4859018 = sum of:
      2.4859018 = product of:
        3.3145359 = sum of:
          0.5969322 = weight(author_txt:zhang in 1202) [ClassicSimilarity], result of:
            0.5969322 = score(doc=1202,freq=1.0), product of:
              0.29735622 = queryWeight, product of:
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.046289135 = queryNorm
              2.007465 = fieldWeight in 1202, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.3125 = fieldNorm(doc=1202)
          1.0027777 = weight(author_txt:ding in 1202) [ClassicSimilarity], result of:
            1.0027777 = score(doc=1202,freq=1.0), product of:
              0.4202072 = queryWeight, product of:
                1.1887574 = boost
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.046289135 = queryNorm
              2.3863888 = fieldWeight in 1202, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.3125 = fieldNorm(doc=1202)
          1.714826 = weight(author_txt:chambers in 1202) [ClassicSimilarity], result of:
            1.714826 = score(doc=1202,freq=1.0), product of:
              0.6009067 = queryWeight, product of:
                1.4215595 = boost
                9.131938 = idf(docFreq=12, maxDocs=44218)
                0.046289135 = queryNorm
              2.8537307 = fieldWeight in 1202, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.131938 = idf(docFreq=12, maxDocs=44218)
                0.3125 = fieldNorm(doc=1202)
        0.75 = coord(3/4)
    
  2. Ding, Y.; Zhang, G.; Chambers, T.; Song, M.; Wang, X.; Zhai, C.: Content-based citation analysis : the next generation of citation analysis (2014) 1.99
    1.9887216 = sum of:
      1.9887216 = product of:
        2.6516287 = sum of:
          0.47754574 = weight(author_txt:zhang in 1521) [ClassicSimilarity], result of:
            0.47754574 = score(doc=1521,freq=1.0), product of:
              0.29735622 = queryWeight, product of:
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.046289135 = queryNorm
              1.6059719 = fieldWeight in 1521, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.25 = fieldNorm(doc=1521)
          0.8022222 = weight(author_txt:ding in 1521) [ClassicSimilarity], result of:
            0.8022222 = score(doc=1521,freq=1.0), product of:
              0.4202072 = queryWeight, product of:
                1.1887574 = boost
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.046289135 = queryNorm
              1.909111 = fieldWeight in 1521, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.25 = fieldNorm(doc=1521)
          1.3718607 = weight(author_txt:chambers in 1521) [ClassicSimilarity], result of:
            1.3718607 = score(doc=1521,freq=1.0), product of:
              0.6009067 = queryWeight, product of:
                1.4215595 = boost
                9.131938 = idf(docFreq=12, maxDocs=44218)
                0.046289135 = queryNorm
              2.2829845 = fieldWeight in 1521, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.131938 = idf(docFreq=12, maxDocs=44218)
                0.25 = fieldNorm(doc=1521)
        0.75 = coord(3/4)
    
  3. Li, D.; Tang, J.; Ding, Y.; Shuai, X.; Chambers, T.; Sun, G.; Luo, Z.; Zhang, J.: Topic-level opinion influence model (TOIM) : an investigation using tencent microblogging (2015) 1.99
    1.9887216 = sum of:
      1.9887216 = product of:
        2.6516287 = sum of:
          0.47754574 = weight(author_txt:zhang in 2345) [ClassicSimilarity], result of:
            0.47754574 = score(doc=2345,freq=1.0), product of:
              0.29735622 = queryWeight, product of:
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.046289135 = queryNorm
              1.6059719 = fieldWeight in 2345, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.25 = fieldNorm(doc=2345)
          0.8022222 = weight(author_txt:ding in 2345) [ClassicSimilarity], result of:
            0.8022222 = score(doc=2345,freq=1.0), product of:
              0.4202072 = queryWeight, product of:
                1.1887574 = boost
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.046289135 = queryNorm
              1.909111 = fieldWeight in 2345, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.25 = fieldNorm(doc=2345)
          1.3718607 = weight(author_txt:chambers in 2345) [ClassicSimilarity], result of:
            1.3718607 = score(doc=2345,freq=1.0), product of:
              0.6009067 = queryWeight, product of:
                1.4215595 = boost
                9.131938 = idf(docFreq=12, maxDocs=44218)
                0.046289135 = queryNorm
              2.2829845 = fieldWeight in 2345, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                9.131938 = idf(docFreq=12, maxDocs=44218)
                0.25 = fieldNorm(doc=2345)
        0.75 = coord(3/4)
    
  4. Zhang, G.; Ding, Y.; Milojevic, S.: Citation content analysis (CCA) : a framework for syntactic and semantic analysis of citation content (2013) 0.96
    0.95982593 = sum of:
      0.95982593 = product of:
        1.9196519 = sum of:
          0.7163186 = weight(author_txt:zhang in 975) [ClassicSimilarity], result of:
            0.7163186 = score(doc=975,freq=1.0), product of:
              0.29735622 = queryWeight, product of:
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.046289135 = queryNorm
              2.408958 = fieldWeight in 975, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.375 = fieldNorm(doc=975)
          1.2033333 = weight(author_txt:ding in 975) [ClassicSimilarity], result of:
            1.2033333 = score(doc=975,freq=1.0), product of:
              0.4202072 = queryWeight, product of:
                1.1887574 = boost
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.046289135 = queryNorm
              2.8636665 = fieldWeight in 975, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.375 = fieldNorm(doc=975)
        0.5 = coord(2/4)
    
  5. Zhai, Y.; Ding, Y.; Zhang, H.: Innovation adoption : broadcasting versus virality (2021) 0.96
    0.95982593 = sum of:
      0.95982593 = product of:
        1.9196519 = sum of:
          0.7163186 = weight(author_txt:zhang in 162) [ClassicSimilarity], result of:
            0.7163186 = score(doc=162,freq=1.0), product of:
              0.29735622 = queryWeight, product of:
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.046289135 = queryNorm
              2.408958 = fieldWeight in 162, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.4238877 = idf(docFreq=194, maxDocs=44218)
                0.375 = fieldNorm(doc=162)
          1.2033333 = weight(author_txt:ding in 162) [ClassicSimilarity], result of:
            1.2033333 = score(doc=162,freq=1.0), product of:
              0.4202072 = queryWeight, product of:
                1.1887574 = boost
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.046289135 = queryNorm
              2.8636665 = fieldWeight in 162, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.636444 = idf(docFreq=57, maxDocs=44218)
                0.375 = fieldNorm(doc=162)
        0.5 = coord(2/4)
    

Similar documents (content)

  1. Azagra-Caro, J.M.; Mattsson, P.; Perruchas, F.: Smoothing the lies : the distinctive effects of patent characteristics on examiner and applicant citations (2011) 0.36
    0.3629061 = sum of:
      0.3629061 = product of:
        1.2960932 = sum of:
          0.08005677 = weight(abstract_txt:citations in 4747) [ClassicSimilarity], result of:
            0.08005677 = score(doc=4747,freq=8.0), product of:
              0.06785775 = queryWeight, product of:
                1.5617923 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.008137905 = queryNorm
              1.1797734 = fieldWeight in 4747, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.078125 = fieldNorm(doc=4747)
          0.01205085 = weight(abstract_txt:based in 4747) [ClassicSimilarity], result of:
            0.01205085 = score(doc=4747,freq=1.0), product of:
              0.048385944 = queryWeight, product of:
                1.8650829 = boost
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.008137905 = queryNorm
              0.24905685 = fieldWeight in 4747, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.078125 = fieldNorm(doc=4747)
          0.21805745 = weight(abstract_txt:applicants in 4747) [ClassicSimilarity], result of:
            0.21805745 = score(doc=4747,freq=2.0), product of:
              0.21008806 = queryWeight, product of:
                2.7480474 = boost
                9.394302 = idf(docFreq=9, maxDocs=44218)
                0.008137905 = queryNorm
              1.0379336 = fieldWeight in 4747, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.394302 = idf(docFreq=9, maxDocs=44218)
                0.078125 = fieldNorm(doc=4747)
          0.25559804 = weight(abstract_txt:examiners in 4747) [ClassicSimilarity], result of:
            0.25559804 = score(doc=4747,freq=2.0), product of:
              0.23355675 = queryWeight, product of:
                2.8974752 = boost
                9.905128 = idf(docFreq=5, maxDocs=44218)
                0.008137905 = queryNorm
              1.0943723 = fieldWeight in 4747, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.905128 = idf(docFreq=5, maxDocs=44218)
                0.078125 = fieldNorm(doc=4747)
          0.032110978 = weight(abstract_txt:science in 4747) [ClassicSimilarity], result of:
            0.032110978 = score(doc=4747,freq=1.0), product of:
              0.10645682 = queryWeight, product of:
                3.3882146 = boost
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.008137905 = queryNorm
              0.3016338 = fieldWeight in 4747, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.078125 = fieldNorm(doc=4747)
          0.07642675 = weight(abstract_txt:citation in 4747) [ClassicSimilarity], result of:
            0.07642675 = score(doc=4747,freq=1.0), product of:
              0.19977924 = queryWeight, product of:
                5.0134044 = boost
                4.896717 = idf(docFreq=897, maxDocs=44218)
                0.008137905 = queryNorm
              0.38255602 = fieldWeight in 4747, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.896717 = idf(docFreq=897, maxDocs=44218)
                0.078125 = fieldNorm(doc=4747)
          0.62179244 = weight(abstract_txt:patent in 4747) [ClassicSimilarity], result of:
            0.62179244 = score(doc=4747,freq=5.0), product of:
              0.5138959 = queryWeight, product of:
                9.117324 = boost
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.008137905 = queryNorm
              1.2099578 = fieldWeight in 4747, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.078125 = fieldNorm(doc=4747)
        0.28 = coord(7/25)
    
  2. Karki, M.M.S.: Patent citation analysis : a policy analysis tool (1997) 0.24
    0.2371914 = sum of:
      0.2371914 = product of:
        1.185957 = sum of:
          0.039626077 = weight(abstract_txt:citations in 2076) [ClassicSimilarity], result of:
            0.039626077 = score(doc=2076,freq=1.0), product of:
              0.06785775 = queryWeight, product of:
                1.5617923 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.008137905 = queryNorm
              0.583958 = fieldWeight in 2076, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.109375 = fieldNorm(doc=2076)
          0.016871192 = weight(abstract_txt:based in 2076) [ClassicSimilarity], result of:
            0.016871192 = score(doc=2076,freq=1.0), product of:
              0.048385944 = queryWeight, product of:
                1.8650829 = boost
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.008137905 = queryNorm
              0.3486796 = fieldWeight in 2076, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.109375 = fieldNorm(doc=2076)
          0.044955365 = weight(abstract_txt:science in 2076) [ClassicSimilarity], result of:
            0.044955365 = score(doc=2076,freq=1.0), product of:
              0.10645682 = queryWeight, product of:
                3.3882146 = boost
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.008137905 = queryNorm
              0.42228732 = fieldWeight in 2076, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.109375 = fieldNorm(doc=2076)
          0.2139949 = weight(abstract_txt:citation in 2076) [ClassicSimilarity], result of:
            0.2139949 = score(doc=2076,freq=4.0), product of:
              0.19977924 = queryWeight, product of:
                5.0134044 = boost
                4.896717 = idf(docFreq=897, maxDocs=44218)
                0.008137905 = queryNorm
              1.0711569 = fieldWeight in 2076, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                4.896717 = idf(docFreq=897, maxDocs=44218)
                0.109375 = fieldNorm(doc=2076)
          0.8705094 = weight(abstract_txt:patent in 2076) [ClassicSimilarity], result of:
            0.8705094 = score(doc=2076,freq=5.0), product of:
              0.5138959 = queryWeight, product of:
                9.117324 = boost
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.008137905 = queryNorm
              1.693941 = fieldWeight in 2076, product of:
                2.236068 = tf(freq=5.0), with freq of:
                  5.0 = termFreq=5.0
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.109375 = fieldNorm(doc=2076)
        0.2 = coord(5/25)
    
  3. Yan, B.; Luo, J.: Filtering patent maps for visualization of diversification paths of inventors and organizations (2017) 0.22
    0.21948986 = sum of:
      0.21948986 = product of:
        1.0974493 = sum of:
          0.009640681 = weight(abstract_txt:based in 3651) [ClassicSimilarity], result of:
            0.009640681 = score(doc=3651,freq=1.0), product of:
              0.048385944 = queryWeight, product of:
                1.8650829 = boost
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.008137905 = queryNorm
              0.19924548 = fieldWeight in 3651, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1879277 = idf(docFreq=4958, maxDocs=44218)
                0.0625 = fieldNorm(doc=3651)
          0.17444596 = weight(abstract_txt:inventors in 3651) [ClassicSimilarity], result of:
            0.17444596 = score(doc=3651,freq=2.0), product of:
              0.21008806 = queryWeight, product of:
                2.7480474 = boost
                9.394302 = idf(docFreq=9, maxDocs=44218)
                0.008137905 = queryNorm
              0.8303468 = fieldWeight in 3651, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.394302 = idf(docFreq=9, maxDocs=44218)
                0.0625 = fieldNorm(doc=3651)
          0.02568878 = weight(abstract_txt:science in 3651) [ClassicSimilarity], result of:
            0.02568878 = score(doc=3651,freq=1.0), product of:
              0.10645682 = queryWeight, product of:
                3.3882146 = boost
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.008137905 = queryNorm
              0.24130704 = fieldWeight in 3651, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.8609126 = idf(docFreq=2529, maxDocs=44218)
                0.0625 = fieldNorm(doc=3651)
          0.29910216 = weight(abstract_txt:inventor in 3651) [ClassicSimilarity], result of:
            0.29910216 = score(doc=3651,freq=2.0), product of:
              0.3791844 = queryWeight, product of:
                5.221121 = boost
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.008137905 = queryNorm
              0.788804 = fieldWeight in 3651, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.0625 = fieldNorm(doc=3651)
          0.5885718 = weight(abstract_txt:patent in 3651) [ClassicSimilarity], result of:
            0.5885718 = score(doc=3651,freq=7.0), product of:
              0.5138959 = queryWeight, product of:
                9.117324 = boost
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.008137905 = queryNorm
              1.1453131 = fieldWeight in 3651, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.0625 = fieldNorm(doc=3651)
        0.2 = coord(5/25)
    
  4. Li, G.; Siddharth, L.; Luo, J.: Embedding knowledge graph of patent metadata to measure knowledge proximity (2023) 0.22
    0.21896262 = sum of:
      0.21896262 = product of:
        1.0948131 = sum of:
          0.027931867 = weight(abstract_txt:domain in 920) [ClassicSimilarity], result of:
            0.027931867 = score(doc=920,freq=2.0), product of:
              0.053385183 = queryWeight, product of:
                1.3852683 = boost
                4.7355914 = idf(docFreq=1054, maxDocs=44218)
                0.008137905 = queryNorm
              0.52321386 = fieldWeight in 920, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                4.7355914 = idf(docFreq=1054, maxDocs=44218)
                0.078125 = fieldNorm(doc=920)
          0.028304342 = weight(abstract_txt:citations in 920) [ClassicSimilarity], result of:
            0.028304342 = score(doc=920,freq=1.0), product of:
              0.06785775 = queryWeight, product of:
                1.5617923 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.008137905 = queryNorm
              0.4171129 = fieldWeight in 920, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.078125 = fieldNorm(doc=920)
          0.21805745 = weight(abstract_txt:inventors in 920) [ClassicSimilarity], result of:
            0.21805745 = score(doc=920,freq=2.0), product of:
              0.21008806 = queryWeight, product of:
                2.7480474 = boost
                9.394302 = idf(docFreq=9, maxDocs=44218)
                0.008137905 = queryNorm
              1.0379336 = fieldWeight in 920, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                9.394302 = idf(docFreq=9, maxDocs=44218)
                0.078125 = fieldNorm(doc=920)
          0.26437145 = weight(abstract_txt:inventor in 920) [ClassicSimilarity], result of:
            0.26437145 = score(doc=920,freq=1.0), product of:
              0.3791844 = queryWeight, product of:
                5.221121 = boost
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.008137905 = queryNorm
              0.6972108 = fieldWeight in 920, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.924298 = idf(docFreq=15, maxDocs=44218)
                0.078125 = fieldNorm(doc=920)
          0.556148 = weight(abstract_txt:patent in 920) [ClassicSimilarity], result of:
            0.556148 = score(doc=920,freq=4.0), product of:
              0.5138959 = queryWeight, product of:
                9.117324 = boost
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.008137905 = queryNorm
              1.0822191 = fieldWeight in 920, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.078125 = fieldNorm(doc=920)
        0.2 = coord(5/25)
    
  5. Narin, F.; Hamilton, K.S.: Bibliometric performance measures (1996) 0.20
    0.19798782 = sum of:
      0.19798782 = product of:
        1.2374239 = sum of:
          0.029756252 = weight(abstract_txt:scientific in 6694) [ClassicSimilarity], result of:
            0.029756252 = score(doc=6694,freq=1.0), product of:
              0.05128648 = queryWeight, product of:
                1.3577662 = boost
                4.6415744 = idf(docFreq=1158, maxDocs=44218)
                0.008137905 = queryNorm
              0.5801968 = fieldWeight in 6694, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.6415744 = idf(docFreq=1158, maxDocs=44218)
                0.125 = fieldNorm(doc=6694)
          0.045286946 = weight(abstract_txt:citations in 6694) [ClassicSimilarity], result of:
            0.045286946 = score(doc=6694,freq=1.0), product of:
              0.06785775 = queryWeight, product of:
                1.5617923 = boost
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.008137905 = queryNorm
              0.66738063 = fieldWeight in 6694, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.339045 = idf(docFreq=576, maxDocs=44218)
                0.125 = fieldNorm(doc=6694)
          0.71746224 = weight(abstract_txt:linkage in 6694) [ClassicSimilarity], result of:
            0.71746224 = score(doc=6694,freq=2.0), product of:
              0.5158176 = queryWeight, product of:
                8.055743 = boost
                7.8682456 = idf(docFreq=45, maxDocs=44218)
                0.008137905 = queryNorm
              1.3909224 = fieldWeight in 6694, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                7.8682456 = idf(docFreq=45, maxDocs=44218)
                0.125 = fieldNorm(doc=6694)
          0.44491842 = weight(abstract_txt:patent in 6694) [ClassicSimilarity], result of:
            0.44491842 = score(doc=6694,freq=1.0), product of:
              0.5138959 = queryWeight, product of:
                9.117324 = boost
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.008137905 = queryNorm
              0.86577535 = fieldWeight in 6694, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                6.926203 = idf(docFreq=117, maxDocs=44218)
                0.125 = fieldNorm(doc=6694)
        0.16 = coord(4/25)