Document (#41468)

Author
Thomer, A.K.
Wickett, K.M.
Baker, K.S.
Fouke, B.W.
Palmer, C.L.
Title
Documenting provenance in noncomputational workflows : research process models based on geobiology fieldwork in Yellowstone National Park
Source
Journal of the Association for Information Science and Technology. 69(2018) no.10, S.1234-1245
Year
2018
Abstract
A comprehensive record of research data provenance is essential for the successful curation, management, and reuse of data over time. However, creating such detailed metadata can be onerous, and there are few structured methods for doing so. In this case study of data curation in support of geobiology research conducted at Yellowstone National Park, we describe a method of "Research Process Modeling" for documenting noncomputational data provenance in a structured yet flexible way. The method combines systems analysis techniques to model research activities, the World Wide Web Consortium Provenance (PROV) ontology to illustrate relationships between data products, and simple inventory methods to account for research processes and data products. It also supports collaborative data curation between information professionals and researchers, and is therefore a significant step toward producing more useable and interpretable research data. We demonstrate how this method describes data provenance more robustly than "flat" metadata alone and fills a critical gap in the documentation of provenance for field-based and noncomputational workflows. We discuss potential applications of this approach to other research domains.
Content
Vgl.: https://onlinelibrary.wiley.com/doi/10.1002/asi.24039.

Similar documents (author)

  1. Baker, S.L.: Will fiction classification schemes increase use? (1988) 1.88
    1.8775433 = sum of:
      1.8775433 = product of:
        3.7550867 = sum of:
          3.7550867 = weight(author_txt:baker in 1023) [ClassicSimilarity], result of:
            3.7550867 = score(doc=1023,freq=1.0), product of:
              0.70710677 = queryWeight, product of:
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.08322045 = queryNorm
              5.3104944 = fieldWeight in 1023, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.625 = fieldNorm(doc=1023)
        0.5 = coord(1/2)
    
  2. Baker, B.: ¬A conceptual framework for teaching online catalog use (1986) 1.88
    1.8775433 = sum of:
      1.8775433 = product of:
        3.7550867 = sum of:
          3.7550867 = weight(author_txt:baker in 1576) [ClassicSimilarity], result of:
            3.7550867 = score(doc=1576,freq=1.0), product of:
              0.70710677 = queryWeight, product of:
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.08322045 = queryNorm
              5.3104944 = fieldWeight in 1576, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.625 = fieldNorm(doc=1576)
        0.5 = coord(1/2)
    
  3. Palmer, B.I.: Itself an education : six lectures on classification (1962) 1.88
    1.8775433 = sum of:
      1.8775433 = product of:
        3.7550867 = sum of:
          3.7550867 = weight(author_txt:palmer in 3413) [ClassicSimilarity], result of:
            3.7550867 = score(doc=3413,freq=1.0), product of:
              0.70710677 = queryWeight, product of:
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.08322045 = queryNorm
              5.3104944 = fieldWeight in 3413, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.625 = fieldNorm(doc=3413)
        0.5 = coord(1/2)
    
  4. Palmer, J.W.: Cataloging and the small special library (1992) 1.88
    1.8775433 = sum of:
      1.8775433 = product of:
        3.7550867 = sum of:
          3.7550867 = weight(author_txt:palmer in 4306) [ClassicSimilarity], result of:
            3.7550867 = score(doc=4306,freq=1.0), product of:
              0.70710677 = queryWeight, product of:
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.08322045 = queryNorm
              5.3104944 = fieldWeight in 4306, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.625 = fieldNorm(doc=4306)
        0.5 = coord(1/2)
    
  5. Palmer, J.W.: ¬An evaluation of OCLC's EPIC as a resource for subject access to videos (1992) 1.88
    1.8775433 = sum of:
      1.8775433 = product of:
        3.7550867 = sum of:
          3.7550867 = weight(author_txt:palmer in 5415) [ClassicSimilarity], result of:
            3.7550867 = score(doc=5415,freq=1.0), product of:
              0.70710677 = queryWeight, product of:
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.08322045 = queryNorm
              5.3104944 = fieldWeight in 5415, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                8.496791 = idf(docFreq=23, maxDocs=43254)
                0.625 = fieldNorm(doc=5415)
        0.5 = coord(1/2)
    

Similar documents (content)

  1. Li, C.; Sugimoto, S.: Provenance description of metadata application profiles for long-term maintenance of metadata schemas : Luciano Floridi's philosophy of information as the foundation for library and information science (2018) 0.27
    0.26571077 = sum of:
      0.26571077 = product of:
        1.1071283 = sum of:
          0.009241605 = weight(abstract_txt:between in 49) [ClassicSimilarity], result of:
            0.009241605 = score(doc=49,freq=1.0), product of:
              0.042502847 = queryWeight, product of:
                1.0138807 = boost
                3.4789596 = idf(docFreq=3625, maxDocs=43254)
                0.012049854 = queryNorm
              0.21743497 = fieldWeight in 49, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4789596 = idf(docFreq=3625, maxDocs=43254)
                0.0625 = fieldNorm(doc=49)
          0.03845148 = weight(abstract_txt:consortium in 49) [ClassicSimilarity], result of:
            0.03845148 = score(doc=49,freq=1.0), product of:
              0.087267354 = queryWeight, product of:
                1.0272799 = boost
                7.0498724 = idf(docFreq=101, maxDocs=43254)
                0.012049854 = queryNorm
              0.44061702 = fieldWeight in 49, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.0498724 = idf(docFreq=101, maxDocs=43254)
                0.0625 = fieldNorm(doc=49)
          0.008196923 = weight(abstract_txt:this in 49) [ClassicSimilarity], result of:
            0.008196923 = score(doc=49,freq=3.0), product of:
              0.031141797 = queryWeight, product of:
                1.0629071 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.012049854 = queryNorm
              0.26321292 = fieldWeight in 49, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.0625 = fieldNorm(doc=49)
          0.06839204 = weight(abstract_txt:metadata in 49) [ClassicSimilarity], result of:
            0.06839204 = score(doc=49,freq=7.0), product of:
              0.084377006 = queryWeight, product of:
                1.4285318 = boost
                4.9017644 = idf(docFreq=873, maxDocs=43254)
                0.012049854 = queryNorm
              0.8105531 = fieldWeight in 49, product of:
                2.6457512 = tf(freq=7.0), with freq of:
                  7.0 = termFreq=7.0
                4.9017644 = idf(docFreq=873, maxDocs=43254)
                0.0625 = fieldNorm(doc=49)
          0.028687578 = weight(abstract_txt:research in 49) [ClassicSimilarity], result of:
            0.028687578 = score(doc=49,freq=1.0), product of:
              0.14357175 = queryWeight, product of:
                3.7268538 = boost
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.012049854 = queryNorm
              0.19981353 = fieldWeight in 49, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.0625 = fieldNorm(doc=49)
          0.95415866 = weight(abstract_txt:provenance in 49) [ClassicSimilarity], result of:
            0.95415866 = score(doc=49,freq=9.0), product of:
              0.6485743 = queryWeight, product of:
                6.859909 = boost
                7.846204 = idf(docFreq=45, maxDocs=43254)
                0.012049854 = queryNorm
              1.4711633 = fieldWeight in 49, product of:
                3.0 = tf(freq=9.0), with freq of:
                  9.0 = termFreq=9.0
                7.846204 = idf(docFreq=45, maxDocs=43254)
                0.0625 = fieldNorm(doc=49)
        0.24 = coord(6/25)
    
  2. Faniel, I.M.; Frank, R.D.; Yakel, E.: Context from the data reuser's point of view (2019) 0.21
    0.20562989 = sum of:
      0.20562989 = product of:
        0.8567912 = sum of:
          0.10032098 = weight(abstract_txt:reuse in 470) [ClassicSimilarity], result of:
            0.10032098 = score(doc=470,freq=8.0), product of:
              0.08269405 = queryWeight, product of:
                6.8626604 = idf(docFreq=122, maxDocs=43254)
                0.012049854 = queryNorm
              1.2131584 = fieldWeight in 470, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                6.8626604 = idf(docFreq=122, maxDocs=43254)
                0.0625 = fieldNorm(doc=470)
          0.008196923 = weight(abstract_txt:this in 470) [ClassicSimilarity], result of:
            0.008196923 = score(doc=470,freq=3.0), product of:
              0.031141797 = queryWeight, product of:
                1.0629071 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.012049854 = queryNorm
              0.26321292 = fieldWeight in 470, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.0625 = fieldNorm(doc=470)
          0.25468335 = weight(abstract_txt:curation in 470) [ClassicSimilarity], result of:
            0.25468335 = score(doc=470,freq=2.0), product of:
              0.3523226 = queryWeight, product of:
                3.5751457 = boost
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.012049854 = queryNorm
              0.7228697 = fieldWeight in 470, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.0625 = fieldNorm(doc=470)
          0.040570363 = weight(abstract_txt:research in 470) [ClassicSimilarity], result of:
            0.040570363 = score(doc=470,freq=2.0), product of:
              0.14357175 = queryWeight, product of:
                3.7268538 = boost
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.012049854 = queryNorm
              0.282579 = fieldWeight in 470, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.0625 = fieldNorm(doc=470)
          0.13496669 = weight(abstract_txt:data in 470) [ClassicSimilarity], result of:
            0.13496669 = score(doc=470,freq=13.0), product of:
              0.17830376 = queryWeight, product of:
                4.405187 = boost
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.012049854 = queryNorm
              0.75694805 = fieldWeight in 470, product of:
                3.6055512 = tf(freq=13.0), with freq of:
                  13.0 = termFreq=13.0
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.0625 = fieldNorm(doc=470)
          0.3180529 = weight(abstract_txt:provenance in 470) [ClassicSimilarity], result of:
            0.3180529 = score(doc=470,freq=1.0), product of:
              0.6485743 = queryWeight, product of:
                6.859909 = boost
                7.846204 = idf(docFreq=45, maxDocs=43254)
                0.012049854 = queryNorm
              0.49038774 = fieldWeight in 470, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.846204 = idf(docFreq=45, maxDocs=43254)
                0.0625 = fieldNorm(doc=470)
        0.24 = coord(6/25)
    
  3. Darch, P.T.; Sands, A.E.; Borgman, C.L.; Golshan, M.S.: Do the stars align? : Stakeholders and strategies in libraries' curation of an astronomy dataset (2021) 0.19
    0.19458625 = sum of:
      0.19458625 = product of:
        0.6949509 = sum of:
          0.009241605 = weight(abstract_txt:between in 1102) [ClassicSimilarity], result of:
            0.009241605 = score(doc=1102,freq=1.0), product of:
              0.042502847 = queryWeight, product of:
                1.0138807 = boost
                3.4789596 = idf(docFreq=3625, maxDocs=43254)
                0.012049854 = queryNorm
              0.21743497 = fieldWeight in 1102, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                3.4789596 = idf(docFreq=3625, maxDocs=43254)
                0.0625 = fieldNorm(doc=1102)
          0.004732496 = weight(abstract_txt:this in 1102) [ClassicSimilarity], result of:
            0.004732496 = score(doc=1102,freq=1.0), product of:
              0.031141797 = queryWeight, product of:
                1.0629071 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.012049854 = queryNorm
              0.15196605 = fieldWeight in 1102, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.0625 = fieldNorm(doc=1102)
          0.014731868 = weight(abstract_txt:process in 1102) [ClassicSimilarity], result of:
            0.014731868 = score(doc=1102,freq=1.0), product of:
              0.057999596 = queryWeight, product of:
                1.184378 = boost
                4.063992 = idf(docFreq=2019, maxDocs=43254)
                0.012049854 = queryNorm
              0.2539995 = fieldWeight in 1102, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.063992 = idf(docFreq=2019, maxDocs=43254)
                0.0625 = fieldNorm(doc=1102)
          0.25468335 = weight(abstract_txt:curation in 1102) [ClassicSimilarity], result of:
            0.25468335 = score(doc=1102,freq=2.0), product of:
              0.3523226 = queryWeight, product of:
                3.5751457 = boost
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.012049854 = queryNorm
              0.7228697 = fieldWeight in 1102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.0625 = fieldNorm(doc=1102)
          0.040570363 = weight(abstract_txt:research in 1102) [ClassicSimilarity], result of:
            0.040570363 = score(doc=1102,freq=2.0), product of:
              0.14357175 = queryWeight, product of:
                3.7268538 = boost
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.012049854 = queryNorm
              0.282579 = fieldWeight in 1102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.0625 = fieldNorm(doc=1102)
          0.052938286 = weight(abstract_txt:data in 1102) [ClassicSimilarity], result of:
            0.052938286 = score(doc=1102,freq=2.0), product of:
              0.17830376 = queryWeight, product of:
                4.405187 = boost
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.012049854 = queryNorm
              0.29689944 = fieldWeight in 1102, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.0625 = fieldNorm(doc=1102)
          0.3180529 = weight(abstract_txt:provenance in 1102) [ClassicSimilarity], result of:
            0.3180529 = score(doc=1102,freq=1.0), product of:
              0.6485743 = queryWeight, product of:
                6.859909 = boost
                7.846204 = idf(docFreq=45, maxDocs=43254)
                0.012049854 = queryNorm
              0.49038774 = fieldWeight in 1102, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                7.846204 = idf(docFreq=45, maxDocs=43254)
                0.0625 = fieldNorm(doc=1102)
        0.28 = coord(7/25)
    
  4. Tammaro, A.M.; Matusiak, K.K.; Sposito, F.A.; Casarosa, V.: Data curator's roles and responsibilities : an international perspective (2019) 0.16
    0.1602701 = sum of:
      0.1602701 = product of:
        0.5723932 = sum of:
          0.0058561647 = weight(abstract_txt:this in 382) [ClassicSimilarity], result of:
            0.0058561647 = score(doc=382,freq=2.0), product of:
              0.031141797 = queryWeight, product of:
                1.0629071 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.012049854 = queryNorm
              0.18804839 = fieldWeight in 382, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.0546875 = fieldNorm(doc=382)
          0.012890385 = weight(abstract_txt:process in 382) [ClassicSimilarity], result of:
            0.012890385 = score(doc=382,freq=1.0), product of:
              0.057999596 = queryWeight, product of:
                1.184378 = boost
                4.063992 = idf(docFreq=2019, maxDocs=43254)
                0.012049854 = queryNorm
              0.22224957 = fieldWeight in 382, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.063992 = idf(docFreq=2019, maxDocs=43254)
                0.0546875 = fieldNorm(doc=382)
          0.013880713 = weight(abstract_txt:methods in 382) [ClassicSimilarity], result of:
            0.013880713 = score(doc=382,freq=1.0), product of:
              0.060933422 = queryWeight, product of:
                1.2139635 = boost
                4.1655097 = idf(docFreq=1824, maxDocs=43254)
                0.012049854 = queryNorm
              0.22780131 = fieldWeight in 382, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1655097 = idf(docFreq=1824, maxDocs=43254)
                0.0546875 = fieldNorm(doc=382)
          0.031059353 = weight(abstract_txt:structured in 382) [ClassicSimilarity], result of:
            0.031059353 = score(doc=382,freq=1.0), product of:
              0.104241975 = queryWeight, product of:
                1.5878123 = boost
                5.4483085 = idf(docFreq=505, maxDocs=43254)
                0.012049854 = queryNorm
              0.29795438 = fieldWeight in 382, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                5.4483085 = idf(docFreq=505, maxDocs=43254)
                0.0546875 = fieldNorm(doc=382)
          0.31515455 = weight(abstract_txt:curation in 382) [ClassicSimilarity], result of:
            0.31515455 = score(doc=382,freq=4.0), product of:
              0.3523226 = queryWeight, product of:
                3.5751457 = boost
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.012049854 = queryNorm
              0.8945056 = fieldWeight in 382, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.0546875 = fieldNorm(doc=382)
          0.07099813 = weight(abstract_txt:research in 382) [ClassicSimilarity], result of:
            0.07099813 = score(doc=382,freq=8.0), product of:
              0.14357175 = queryWeight, product of:
                3.7268538 = boost
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.012049854 = queryNorm
              0.49451327 = fieldWeight in 382, product of:
                2.828427 = tf(freq=8.0), with freq of:
                  8.0 = termFreq=8.0
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.0546875 = fieldNorm(doc=382)
          0.122553855 = weight(abstract_txt:data in 382) [ClassicSimilarity], result of:
            0.122553855 = score(doc=382,freq=14.0), product of:
              0.17830376 = queryWeight, product of:
                4.405187 = boost
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.012049854 = queryNorm
              0.68733186 = fieldWeight in 382, product of:
                3.7416575 = tf(freq=14.0), with freq of:
                  14.0 = termFreq=14.0
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.0546875 = fieldNorm(doc=382)
        0.28 = coord(7/25)
    
  5. Poole, A.H.: ¬"A greatly unexplored area" : digital curation and innovation in digital humanities (2017) 0.14
    0.14414605 = sum of:
      0.14414605 = product of:
        0.51480734 = sum of:
          0.05016049 = weight(abstract_txt:reuse in 5161) [ClassicSimilarity], result of:
            0.05016049 = score(doc=5161,freq=2.0), product of:
              0.08269405 = queryWeight, product of:
                6.8626604 = idf(docFreq=122, maxDocs=43254)
                0.012049854 = queryNorm
              0.6065792 = fieldWeight in 5161, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                6.8626604 = idf(docFreq=122, maxDocs=43254)
                0.0625 = fieldNorm(doc=5161)
          0.0066927597 = weight(abstract_txt:this in 5161) [ClassicSimilarity], result of:
            0.0066927597 = score(doc=5161,freq=2.0), product of:
              0.031141797 = queryWeight, product of:
                1.0629071 = boost
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.012049854 = queryNorm
              0.21491244 = fieldWeight in 5161, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                2.4314568 = idf(docFreq=10335, maxDocs=43254)
                0.0625 = fieldNorm(doc=5161)
          0.014731868 = weight(abstract_txt:process in 5161) [ClassicSimilarity], result of:
            0.014731868 = score(doc=5161,freq=1.0), product of:
              0.057999596 = queryWeight, product of:
                1.184378 = boost
                4.063992 = idf(docFreq=2019, maxDocs=43254)
                0.012049854 = queryNorm
              0.2539995 = fieldWeight in 5161, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.063992 = idf(docFreq=2019, maxDocs=43254)
                0.0625 = fieldNorm(doc=5161)
          0.015863672 = weight(abstract_txt:methods in 5161) [ClassicSimilarity], result of:
            0.015863672 = score(doc=5161,freq=1.0), product of:
              0.060933422 = queryWeight, product of:
                1.2139635 = boost
                4.1655097 = idf(docFreq=1824, maxDocs=43254)
                0.012049854 = queryNorm
              0.26034436 = fieldWeight in 5161, product of:
                1.0 = tf(freq=1.0), with freq of:
                  1.0 = termFreq=1.0
                4.1655097 = idf(docFreq=1824, maxDocs=43254)
                0.0625 = fieldNorm(doc=5161)
          0.3119221 = weight(abstract_txt:curation in 5161) [ClassicSimilarity], result of:
            0.3119221 = score(doc=5161,freq=3.0), product of:
              0.3523226 = queryWeight, product of:
                3.5751457 = boost
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.012049854 = queryNorm
              0.8853309 = fieldWeight in 5161, product of:
                1.7320508 = tf(freq=3.0), with freq of:
                  3.0 = termFreq=3.0
                8.178337 = idf(docFreq=32, maxDocs=43254)
                0.0625 = fieldNorm(doc=5161)
          0.040570363 = weight(abstract_txt:research in 5161) [ClassicSimilarity], result of:
            0.040570363 = score(doc=5161,freq=2.0), product of:
              0.14357175 = queryWeight, product of:
                3.7268538 = boost
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.012049854 = queryNorm
              0.282579 = fieldWeight in 5161, product of:
                1.4142135 = tf(freq=2.0), with freq of:
                  2.0 = termFreq=2.0
                3.1970165 = idf(docFreq=4806, maxDocs=43254)
                0.0625 = fieldNorm(doc=5161)
          0.07486605 = weight(abstract_txt:data in 5161) [ClassicSimilarity], result of:
            0.07486605 = score(doc=5161,freq=4.0), product of:
              0.17830376 = queryWeight, product of:
                4.405187 = boost
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.012049854 = queryNorm
              0.41987923 = fieldWeight in 5161, product of:
                2.0 = tf(freq=4.0), with freq of:
                  4.0 = termFreq=4.0
                3.3590338 = idf(docFreq=4087, maxDocs=43254)
                0.0625 = fieldNorm(doc=5161)
        0.28 = coord(7/25)