id sid tid token lemma pos istl-1750 1 1 electronic electronic ADJ istl-1750 1 2 research research NOUN istl-1750 1 3 notebooks notebook NOUN istl-1750 1 4 : : PUNCT istl-1750 1 5 a a DET istl-1750 1 6 piece piece NOUN istl-1750 1 7 of of ADP istl-1750 1 8 the the DET istl-1750 1 9 research research NOUN istl-1750 1 10 data data NOUN istl-1750 1 11 management management NOUN istl-1750 1 12 puzzle puzzle NOUN istl-1750 1 13 previous previous ADJ istl-1750 1 14 contents content NOUN istl-1750 1 15 next next ADJ istl-1750 1 16 issues issue NOUN istl-1750 1 17 in in ADP istl-1750 1 18 science science NOUN istl-1750 1 19 and and CCONJ istl-1750 1 20 technology technology NOUN istl-1750 1 21 librarianship librarianship NOUN istl-1750 1 22 summer summer NOUN istl-1750 1 23 2018 2018 NUM istl-1750 1 24 doi:10.5062 doi:10.5062 X istl-1750 1 25 / / SYM istl-1750 1 26 f4tx3cmm f4tx3cmm SPACE istl-1750 1 27 there there PRON istl-1750 1 28 's be VERB istl-1750 1 29 an an DET istl-1750 1 30 app app NOUN istl-1750 1 31 for for ADP istl-1750 1 32 that that DET istl-1750 1 33 electronic electronic ADJ istl-1750 1 34 research research NOUN istl-1750 1 35 notebooks notebook NOUN istl-1750 1 36 : : PUNCT istl-1750 1 37 a a DET istl-1750 1 38 piece piece NOUN istl-1750 1 39 of of ADP istl-1750 1 40 the the DET istl-1750 1 41 research research NOUN istl-1750 1 42 data data NOUN istl-1750 1 43 management management NOUN istl-1750 1 44 puzzle puzzle NOUN istl-1750 1 45 kortney kortney PROPN istl-1750 1 46 k. k. PROPN istl-1750 1 47 rupp rupp PROPN istl-1750 1 48 chemical chemical PROPN istl-1750 1 49 information information NOUN istl-1750 1 50 librarian librarian PROPN istl-1750 1 51 and and CCONJ istl-1750 1 52 lbnl lbnl PROPN istl-1750 1 53 liaison liaison PROPN istl-1750 1 54 university university PROPN istl-1750 1 55 of of ADP istl-1750 1 56 california california PROPN istl-1750 1 57 , , PUNCT istl-1750 1 58 berkeley berkeley PROPN istl-1750 1 59 berkeley berkeley PROPN istl-1750 1 60 , , PUNCT istl-1750 1 61 california california PROPN istl-1750 1 62 kortneyrupp@berkeley.edu kortneyrupp@berkeley.edu PROPN istl-1750 1 63 twitter twitter PROPN istl-1750 1 64 : : PUNCT istl-1750 1 65 @chemlibraryucb @chemlibraryucb PROPN istl-1750 1 66 when when SCONJ istl-1750 1 67 we we PRON istl-1750 1 68 imagine imagine VERB istl-1750 1 69 scientists scientist NOUN istl-1750 1 70 carrying carry VERB istl-1750 1 71 out out ADP istl-1750 1 72 their their PRON istl-1750 1 73 work work NOUN istl-1750 1 74 in in ADP istl-1750 1 75 a a DET istl-1750 1 76 laboratory laboratory NOUN istl-1750 1 77 , , PUNCT istl-1750 1 78 we we PRON istl-1750 1 79 instinctively instinctively ADV istl-1750 1 80 picture picture VERB istl-1750 1 81 them they PRON istl-1750 1 82 with with ADP istl-1750 1 83 a a DET istl-1750 1 84 lab lab NOUN istl-1750 1 85 coat coat NOUN istl-1750 1 86 and and CCONJ istl-1750 1 87 a a DET istl-1750 1 88 notebook notebook NOUN istl-1750 1 89 to to PART istl-1750 1 90 scribble scribble VERB istl-1750 1 91 down down ADP istl-1750 1 92 their their PRON istl-1750 1 93 results result NOUN istl-1750 1 94 and and CCONJ istl-1750 1 95 genius genius NOUN istl-1750 1 96 ideas idea NOUN istl-1750 1 97 . . PUNCT istl-1750 2 1 paper paper NOUN istl-1750 2 2 - - PUNCT istl-1750 2 3 based base VERB istl-1750 2 4 notebooks notebook NOUN istl-1750 2 5 have have AUX istl-1750 2 6 served serve VERB istl-1750 2 7 as as ADP istl-1750 2 8 the the DET istl-1750 2 9 foundational foundational ADJ istl-1750 2 10 recordkeeping recordkeeping NOUN istl-1750 2 11 system system NOUN istl-1750 2 12 used use VERB istl-1750 2 13 by by ADP istl-1750 2 14 researchers researcher NOUN istl-1750 2 15 for for ADP istl-1750 2 16 centuries century NOUN istl-1750 2 17 ( ( PUNCT istl-1750 2 18 bird bird NOUN istl-1750 2 19 et et PROPN istl-1750 2 20 al al PROPN istl-1750 2 21 . . PROPN istl-1750 2 22 2013 2013 NUM istl-1750 2 23 ; ; PUNCT istl-1750 2 24 kihlén kihlén NOUN istl-1750 2 25 2003 2003 NUM istl-1750 2 26 ) ) PUNCT istl-1750 2 27 . . PUNCT istl-1750 3 1 until until ADP istl-1750 3 2 the the DET istl-1750 3 3 early early ADJ istl-1750 3 4 21st 21st ADJ istl-1750 3 5 century century NOUN istl-1750 3 6 , , PUNCT istl-1750 3 7 experimental experimental ADJ istl-1750 3 8 outputs output NOUN istl-1750 3 9 were be AUX istl-1750 3 10 still still ADV istl-1750 3 11 predominantly predominantly ADV istl-1750 3 12 in in ADP istl-1750 3 13 paper paper NOUN istl-1750 3 14 form form NOUN istl-1750 3 15 . . PUNCT istl-1750 4 1 server server NOUN istl-1750 4 2 - - PUNCT istl-1750 4 3 based base VERB istl-1750 4 4 and and CCONJ istl-1750 4 5 network network NOUN istl-1750 4 6 connections connection NOUN istl-1750 4 7 did do AUX istl-1750 4 8 not not PART istl-1750 4 9 allow allow VERB istl-1750 4 10 us we PRON istl-1750 4 11 to to PART istl-1750 4 12 access access NOUN istl-1750 4 13 stand stand VERB istl-1750 4 14 - - PUNCT istl-1750 4 15 alone alone ADP istl-1750 4 16 instruments instrument NOUN istl-1750 4 17 . . PUNCT istl-1750 5 1 over over ADP istl-1750 5 2 time time NOUN istl-1750 5 3 , , PUNCT istl-1750 5 4 large large ADJ istl-1750 5 5 - - PUNCT istl-1750 5 6 scale scale NOUN istl-1750 5 7 it it PRON istl-1750 5 8 infrastructures infrastructure NOUN istl-1750 5 9 have have AUX istl-1750 5 10 simplified simplify VERB istl-1750 5 11 the the DET istl-1750 5 12 transfer transfer NOUN istl-1750 5 13 of of ADP istl-1750 5 14 digital digital ADJ istl-1750 5 15 information information NOUN istl-1750 5 16 across across ADP istl-1750 5 17 locations location NOUN istl-1750 5 18 , , PUNCT istl-1750 5 19 to to ADP istl-1750 5 20 the the DET istl-1750 5 21 point point NOUN istl-1750 5 22 that that SCONJ istl-1750 5 23 now now ADV istl-1750 5 24 almost almost ADV istl-1750 5 25 all all PRON istl-1750 5 26 experimental experimental ADJ istl-1750 5 27 output output NOUN istl-1750 5 28 is be AUX istl-1750 5 29 digital digital ADJ istl-1750 5 30 and and CCONJ istl-1750 5 31 in in ADP istl-1750 5 32 many many ADJ istl-1750 5 33 cases case NOUN istl-1750 5 34 instruments instrument NOUN istl-1750 5 35 and and CCONJ istl-1750 5 36 data datum NOUN istl-1750 5 37 can can AUX istl-1750 5 38 be be AUX istl-1750 5 39 accessed access VERB istl-1750 5 40 remotely remotely ADV istl-1750 5 41 . . PUNCT istl-1750 6 1 with with ADP istl-1750 6 2 every every DET istl-1750 6 3 advancement advancement NOUN istl-1750 6 4 and and CCONJ istl-1750 6 5 new new ADJ istl-1750 6 6 capability capability NOUN istl-1750 6 7 , , PUNCT istl-1750 6 8 another another DET istl-1750 6 9 step step NOUN istl-1750 6 10 of of ADP istl-1750 6 11 the the DET istl-1750 6 12 research research NOUN istl-1750 6 13 lifecycle lifecycle NOUN istl-1750 6 14 has have AUX istl-1750 6 15 migrated migrate VERB istl-1750 6 16 to to ADP istl-1750 6 17 an an DET istl-1750 6 18 entirely entirely ADV istl-1750 6 19 digital digital ADJ istl-1750 6 20 existence existence NOUN istl-1750 6 21 . . PUNCT istl-1750 7 1 in in ADP istl-1750 7 2 response response NOUN istl-1750 7 3 , , PUNCT istl-1750 7 4 a a DET istl-1750 7 5 variety variety NOUN istl-1750 7 6 of of ADP istl-1750 7 7 electronic electronic ADJ istl-1750 7 8 research research NOUN istl-1750 7 9 notebook notebook NOUN istl-1750 7 10 ( ( PUNCT istl-1750 7 11 ern ern NOUN istl-1750 7 12 ) ) PUNCT istl-1750 7 13 platforms platform NOUN istl-1750 7 14 have have AUX istl-1750 7 15 emerged emerge VERB istl-1750 7 16 to to PART istl-1750 7 17 assist assist VERB istl-1750 7 18 the the DET istl-1750 7 19 shift shift NOUN istl-1750 7 20 . . PUNCT istl-1750 8 1 yet yet CCONJ istl-1750 8 2 in in ADP istl-1750 8 3 academic academic ADJ istl-1750 8 4 research research NOUN istl-1750 8 5 , , PUNCT istl-1750 8 6 this this DET istl-1750 8 7 transition transition NOUN istl-1750 8 8 has have AUX istl-1750 8 9 been be AUX istl-1750 8 10 met meet VERB istl-1750 8 11 with with ADP istl-1750 8 12 resistance resistance NOUN istl-1750 8 13 and and CCONJ istl-1750 8 14 wide wide ADJ istl-1750 8 15 - - PUNCT istl-1750 8 16 spread spread NOUN istl-1750 8 17 adoption adoption NOUN istl-1750 8 18 remains remain VERB istl-1750 8 19 ever ever ADV istl-1750 8 20 elusive elusive ADJ istl-1750 8 21 ( ( PUNCT istl-1750 8 22 rubacha rubacha PROPN istl-1750 8 23 2011 2011 NUM istl-1750 8 24 ) ) PUNCT istl-1750 8 25 . . PUNCT istl-1750 9 1 as as ADP istl-1750 9 2 the the DET istl-1750 9 3 chemical chemical ADJ istl-1750 9 4 information information NOUN istl-1750 9 5 librarian librarian NOUN istl-1750 9 6 and and CCONJ istl-1750 9 7 liaison liaison NOUN istl-1750 9 8 to to ADP istl-1750 9 9 lawrence lawrence PROPN istl-1750 9 10 berkeley berkeley PROPN istl-1750 9 11 national national PROPN istl-1750 9 12 laboratory laboratory PROPN istl-1750 9 13 , , PUNCT istl-1750 9 14 i i PRON istl-1750 9 15 spend spend VERB istl-1750 9 16 a a DET istl-1750 9 17 lot lot NOUN istl-1750 9 18 of of ADP istl-1750 9 19 time time NOUN istl-1750 9 20 talking talk VERB istl-1750 9 21 with with ADP istl-1750 9 22 my my PRON istl-1750 9 23 colleagues colleague NOUN istl-1750 9 24 in in ADP istl-1750 9 25 research research NOUN istl-1750 9 26 data datum NOUN istl-1750 9 27 management management NOUN istl-1750 9 28 ( ( PUNCT istl-1750 9 29 rdm rdm NOUN istl-1750 9 30 ) ) PUNCT istl-1750 9 31 and and CCONJ istl-1750 9 32 scholarly scholarly ADJ istl-1750 9 33 communications communication NOUN istl-1750 9 34 about about ADP istl-1750 9 35 how how SCONJ istl-1750 9 36 we we PRON istl-1750 9 37 can can AUX istl-1750 9 38 best well ADV istl-1750 9 39 support support VERB istl-1750 9 40 researchers researcher NOUN istl-1750 9 41 in in ADP istl-1750 9 42 not not PART istl-1750 9 43 only only ADV istl-1750 9 44 adopting adopt VERB istl-1750 9 45 ern ern ADJ istl-1750 9 46 platforms platform NOUN istl-1750 9 47 but but CCONJ istl-1750 9 48 also also ADV istl-1750 9 49 in in ADP istl-1750 9 50 maintaining maintain VERB istl-1750 9 51 them they PRON istl-1750 9 52 and and CCONJ istl-1750 9 53 using use VERB istl-1750 9 54 them they PRON istl-1750 9 55 effectively effectively ADV istl-1750 9 56 . . PUNCT istl-1750 10 1 while while SCONJ istl-1750 10 2 institutions institution NOUN istl-1750 10 3 determine determine VERB istl-1750 10 4 which which DET istl-1750 10 5 unit unit NOUN istl-1750 10 6 should should AUX istl-1750 10 7 be be AUX istl-1750 10 8 responsible responsible ADJ istl-1750 10 9 for for ADP istl-1750 10 10 providing provide VERB istl-1750 10 11 for for ADP istl-1750 10 12 financial financial ADJ istl-1750 10 13 support support NOUN istl-1750 10 14 to to ADP istl-1750 10 15 these these DET istl-1750 10 16 platforms platform NOUN istl-1750 10 17 , , PUNCT istl-1750 10 18 the the DET istl-1750 10 19 topic topic NOUN istl-1750 10 20 i i PRON istl-1750 10 21 most most ADV istl-1750 10 22 frequently frequently ADV istl-1750 10 23 encounter encounter VERB istl-1750 10 24 is be AUX istl-1750 10 25 how how SCONJ istl-1750 10 26 to to PART istl-1750 10 27 pay pay VERB istl-1750 10 28 for for ADP istl-1750 10 29 the the DET istl-1750 10 30 platform platform NOUN istl-1750 10 31 over over ADP istl-1750 10 32 time time NOUN istl-1750 10 33 . . PUNCT istl-1750 11 1 to to PART istl-1750 11 2 address address VERB istl-1750 11 3 this this DET istl-1750 11 4 issue issue NOUN istl-1750 11 5 , , PUNCT istl-1750 11 6 we we PRON istl-1750 11 7 are be AUX istl-1750 11 8 currently currently ADV istl-1750 11 9 focused focus VERB istl-1750 11 10 on on ADP istl-1750 11 11 free free ADJ istl-1750 11 12 or or CCONJ istl-1750 11 13 already already ADV istl-1750 11 14 purchased purchase VERB istl-1750 11 15 resources resource NOUN istl-1750 11 16 for for ADP istl-1750 11 17 the the DET istl-1750 11 18 initial initial ADJ istl-1750 11 19 transition transition NOUN istl-1750 11 20 . . PUNCT istl-1750 12 1 examples example NOUN istl-1750 12 2 of of ADP istl-1750 12 3 software software NOUN istl-1750 12 4 which which PRON istl-1750 12 5 our our PRON istl-1750 12 6 institution institution NOUN istl-1750 12 7 is be AUX istl-1750 12 8 currently currently ADV istl-1750 12 9 using use VERB istl-1750 12 10 include include VERB istl-1750 12 11 jupyter jupyter NOUN istl-1750 12 12 notebooks notebook NOUN istl-1750 12 13 , , PUNCT istl-1750 12 14 microsoft microsoft PROPN istl-1750 12 15 onenote onenote VERB istl-1750 12 16 , , PUNCT istl-1750 12 17 and and CCONJ istl-1750 12 18 evernote evernote ADJ istl-1750 12 19 . . PUNCT istl-1750 13 1 besides besides SCONJ istl-1750 13 2 cost cost NOUN istl-1750 13 3 , , PUNCT istl-1750 13 4 other other ADJ istl-1750 13 5 difficulties difficulty NOUN istl-1750 13 6 commonly commonly ADV istl-1750 13 7 encountered encounter VERB istl-1750 13 8 by by ADP istl-1750 13 9 researchers researcher NOUN istl-1750 13 10 are be AUX istl-1750 13 11 : : PUNCT istl-1750 13 12 new new ADJ istl-1750 13 13 workflows workflow NOUN istl-1750 13 14 when when SCONJ istl-1750 13 15 already already ADV istl-1750 13 16 overburdened overburden VERB istl-1750 13 17 can can AUX istl-1750 13 18 be be AUX istl-1750 13 19 a a DET istl-1750 13 20 barrier barrier NOUN istl-1750 13 21 to to ADP istl-1750 13 22 adoption adoption NOUN istl-1750 13 23 erns ern NOUN istl-1750 13 24 are be AUX istl-1750 13 25 one one NUM istl-1750 13 26 piece piece NOUN istl-1750 13 27 of of ADP istl-1750 13 28 the the DET istl-1750 13 29 data data NOUN istl-1750 13 30 management management NOUN istl-1750 13 31 puzzle puzzle NOUN istl-1750 13 32 and and CCONJ istl-1750 13 33 it it PRON istl-1750 13 34 is be AUX istl-1750 13 35 difficult difficult ADJ istl-1750 13 36 not not PART istl-1750 13 37 to to PART istl-1750 13 38 address address VERB istl-1750 13 39 both both DET istl-1750 13 40 topics topic NOUN istl-1750 13 41 in in ADP istl-1750 13 42 parallel parallel NOUN istl-1750 13 43 the the DET istl-1750 13 44 nature nature NOUN istl-1750 13 45 of of ADP istl-1750 13 46 academic academic ADJ istl-1750 13 47 research research NOUN istl-1750 13 48 means mean VERB istl-1750 13 49 custom custom NOUN istl-1750 13 50 solutions solution NOUN istl-1750 13 51 are be AUX istl-1750 13 52 needed need VERB istl-1750 13 53 many many ADJ istl-1750 13 54 platforms platform NOUN istl-1750 13 55 exist exist VERB istl-1750 13 56 , , PUNCT istl-1750 13 57 a a DET istl-1750 13 58 university university NOUN istl-1750 13 59 can can AUX istl-1750 13 60 not not PART istl-1750 13 61 financially financially ADV istl-1750 13 62 support support VERB istl-1750 13 63 multiple multiple ADJ istl-1750 13 64 institution institution NOUN istl-1750 13 65 - - PUNCT istl-1750 13 66 wide wide ADJ istl-1750 13 67 subscriptions subscription NOUN istl-1750 13 68 ownership ownership NOUN istl-1750 13 69 of of ADP istl-1750 13 70 the the DET istl-1750 13 71 recordkeeping recordkeeping NOUN istl-1750 13 72 system system NOUN istl-1750 13 73 is be AUX istl-1750 13 74 unclear unclear ADJ istl-1750 13 75 in in ADP istl-1750 13 76 many many ADJ istl-1750 13 77 laboratories laboratory NOUN istl-1750 13 78 who who PRON istl-1750 13 79 provides provide VERB istl-1750 13 80 support support NOUN istl-1750 13 81 for for ADP istl-1750 13 82 the the DET istl-1750 13 83 system system NOUN istl-1750 13 84 is be AUX istl-1750 13 85 unclear unclear ADJ istl-1750 13 86 , , PUNCT istl-1750 13 87 e.g. e.g. ADV istl-1750 13 88 , , PUNCT istl-1750 13 89 libraries library NOUN istl-1750 13 90 vs. vs. ADP istl-1750 13 91 it it PRON istl-1750 13 92 departments department VERB istl-1750 13 93 in in ADP istl-1750 13 94 most most ADJ istl-1750 13 95 cases case NOUN istl-1750 13 96 , , PUNCT istl-1750 13 97 erns ern NOUN istl-1750 13 98 are be AUX istl-1750 13 99 not not PART istl-1750 13 100 taught teach VERB istl-1750 13 101 in in ADP istl-1750 13 102 undergraduate undergraduate ADJ istl-1750 13 103 coursework coursework NOUN istl-1750 13 104 in in ADP istl-1750 13 105 response response NOUN istl-1750 13 106 , , PUNCT istl-1750 13 107 the the DET istl-1750 13 108 library library NOUN istl-1750 13 109 , , PUNCT istl-1750 13 110 research research NOUN istl-1750 13 111 data datum NOUN istl-1750 13 112 management management NOUN istl-1750 13 113 ( ( PUNCT istl-1750 13 114 rdm rdm NOUN istl-1750 13 115 ) ) PUNCT istl-1750 13 116 , , PUNCT istl-1750 13 117 and and CCONJ istl-1750 13 118 berkeley berkeley PROPN istl-1750 13 119 research research NOUN istl-1750 13 120 computing computing NOUN istl-1750 13 121 ( ( PUNCT istl-1750 13 122 brc brc NOUN istl-1750 13 123 ) ) PUNCT istl-1750 13 124 have have AUX istl-1750 13 125 developed develop VERB istl-1750 13 126 an an DET istl-1750 13 127 interdisciplinary interdisciplinary ADJ istl-1750 13 128 consultant consultant NOUN istl-1750 13 129 - - PUNCT istl-1750 13 130 based base VERB istl-1750 13 131 strategy strategy NOUN istl-1750 13 132 to to PART istl-1750 13 133 address address VERB istl-1750 13 134 researcher researcher NOUN istl-1750 13 135 needs need NOUN istl-1750 13 136 in in ADP istl-1750 13 137 more more ADV istl-1750 13 138 complete complete ADJ istl-1750 13 139 and and CCONJ istl-1750 13 140 meaningful meaningful ADJ istl-1750 13 141 ways way NOUN istl-1750 13 142 . . PUNCT istl-1750 14 1 prior prior ADV istl-1750 14 2 to to ADP istl-1750 14 3 this this DET istl-1750 14 4 initiative initiative NOUN istl-1750 14 5 , , PUNCT istl-1750 14 6 researchers researcher NOUN istl-1750 14 7 were be AUX istl-1750 14 8 attempting attempt VERB istl-1750 14 9 to to PART istl-1750 14 10 solve solve VERB istl-1750 14 11 data data NOUN istl-1750 14 12 management management NOUN istl-1750 14 13 issues issue NOUN istl-1750 14 14 on on ADP istl-1750 14 15 their their PRON istl-1750 14 16 own own ADJ istl-1750 14 17 . . PUNCT istl-1750 15 1 as as ADP istl-1750 15 2 a a DET istl-1750 15 3 result result NOUN istl-1750 15 4 , , PUNCT istl-1750 15 5 campus campus NOUN istl-1750 15 6 resources resource NOUN istl-1750 15 7 were be AUX istl-1750 15 8 inefficiently inefficiently ADV istl-1750 15 9 used use VERB istl-1750 15 10 and and CCONJ istl-1750 15 11 potentially potentially ADV istl-1750 15 12 unsafe unsafe ADJ istl-1750 15 13 environments environment NOUN istl-1750 15 14 existed exist VERB istl-1750 15 15 for for ADP istl-1750 15 16 sensitive sensitive ADJ istl-1750 15 17 data datum NOUN istl-1750 15 18 . . PUNCT istl-1750 16 1 in in ADP istl-1750 16 2 2013 2013 NUM istl-1750 16 3 , , PUNCT istl-1750 16 4 the the DET istl-1750 16 5 library library NOUN istl-1750 16 6 , , PUNCT istl-1750 16 7 research research VERB istl-1750 16 8 it it PRON istl-1750 16 9 , , PUNCT istl-1750 16 10 and and CCONJ istl-1750 16 11 educational educational ADJ istl-1750 16 12 technology technology NOUN istl-1750 16 13 services service NOUN istl-1750 16 14 examined examine VERB istl-1750 16 15 services service NOUN istl-1750 16 16 being be AUX istl-1750 16 17 offered offer VERB istl-1750 16 18 by by ADP istl-1750 16 19 peers peer NOUN istl-1750 16 20 in in ADP istl-1750 16 21 the the DET istl-1750 16 22 areas area NOUN istl-1750 16 23 of of ADP istl-1750 16 24 high high ADJ istl-1750 16 25 performance performance NOUN istl-1750 16 26 computing computing NOUN istl-1750 16 27 and and CCONJ istl-1750 16 28 research research NOUN istl-1750 16 29 data datum NOUN istl-1750 16 30 management management NOUN istl-1750 16 31 . . PUNCT istl-1750 17 1 the the DET istl-1750 17 2 direct direct ADJ istl-1750 17 3 relationship relationship NOUN istl-1750 17 4 between between ADP istl-1750 17 5 computational computational ADJ istl-1750 17 6 environments environment NOUN istl-1750 17 7 and and CCONJ istl-1750 17 8 research research NOUN istl-1750 17 9 data datum NOUN istl-1750 17 10 management management NOUN istl-1750 17 11 led lead VERB istl-1750 17 12 to to ADP istl-1750 17 13 the the DET istl-1750 17 14 establishment establishment NOUN istl-1750 17 15 of of ADP istl-1750 17 16 campus campus NOUN istl-1750 17 17 - - PUNCT istl-1750 17 18 wide wide ADJ istl-1750 17 19 consulting consulting NOUN istl-1750 17 20 services service NOUN istl-1750 17 21 with with ADP istl-1750 17 22 an an DET istl-1750 17 23 extensive extensive ADJ istl-1750 17 24 network network NOUN istl-1750 17 25 of of ADP istl-1750 17 26 campus campus NOUN istl-1750 17 27 partners partner NOUN istl-1750 17 28 including include VERB istl-1750 17 29 the the DET istl-1750 17 30 d d NOUN istl-1750 17 31 - - PUNCT istl-1750 17 32 lab lab NOUN istl-1750 17 33 , , PUNCT istl-1750 17 34 division division NOUN istl-1750 17 35 of of ADP istl-1750 17 36 data data NOUN istl-1750 17 37 science science NOUN istl-1750 17 38 , , PUNCT istl-1750 17 39 and and CCONJ istl-1750 17 40 the the DET istl-1750 17 41 berkeley berkeley PROPN istl-1750 17 42 institute institute PROPN istl-1750 17 43 of of ADP istl-1750 17 44 data data PROPN istl-1750 17 45 science science NOUN istl-1750 17 46 . . PUNCT istl-1750 18 1 to to PART istl-1750 18 2 respond respond VERB istl-1750 18 3 efficiently efficiently ADV istl-1750 18 4 to to ADP istl-1750 18 5 researchers researcher NOUN istl-1750 18 6 ' ' PART istl-1750 18 7 requests request NOUN istl-1750 18 8 , , PUNCT istl-1750 18 9 rdm rdm PROPN istl-1750 18 10 has have AUX istl-1750 18 11 created create VERB istl-1750 18 12 service service NOUN istl-1750 18 13 areas area NOUN istl-1750 18 14 with with ADP istl-1750 18 15 overlapping overlap VERB istl-1750 18 16 definitions definition NOUN istl-1750 18 17 so so ADV istl-1750 18 18 all all DET istl-1750 18 19 appropriate appropriate ADJ istl-1750 18 20 parties party NOUN istl-1750 18 21 are be AUX istl-1750 18 22 brought bring VERB istl-1750 18 23 in in ADP istl-1750 18 24 to to PART istl-1750 18 25 solve solve VERB istl-1750 18 26 a a DET istl-1750 18 27 range range NOUN istl-1750 18 28 needs need VERB istl-1750 18 29 when when SCONJ istl-1750 18 30 they they PRON istl-1750 18 31 arise arise VERB istl-1750 18 32 ; ; PUNCT istl-1750 18 33 some some DET istl-1750 18 34 examples example NOUN istl-1750 18 35 include include VERB istl-1750 18 36 active active ADJ istl-1750 18 37 data datum NOUN istl-1750 18 38 , , PUNCT istl-1750 18 39 data datum NOUN istl-1750 18 40 transfer transfer NOUN istl-1750 18 41 , , PUNCT istl-1750 18 42 and and CCONJ istl-1750 18 43 data data NOUN istl-1750 18 44 preservation preservation NOUN istl-1750 18 45 . . PUNCT istl-1750 19 1 when when SCONJ istl-1750 19 2 researchers researcher NOUN istl-1750 19 3 contacts contact VERB istl-1750 19 4 rdm rdm VERB istl-1750 19 5 , , PUNCT istl-1750 19 6 their their PRON istl-1750 19 7 information information NOUN istl-1750 19 8 is be AUX istl-1750 19 9 funneled funnel VERB istl-1750 19 10 through through ADP istl-1750 19 11 a a DET istl-1750 19 12 shared share VERB istl-1750 19 13 e e NOUN istl-1750 19 14 - - NOUN istl-1750 19 15 mail mail NOUN istl-1750 19 16 and and CCONJ istl-1750 19 17 delegated delegate VERB istl-1750 19 18 through through ADP istl-1750 19 19 a a DET istl-1750 19 20 task task NOUN istl-1750 19 21 management management NOUN istl-1750 19 22 system system NOUN istl-1750 19 23 . . PUNCT istl-1750 20 1 the the DET istl-1750 20 2 researcher researcher NOUN istl-1750 20 3 is be AUX istl-1750 20 4 assigned assign VERB istl-1750 20 5 a a DET istl-1750 20 6 ticket ticket NOUN istl-1750 20 7 in in ADP istl-1750 20 8 the the DET istl-1750 20 9 project project NOUN istl-1750 20 10 management management NOUN istl-1750 20 11 platform platform NOUN istl-1750 20 12 and and CCONJ istl-1750 20 13 a a DET istl-1750 20 14 member member NOUN istl-1750 20 15 of of ADP istl-1750 20 16 the the DET istl-1750 20 17 consultant consultant NOUN istl-1750 20 18 team team NOUN istl-1750 20 19 reaches reach VERB istl-1750 20 20 out out ADP istl-1750 20 21 for for ADP istl-1750 20 22 more more ADJ istl-1750 20 23 information information NOUN istl-1750 20 24 . . PUNCT istl-1750 21 1 based base VERB istl-1750 21 2 on on ADP istl-1750 21 3 the the DET istl-1750 21 4 collected collected ADJ istl-1750 21 5 information information NOUN istl-1750 21 6 , , PUNCT istl-1750 21 7 a a DET istl-1750 21 8 consultation consultation NOUN istl-1750 21 9 is be AUX istl-1750 21 10 scheduled schedule VERB istl-1750 21 11 with with ADP istl-1750 21 12 the the DET istl-1750 21 13 appropriate appropriate ADJ istl-1750 21 14 members member NOUN istl-1750 21 15 to to PART istl-1750 21 16 provide provide VERB istl-1750 21 17 expertise expertise NOUN istl-1750 21 18 to to ADP istl-1750 21 19 that that DET istl-1750 21 20 researcher researcher NOUN istl-1750 21 21 . . PUNCT istl-1750 22 1 finally finally ADV istl-1750 22 2 , , PUNCT istl-1750 22 3 the the DET istl-1750 22 4 consultants consultant NOUN istl-1750 22 5 determine determine VERB istl-1750 22 6 other other ADJ istl-1750 22 7 members member NOUN istl-1750 22 8 of of ADP istl-1750 22 9 the the DET istl-1750 22 10 network network NOUN istl-1750 22 11 to to PART istl-1750 22 12 involve involve VERB istl-1750 22 13 when when SCONJ istl-1750 22 14 needed need VERB istl-1750 22 15 to to PART istl-1750 22 16 solve solve VERB istl-1750 22 17 any any DET istl-1750 22 18 complex complex ADJ istl-1750 22 19 tasks task NOUN istl-1750 22 20 that that PRON istl-1750 22 21 may may AUX istl-1750 22 22 occur occur VERB istl-1750 22 23 throughout throughout ADP istl-1750 22 24 the the DET istl-1750 22 25 process process NOUN istl-1750 22 26 . . PUNCT istl-1750 23 1 by by ADP istl-1750 23 2 combining combine VERB istl-1750 23 3 the the DET istl-1750 23 4 conversation conversation NOUN istl-1750 23 5 regarding regard VERB istl-1750 23 6 erns ern NOUN istl-1750 23 7 and and CCONJ istl-1750 23 8 best good ADJ istl-1750 23 9 rdm rdm NOUN istl-1750 23 10 practices practice NOUN istl-1750 23 11 , , PUNCT istl-1750 23 12 inefficiencies inefficiency NOUN istl-1750 23 13 and and CCONJ istl-1750 23 14 impractical impractical ADJ istl-1750 23 15 solutions solution NOUN istl-1750 23 16 can can AUX istl-1750 23 17 be be AUX istl-1750 23 18 avoided avoid VERB istl-1750 23 19 and and CCONJ istl-1750 23 20 a a DET istl-1750 23 21 healthy healthy ADJ istl-1750 23 22 rdm rdm NOUN istl-1750 23 23 approach approach NOUN istl-1750 23 24 can can AUX istl-1750 23 25 be be AUX istl-1750 23 26 implemented implement VERB istl-1750 23 27 and and CCONJ istl-1750 23 28 supported support VERB istl-1750 23 29 throughout throughout ADP istl-1750 23 30 the the DET istl-1750 23 31 life life NOUN istl-1750 23 32 of of ADP istl-1750 23 33 the the DET istl-1750 23 34 project project NOUN istl-1750 23 35 . . PUNCT istl-1750 24 1 the the DET istl-1750 24 2 ern ern ADJ istl-1750 24 3 platform platform NOUN istl-1750 24 4 serves serve VERB istl-1750 24 5 as as ADP istl-1750 24 6 the the DET istl-1750 24 7 recordkeeping recordkeeping NOUN istl-1750 24 8 system system NOUN istl-1750 24 9 for for ADP istl-1750 24 10 researchers researcher NOUN istl-1750 24 11 but but CCONJ istl-1750 24 12 without without ADP istl-1750 24 13 a a DET istl-1750 24 14 properly properly ADV istl-1750 24 15 developed develop VERB istl-1750 24 16 and and CCONJ istl-1750 24 17 documented document VERB istl-1750 24 18 data datum NOUN istl-1750 24 19 management management NOUN istl-1750 24 20 plan plan NOUN istl-1750 24 21 , , PUNCT istl-1750 24 22 the the DET istl-1750 24 23 ern ern NOUN istl-1750 24 24 can can AUX istl-1750 24 25 not not PART istl-1750 24 26 function function VERB istl-1750 24 27 to to ADP istl-1750 24 28 the the DET istl-1750 24 29 best good ADJ istl-1750 24 30 of of ADP istl-1750 24 31 its its PRON istl-1750 24 32 ability ability NOUN istl-1750 24 33 . . PUNCT istl-1750 25 1 using use VERB istl-1750 25 2 rdm rdm NOUN istl-1750 25 3 consulting consulting NOUN istl-1750 25 4 services service NOUN istl-1750 25 5 will will AUX istl-1750 25 6 help help VERB istl-1750 25 7 overburdened overburdened ADJ istl-1750 25 8 researchers researcher NOUN istl-1750 25 9 by by ADP istl-1750 25 10 outlining outline VERB istl-1750 25 11 a a DET istl-1750 25 12 clear clear ADJ istl-1750 25 13 transition transition NOUN istl-1750 25 14 plan plan NOUN istl-1750 25 15 and and CCONJ istl-1750 25 16 establishing establish VERB istl-1750 25 17 ownership ownership NOUN istl-1750 25 18 within within ADP istl-1750 25 19 the the DET istl-1750 25 20 research research NOUN istl-1750 25 21 group group NOUN istl-1750 25 22 . . PUNCT istl-1750 26 1 the the DET istl-1750 26 2 special special ADJ istl-1750 26 3 relationship relationship NOUN istl-1750 26 4 with with ADP istl-1750 26 5 brc brc NOUN istl-1750 26 6 also also ADV istl-1750 26 7 provides provide VERB istl-1750 26 8 direct direct ADJ istl-1750 26 9 access access NOUN istl-1750 26 10 to to ADP istl-1750 26 11 resources resource NOUN istl-1750 26 12 for for ADP istl-1750 26 13 developing develop VERB istl-1750 26 14 customized customize VERB istl-1750 26 15 solutions solution NOUN istl-1750 26 16 based base VERB istl-1750 26 17 on on ADP istl-1750 26 18 individual individual ADJ istl-1750 26 19 research research NOUN istl-1750 26 20 needs need NOUN istl-1750 26 21 . . PUNCT istl-1750 27 1 additionally additionally ADV istl-1750 27 2 , , PUNCT istl-1750 27 3 we we PRON istl-1750 27 4 aim aim VERB istl-1750 27 5 to to PART istl-1750 27 6 cultivate cultivate VERB istl-1750 27 7 opportunities opportunity NOUN istl-1750 27 8 to to PART istl-1750 27 9 work work VERB istl-1750 27 10 with with ADP istl-1750 27 11 vendors vendor NOUN istl-1750 27 12 and and CCONJ istl-1750 27 13 trial trial NOUN istl-1750 27 14 adoption adoption NOUN istl-1750 27 15 in in ADP istl-1750 27 16 both both DET istl-1750 27 17 laboratories laboratory NOUN istl-1750 27 18 and and CCONJ istl-1750 27 19 undergraduate undergraduate ADJ istl-1750 27 20 courses course NOUN istl-1750 27 21 , , PUNCT istl-1750 27 22 as as SCONJ istl-1750 27 23 daureen daureen PROPN istl-1750 27 24 nesdill nesdill NOUN istl-1750 27 25 has have AUX istl-1750 27 26 done do VERB istl-1750 27 27 with with ADP istl-1750 27 28 lab lab NOUN istl-1750 27 29 archives archive NOUN istl-1750 27 30 at at ADP istl-1750 27 31 the the DET istl-1750 27 32 university university PROPN istl-1750 27 33 of of ADP istl-1750 27 34 utah utah PROPN istl-1750 27 35 ( ( PUNCT istl-1750 27 36 nesdill nesdill PROPN istl-1750 27 37 2018 2018 NUM istl-1750 27 38 ) ) PUNCT istl-1750 27 39 , , PUNCT istl-1750 27 40 but but CCONJ istl-1750 27 41 without without ADP istl-1750 27 42 initially initially ADV istl-1750 27 43 providing provide VERB istl-1750 27 44 a a DET istl-1750 27 45 costly costly ADJ istl-1750 27 46 institution institution NOUN istl-1750 27 47 - - PUNCT istl-1750 27 48 wide wide ADJ istl-1750 27 49 subscription subscription NOUN istl-1750 27 50 . . PUNCT istl-1750 28 1 if if SCONJ istl-1750 28 2 an an DET istl-1750 28 3 institution institution NOUN istl-1750 28 4 does do AUX istl-1750 28 5 license license VERB istl-1750 28 6 an an DET istl-1750 28 7 ern ern ADJ istl-1750 28 8 platform platform NOUN istl-1750 28 9 , , PUNCT istl-1750 28 10 the the DET istl-1750 28 11 vendor vendor NOUN istl-1750 28 12 must must AUX istl-1750 28 13 be be AUX istl-1750 28 14 willing willing ADJ istl-1750 28 15 to to PART istl-1750 28 16 provide provide VERB istl-1750 28 17 ongoing ongoing ADJ istl-1750 28 18 support support NOUN istl-1750 28 19 and and CCONJ istl-1750 28 20 well well ADV istl-1750 28 21 - - PUNCT istl-1750 28 22 resourced resource VERB istl-1750 28 23 implementation implementation NOUN istl-1750 28 24 strategies strategy NOUN istl-1750 28 25 so so ADV istl-1750 28 26 wide wide ADV istl-1750 28 27 - - PUNCT istl-1750 28 28 spread spread NOUN istl-1750 28 29 adoption adoption NOUN istl-1750 28 30 is be AUX istl-1750 28 31 more more ADV istl-1750 28 32 likely likely ADJ istl-1750 28 33 to to PART istl-1750 28 34 be be AUX istl-1750 28 35 successful successful ADJ istl-1750 28 36 . . PUNCT istl-1750 29 1 while while SCONJ istl-1750 29 2 the the DET istl-1750 29 3 new new ADJ istl-1750 29 4 team team NOUN istl-1750 29 5 - - PUNCT istl-1750 29 6 based base VERB istl-1750 29 7 strategy strategy NOUN istl-1750 29 8 is be AUX istl-1750 29 9 being be AUX istl-1750 29 10 implemented implement VERB istl-1750 29 11 , , PUNCT istl-1750 29 12 i i PRON istl-1750 29 13 have have AUX istl-1750 29 14 created create VERB istl-1750 29 15 an an DET istl-1750 29 16 ern ern ADJ istl-1750 29 17 topic topic NOUN istl-1750 29 18 guide guide NOUN istl-1750 29 19 which which PRON istl-1750 29 20 includes include VERB istl-1750 29 21 links link NOUN istl-1750 29 22 to to ADP istl-1750 29 23 many many ADJ istl-1750 29 24 types type NOUN istl-1750 29 25 of of ADP istl-1750 29 26 notebook notebook NOUN istl-1750 29 27 platforms platform NOUN istl-1750 29 28 , , PUNCT istl-1750 29 29 how how SCONJ istl-1750 29 30 to to PART istl-1750 29 31 evaluate evaluate VERB istl-1750 29 32 ern ern ADJ istl-1750 29 33 platforms platform NOUN istl-1750 29 34 , , PUNCT istl-1750 29 35 how how SCONJ istl-1750 29 36 to to PART istl-1750 29 37 transition transition VERB istl-1750 29 38 , , PUNCT istl-1750 29 39 and and CCONJ istl-1750 29 40 other other ADJ istl-1750 29 41 important important ADJ istl-1750 29 42 digital digital ADJ istl-1750 29 43 recordkeeping recordkeeping NOUN istl-1750 29 44 tools tool NOUN istl-1750 29 45 and and CCONJ istl-1750 29 46 practices practice NOUN istl-1750 29 47 . . PUNCT istl-1750 30 1 the the DET istl-1750 30 2 future future NOUN istl-1750 30 3 of of ADP istl-1750 30 4 rdm rdm NOUN istl-1750 30 5 and and CCONJ istl-1750 30 6 erns ern NOUN istl-1750 30 7 is be AUX istl-1750 30 8 bright bright ADJ istl-1750 30 9 . . PUNCT istl-1750 31 1 partnerships partnership NOUN istl-1750 31 2 between between ADP istl-1750 31 3 it it PRON istl-1750 31 4 departments department NOUN istl-1750 31 5 and and CCONJ istl-1750 31 6 libraries library NOUN istl-1750 31 7 make make VERB istl-1750 31 8 these these DET istl-1750 31 9 units unit NOUN istl-1750 31 10 well well ADV istl-1750 31 11 suited suited ADJ istl-1750 31 12 to to PART istl-1750 31 13 address address VERB istl-1750 31 14 the the DET istl-1750 31 15 difficulties difficulty NOUN istl-1750 31 16 faced face VERB istl-1750 31 17 by by ADP istl-1750 31 18 researchers researcher NOUN istl-1750 31 19 when when SCONJ istl-1750 31 20 shifting shift VERB istl-1750 31 21 steps step NOUN istl-1750 31 22 on on ADP istl-1750 31 23 the the DET istl-1750 31 24 research research NOUN istl-1750 31 25 lifecycle lifecycle NOUN istl-1750 31 26 from from ADP istl-1750 31 27 paper paper NOUN istl-1750 31 28 based base VERB istl-1750 31 29 to to ADP istl-1750 31 30 digital digital PROPN istl-1750 31 31 . . PUNCT istl-1750 32 1 references reference NOUN istl-1750 32 2 bird bird PROPN istl-1750 32 3 , , PUNCT istl-1750 32 4 c.l c.l PROPN istl-1750 32 5 . . PROPN istl-1750 32 6 & & CCONJ istl-1750 32 7 frey frey PROPN istl-1750 32 8 , , PUNCT istl-1750 32 9 j.g j.g PROPN istl-1750 32 10 . . PROPN istl-1750 32 11 2013 2013 NUM istl-1750 32 12 . . PUNCT istl-1750 33 1 chemical chemical NOUN istl-1750 33 2 information information NOUN istl-1750 33 3 matters matter VERB istl-1750 33 4 : : PUNCT istl-1750 33 5 an an DET istl-1750 33 6 e e NOUN istl-1750 33 7 - - NOUN istl-1750 33 8 research research NOUN istl-1750 33 9 perspective perspective NOUN istl-1750 33 10 on on ADP istl-1750 33 11 information information NOUN istl-1750 33 12 and and CCONJ istl-1750 33 13 data datum NOUN istl-1750 33 14 sharing sharing NOUN istl-1750 33 15 in in ADP istl-1750 33 16 the the DET istl-1750 33 17 chemical chemical PROPN istl-1750 33 18 sciences sciences PROPN istl-1750 33 19 . . PUNCT istl-1750 34 1 chemical chemical PROPN istl-1750 34 2 society society PROPN istl-1750 34 3 reviews review NOUN istl-1750 34 4 42(16 42(16 NUM istl-1750 34 5 ) ) PUNCT istl-1750 34 6 , , PUNCT istl-1750 34 7 6754 6754 NUM istl-1750 34 8 - - SYM istl-1750 34 9 6776 6776 NUM istl-1750 34 10 . . PUNCT istl-1750 35 1 doi doi PROPN istl-1750 35 2 : : PUNCT istl-1750 35 3 10.1039 10.1039 NUM istl-1750 35 4 / / SYM istl-1750 35 5 c3cs60050e c3cs60050e NOUN istl-1750 35 6 kihlén kihlén NOUN istl-1750 35 7 , , PUNCT istl-1750 35 8 m. m. NOUN istl-1750 35 9 & & CCONJ istl-1750 35 10 waligorski waligorski PROPN istl-1750 35 11 , , PUNCT istl-1750 35 12 m. m. NOUN istl-1750 35 13 2003 2003 NUM istl-1750 35 14 . . PUNCT istl-1750 36 1 electronic electronic ADJ istl-1750 36 2 lab lab NOUN istl-1750 36 3 notebooks notebook VERB istl-1750 36 4 a a DET istl-1750 36 5 crossroads crossroad NOUN istl-1750 36 6 is be AUX istl-1750 36 7 passed pass VERB istl-1750 36 8 . . PUNCT istl-1750 37 1 drug drug NOUN istl-1750 37 2 discovery discovery NOUN istl-1750 37 3 today today NOUN istl-1750 37 4 8(22 8(22 NUM istl-1750 37 5 ) ) PUNCT istl-1750 37 6 , , PUNCT istl-1750 37 7 1007 1007 NUM istl-1750 37 8 - - SYM istl-1750 37 9 1009 1009 NUM istl-1750 37 10 . . PUNCT istl-1750 38 1 doi doi PROPN istl-1750 38 2 : : PUNCT istl-1750 38 3 10.1016 10.1016 NUM istl-1750 38 4 / / SYM istl-1750 38 5 s1359 s1359 NOUN istl-1750 38 6 - - PUNCT istl-1750 38 7 6446(03)02887 6446(03)02887 NUM istl-1750 38 8 - - SYM istl-1750 38 9 3 3 NUM istl-1750 38 10 nesdill nesdill NOUN istl-1750 38 11 , , PUNCT istl-1750 38 12 d. d. PROPN istl-1750 38 13 2018 2018 NUM istl-1750 38 14 . . PUNCT istl-1750 39 1 introducing introduce VERB istl-1750 39 2 labarchives labarchive NOUN istl-1750 39 3 to to ADP istl-1750 39 4 the the DET istl-1750 39 5 university university PROPN istl-1750 39 6 of of ADP istl-1750 39 7 utah utah PROPN istl-1750 39 8 . . PUNCT istl-1750 40 1 [ [ X istl-1750 40 2 cited cite VERB istl-1750 40 3 2018 2018 NUM istl-1750 40 4 may may AUX istl-1750 40 5 8 8 NUM istl-1750 40 6 ] ] PUNCT istl-1750 40 7 . . PUNCT istl-1750 41 1 available available ADJ istl-1750 41 2 from from ADP istl-1750 41 3 : : PUNCT istl-1750 41 4 https://osf.io/gd8h9/ https://osf.io/gd8h9/ PROPN istl-1750 41 5 rubacha rubacha PROPN istl-1750 41 6 , , PUNCT istl-1750 41 7 m. m. NOUN istl-1750 41 8 , , PUNCT istl-1750 41 9 rattan rattan PROPN istl-1750 41 10 , , PUNCT istl-1750 41 11 a.k a.k PROPN istl-1750 41 12 . . PROPN istl-1750 41 13 & & CCONJ istl-1750 41 14 hosselet hosselet PROPN istl-1750 41 15 , , PUNCT istl-1750 41 16 s.c s.c PROPN istl-1750 41 17 . . PROPN istl-1750 41 18 2011 2011 NUM istl-1750 41 19 . . PUNCT istl-1750 42 1 a a DET istl-1750 42 2 review review NOUN istl-1750 42 3 of of ADP istl-1750 42 4 electronic electronic ADJ istl-1750 42 5 laboratory laboratory NOUN istl-1750 42 6 notebooks notebook NOUN istl-1750 42 7 available available ADJ istl-1750 42 8 in in ADP istl-1750 42 9 the the DET istl-1750 42 10 market market NOUN istl-1750 42 11 today today NOUN istl-1750 42 12 . . PUNCT istl-1750 43 1 journal journal PROPN istl-1750 43 2 of of ADP istl-1750 43 3 the the DET istl-1750 43 4 association association NOUN istl-1750 43 5 for for ADP istl-1750 43 6 laboratory laboratory NOUN istl-1750 43 7 automation automation NOUN istl-1750 43 8 16(1 16(1 NUM istl-1750 43 9 ) ) PUNCT istl-1750 43 10 , , PUNCT istl-1750 43 11 90 90 NUM istl-1750 43 12 - - SYM istl-1750 43 13 98 98 NUM istl-1750 43 14 . . PUNCT istl-1750 44 1 doi doi PROPN istl-1750 44 2 : : PUNCT istl-1750 44 3 10.1016 10.1016 NUM istl-1750 44 4 / / SYM istl-1750 44 5 j.jala.2009.01.002 j.jala.2009.01.002 NOUN istl-1750 44 6 previous previous ADJ istl-1750 44 7 contents content NOUN istl-1750 44 8 next next ADV istl-1750 44 9 this this DET istl-1750 44 10 work work NOUN istl-1750 44 11 is be AUX istl-1750 44 12 licensed license VERB istl-1750 44 13 under under ADP istl-1750 44 14 a a DET istl-1750 44 15 creative creative ADJ istl-1750 44 16 commons common NOUN istl-1750 44 17 attribution attribution NOUN istl-1750 44 18 4.0 4.0 NUM istl-1750 44 19 international international ADJ istl-1750 44 20 license license NOUN istl-1750 44 21 . . PUNCT