diff --git a/data/models/textClassification/copyright_gru/model_weights.hdf5 b/data/models/textClassification/copyright_gru/model_weights.hdf5 index c53b4d8..f165d5d 100644 Binary files a/data/models/textClassification/copyright_gru/model_weights.hdf5 and b/data/models/textClassification/copyright_gru/model_weights.hdf5 differ diff --git a/data/models/textClassification/license_gru/model_weights.hdf5 b/data/models/textClassification/license_gru/model_weights.hdf5 index 433e73c..0f84081 100644 Binary files a/data/models/textClassification/license_gru/model_weights.hdf5 and b/data/models/textClassification/license_gru/model_weights.hdf5 differ diff --git a/data/textClassification/licenses/copyrights-licenses-data-validated.csv b/data/textClassification/licenses/copyrights-licenses-data-validated.csv index bc5e752..c73b257 100644 --- a/data/textClassification/licenses/copyrights-licenses-data-validated.csv +++ b/data/textClassification/licenses/copyrights-licenses-data-validated.csv @@ -290,7 +290,7 @@ Copyright © 2022 The Author(s). This is an open access article distributed unde "Copyright © 2021 Lutz, Pérez Arévalo, Ioannidis, Stirmlinger, Demestre, Delorme, Bourgeron and Boeckers. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.",authors,CC-BY "© 2022 Gyurchev, Coral-Medina, Weening, Almayouf, Kuijpers, Nevoigt and Louis. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.",authors,CC-BY "© 2022 Ballutaud et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.",authors,CC-BY -"This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. © 2022 The Authors. Global Change Biology published by John Wiley & Sons Ltd.",authors +"This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. © 2022 The Authors. Global Change Biology published by John Wiley & Sons Ltd.",authors,CC-BY © The Author(s) 2023,authors,undecided "© 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/).",authors,CC-BY "© The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article' s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article' s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http:// creat iveco mmons. org/ licen ses/ by/4. 0/. The Creative Commons Public Domain Dedication waiver (http:// creat iveco mmons. org/ publi cdoma in/ zero/1. 0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.",authors,CC-BY @@ -409,14 +409,14 @@ C. All authors have read and agreed to the published version of the manuscript., Ó The Author(s) 2016. This article is published with open access at Springerlink.com,authors,undecided © 2023 Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/ licenses/by-nc-nd/4.0/).,publisher,CC-BY-NC-ND © 2023 Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,publisher,CC-BY-NC-ND -Ó The Author(s) 2021,undecided,undecided +Ó The Author(s) 2021,authors,undecided "8 tl Copyright 2017, Sp ringer Nature.",publisher,undecided © 2022 Elsevier Inc. All rights reserved.,publisher,copyright © 2022 Elsevier Inc. All rights reserved.,publisher,copyright 2006 Society for Industrial and Applied Mathematics,publisher,undecided © 2023 Published by Elsevier Inc. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ ) Please cite this article as:,publisher,CC-BY "Copyright © 2013 Boudali Ouarzazi et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.",authors,CC-BY -Copyright © 2013 SciRes. WET Copyright © 2013 SciRes. WET Copyright © 2013 SciRes.,publisher,copyright +Copyright © 2013 SciRes. WET Copyright © 2013 SciRes. WET Copyright © 2013 SciRes.,publisher,undecided Copyright © 2023 Proutière et al. This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license.,authors,CC-BY © 2022 THE AUTHORS. Published by Elsevier Inc on behalf of American Society for Biochemistry and Molecular Biology. This is an open access article under the CC BY license (http://creativecommons.org/ licenses/by/4.0/).,authors,CC-BY © 2022 THE AUTHORS. Published by Elsevier Inc on behalf of American Society for Biochemistry and Molecular Biology. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).,authors,CC-BY @@ -677,4 +677,187 @@ License:   This work is licensed under a Creative Commons Attribution 4.0 Copyright ©,undecided,undecided Copyright ©1999 by Cell Press,publisher,undecided ": « The key and novel American contribution to jurisprudence has been that begun by the Poundian paradigm and developed by the legal realists. Not only has it been an original contribution, but its legacy is the vibrant and leading role of American jurisprudence in law today. Almost all modern schools of thought owe a substantial debt to this American contribution, which is now causing legal scholars outside the United States to reorient their work and teaching », B. Leiter, « Naturalized Jurisprudence and American Legal Realism Revisited »,",undecided,undecided -"Rubrique « Atelier des territoires » sur le site du ministère de la cohésion des territoires : http://www.atelier-territoires.logement.gouv.fr/ Territoires de montagne, un séminaire de travail et d'échanges, 20-21 juin 2019, La Bresse, https://www.cerema.fr/fr/actualites/territoires-montagne-seminaire-travail-echanges-20-21-jui",undecided,undecided \ No newline at end of file +"Rubrique « Atelier des territoires » sur le site du ministère de la cohésion des territoires : http://www.atelier-territoires.logement.gouv.fr/ Territoires de montagne, un séminaire de travail et d'échanges, 20-21 juin 2019, La Bresse, https://www.cerema.fr/fr/actualites/territoires-montagne-seminaire-travail-echanges-20-21-jui",undecided,undecided +Conditions 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0/ comme composantes spécifiques de la vie sociale.,undecided,CC-BY-NC-SA +Open Access bajo la licencia CC BY-NC-SA 4.0 (https://creativecommons.org/licenses/by-nc-sa/4.0/) 254,undecided,CC-BY-NC-SA +"Creative Commons -Atribuição-NãoComercial-CompartilhaIgual 4.0 Internacional -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0/ Pathologies sociales dans une métropole au sud du Brésil: pour une approche m... Confins, 38 | 2018",undecided,CC-BY-NC-SA +"Creative Commons -Attribution -Pas d'Utilisation Commerciale -Pas de Modification 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ 1. Ainsi, en 2015, le Vatican a bloqué la candidature du nouvel ambassadeur de France (nommé le 5 janvier près le Saint-Siège) en raison de son homosexualité.",undecided,CC-BY-NC-ND +"Creative Commons -Attribution -Pas d'Utilisation Commerciale -Pas de Modification 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ Affiche 1 : Kamy Nazarian, Montpellier © mc",undecided,CC-BY-NC-ND +"Creative Commons -Attribution -Pas d'Utilisation Commerciale -Pas de Modification 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ MEFRIM -128/2 -2016, p. 201-207. LE GENRE, UNE NOUVELLE APPROCHE DU FAIT RELIGIEUX",undecided,CC-BY-NC-ND +"Creative Commons -Attribution -Pas d'Utilisation Commerciale -Pas de Modification 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ Sociologie du travail 59 (1), janvier-mars 2017, « Les syndicats face aux transformations du secteur public »",undecided,CC-BY-NC-ND +"Creative Commons -Attribution-NonCommercial-NoDerivatives 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ Florian Freitag, Popular New Orleans: The Crescent City in Periodicals, Theme..",undecided,CC-BY-NC-ND +"Creative Commons -Attribution-ShareAlike 4.0 International -CC BY-SA 4.0 https://creativecommons.org/licenses/by-sa/4.0/ Introduction: Proper names and the lexicon -an exposition Lexis, 20 | 2022",undecided,CC-BY-SA +"Creative Commons 3.0 -by-nc-nd, except for those images whose rights are reserved.",undecided,CC-BY-NC-ND +"Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).",undecided,CC-BY-NC +"Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://uk.sagepub.com/aboutus/openaccess.htm).",undecided,CC-BY-NC +"Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us. sagepub.com/en-us/nam/open-access-at-sage).",undecided,CC-BY-NC +"Creative Commons Non Commercial No Derivs CC BY-NC-ND: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 License (https://creativecommons.org/licenses/by-nc-nd/4.0/) which permits non-commercial use, reproduction and distribution of the work as published without adaptation or alteration, without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).",undecided,CC-BY-NC-ND +Creative Commons -Atribuição-NãoComercial-CompartilhaIgual 4.0 Internacional -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +Creative Commons -Attribution -Pas d'Utilisation Commerciale -Partage dans les Mêmes Conditions 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +Creative Commons -Attribution -Pas d'Utilisation Commerciale -Partage dans les Mêmes Conditions 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +Creative Commons -Attribution -Pas d'Utilisation Commerciale -Partage dans les Mêmes Conditions 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +Creative Commons -Attribution-NonCommercial-NoDerivatives 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ Livrer à vélo… en attendant mieux,undecided,CC-BY-NC-ND +Creative Commons -Attribution-NonCommercial-NoDerivatives 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ Noëlle Cuny and Xavier Kalck (eds.). Modernist Objects,undecided,CC-BY-NC-ND +Creative Commons -Attribution-NonCommercial-NoDerivatives 4.0 International -CC BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/ http://www.palethnologie.org,undecided,CC-BY-NC-ND +Creative Commons -Attribution-NonCommercial-ShareAlike 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +Creative Commons -Attribution-NonCommercial-ShareAlike 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +© Conservatoire du littoral.,publisher,undecided +IEEE Consumer Technology Society 2162-2248 © 2022 IEEE,publisher,undecided +2059-7029/Crown Copyright © 2023 Published by Elsevier Ltd on behalf of European Society for Medical Oncology. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,publisher,CC-BY-NC-ND +2405-8963 Copyright © 2020 The Authors. This is an open access article under the CC BY-NC-ND license. Peer review under responsibility of International Federation of Automatic Control.,authors,CC-BY-NC-ND +2405-8963 Copyright © 2020 The Authors. This is an open access article under the CC BY-NC-ND license. Peer review under responsibility of International Federation of Automatic Control.,authors,CC-BY-NC-ND +Creative Commons Attribution-NonCommercial-NoDerivs license CC BY-NC-ND 3.0 IE,undecided,CC-BY-NC-ND +"Copyright © 2018 Endocrine Society This article has been published under the terms of the Creative Commons Attribution Non-Commercial, No-Derivatives License (CC BY-NC-ND; https://creativecommons.org/licenses/by-nc-nd/4.0/).",publisher,CC-BY-NC-ND +"Copyright © 2018 Hennessy, Jørgensen, Scavenius, Enghild, Greve-Poulsen, Sørensen and Stougaard. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.",authors,CC-BY +"Copyright © 2018 J. C. de la Rosa Blul et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.",authors,CC-BY +"© 2022 Zeitschrift für philosophische Literatur, lizenziert unter CC-BY-ND-3.0-DE",publisher,CC-BY-ND +"© 2023 The authors. This article is licensed under a Creative Commons 4.0 licence, no derivative works, attribu-tion, CC-BY-ND.",authors,CC-BY-ND +"© 2023 The authors. This article is licensed under a Creative Commons 4.0 licence, no derivative works, attribution, CC-BY-ND.",authors,CC-BY-ND +"This article is published under the Creative Commons CC-BY-ND License (http://creativecommons.org/licenses/by-nd/4.0/). This license permits use, distribution and reproduction, commercial and non-commercial, provided that the original work is properly cited and is not changed in anyway.",undecided,CC-BY-ND +"Journal fully supported by Office français de la biodiversité This is an Open Access article distributed under the terms of the Creative Commons Attribution License CC-BY-ND (https://creativecommons.org/licenses/by-nd/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. If you remix, transform, or build upon the material, you may not distribute the modified material.",undecided,CC-BY-ND +"Journal fully supported by Onema This is an Open Access article distributed under the terms of the Creative Commons Attribution License CC-BY-ND (http://creativecommons.org/licenses/by-nd/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. If you remix, transform, or build upon the material, you may not distribute the modified material.",undecided,CC-BY-ND +"© 2023 The authors. This article is licensed under a Creative Commons 4.0 licence, no derivative works, attribution, CC-BY-ND.",authors,CC-BY-ND +"Journal fully supported by Office français de la biodiversité This is an Open Access article distributed under the terms of the Creative Commons Attribution License CC-BY-ND (https://creativecommons.org/licenses/by-nd/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. If you remix, transform, or build upon the material, you may not distribute the modified material.",undecided,CC-BY-ND +"Journal fully supported by Office français de la biodiversité This is an Open Access article distributed under the terms of the Creative Commons Attribution License CC-BY-ND (https://creativecommons.org/licenses/by-nd/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. If you remix, transform, or build upon the material, you may not distribute the modified material.",undecided,CC-BY-ND +"This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (CC BY-NC-ND 4.0), which permits copying and redistribution for non-commercial purposes with no derivatives, provided the original work is properly cited (http://creativecommons.org/ licenses/by-nc-nd/4.0/).",undecided,CC-BY-NC-ND +"This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (CC BY-NC-ND 4.0), which permits copying and redistribution for non-commercial purposes with no derivatives, provided the original work is properly cited (http://creativecommons.org/licenses/by-nc-nd/4.0/). © 2023 The Authors",authors,CC-BY-NC-ND +"This is an Open Access article distributed under the terms of the Creative Commons Attribution License CC-BY-NC (https://creativecommons.org/licenses/by-nc/4.0), which permits unrestricted use, distribution, and reproduction in any medium, except for commercial purposes, provided the original work is properly cited.",undecided,CC-BY-NC +"This is an Open Access article distributed under the terms of the Creative Commons Attribution License CC-BY-ND (http://creativecommons.org/licenses/by-nd/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. If you remix, transform, or build upon the material, you may not distribute the modified material.",undecided,CC-BY-ND +"This is an Open Access journal. This means that it uses a funding model that does not charge readers or their institutions for access. Readers may freely read, download, copy, distribute, print, search, or link to the full texts of articles. This journal is covered under the CC BY-NC-ND license.",undecided,CC-BY-NC-ND +"This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.",undecided,CC-BY-NC-ND +This is an open access article distributed under the CC BY-NC-ND 4.0 terms and conditions,undecided,CC-BY-NC-ND +This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,undecided,CC-BY-NC-ND +This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,undecided,CC-BY-NC-ND +This is an open access chapter distributed under a CC BY-NC-ND 4.0 International License.,undecided,CC-BY-NC-ND +"anges made as a result of the peer review process, and which may also include the addition to the article by IOP Publishing of a header, an article ID, a cover sheet and/or an 'Accepted Manuscript' watermark, but excluding any other editing, typesetting or other changes made by IOP Publishing and/or its licensors" This Accepted Manuscript is © . During the embargo period (the 12 month period from the publication of the Version of Record of this article), the Accepted Manuscript is fully protected by copyright and cannot be reused or reposted elsewhere. As the Version of Record of this article is going to be / has been published on a subscription basis, this Accepted Manuscript is available for reuse under a CC BY-NC-ND 3.0 licence after the 12 month embargo period. After the embargo period, everyone is permitted to use copy and redistribute this article for non-commercial purposes only, provided that they adhere to all the terms of the licence https://creativecommons.org/licences/by-nc-nd/3.0 Although reasonable endeavours have been taken to obtain all necessary permissions from third parties to include their copyrighted content within this article, their full citation and copyright line may not be present in this Accepted Manuscript version. Before using any content from this article, please refer to the Version of Record on IOPscience once published for full citation and copyright details, as permissions will likely be required. All third party content is fully copyright protected, unless specifically stated otherwise in the figure caption in the Version of Record.",publisher,CC-BY-NC-ND +"anges made as a result of the peer review process, and which may also include the addition to the article by IOP Publishing of a header, an article ID, a cover sheet and/or an 'Accepted Manuscript' watermark, but excluding any other editing, typesetting or other changes made by IOP Publishing and/or its licensors" This Accepted Manuscript is © 2020 IOP Publishing Ltd. During the embargo period (the 12 month period from the publication of the Version of Record of this article), the Accepted Manuscript is fully protected by copyright and cannot be reused or reposted elsewhere. As the Version of Record of this article is going to be / has been published on a subscription basis, this Accepted Manuscript is available for reuse under a CC BY-NC-ND 3.0 licence after the 12 month embargo period. After the embargo period, everyone is permitted to use copy and redistribute this article for non-commercial purposes only, provided that they adhere to all the terms of the licence https://creativecommons.org/licences/by-nc-nd/3.0 Although reasonable endeavours have been taken to obtain all necessary permissions from third parties to include their copyrighted content within this article, their full citation and copyright line may not be present in this Accepted Manuscript version. Before using any content from this article, please refer to the Version of Record on IOPscience once published for full citation and copyright details, as permissions will likely be required. All third party content is fully copyright protected, unless specifically stated otherwise in the figure caption in the Version of Record.",publisher,CC-BY-NC-ND +"anges made as a result of the peer review process, and which may also include the addition to the article by IOP Publishing of a header, an article ID, a cover sheet and/or an 'Accepted Manuscript' watermark, but excluding any other editing, typesetting or other changes made by IOP Publishing and/or its licensors" This Accepted Manuscript is © 2021 IAEA, Vienna. During the embargo period (the 12 month period from the publication of the Version of Record of this article), the Accepted Manuscript is fully protected by copyright and cannot be reused or reposted elsewhere. As the Version of Record of this article is going to be / has been published on a subscription basis, this Accepted Manuscript is available for reuse under a CC BY-NC-ND 3.0 licence after the 12 month embargo period. After the embargo period, everyone is permitted to use copy and redistribute this article for non-commercial purposes only, provided that they adhere to all the terms of the licence https://creativecommons.org/licences/by-nc-nd/3.0 Although reasonable endeavours have been taken to obtain all necessary permissions from third parties to include their copyrighted content within this article, their full citation and copyright line may not be present in this Accepted Manuscript version. Before using any content from this article, please refer to the Version of Record on IOPscience once published for full citation and copyright details, as permissions will likely be required. All third party content is fully copyright protected, unless specifically stated otherwise in the figure caption in the Version of Record.",publisher,CC-BY-NC-ND +"anges made as a result of the peer review process, and which may also include the addition to the article by IOP Publishing of a header, an article ID, a cover sheet and/or an 'Accepted Manuscript' watermark, but excluding any other editing, typesetting or other changes made by IOP Publishing and/or its licensors" This Accepted Manuscript is © 2022 The Author(s). Published on behalf of BIPM by IOP Publishing Ltd. As the Version of Record of this article is going to be / has been published on a gold open access basis under a CC BY 3.0 licence, this Accepted Manuscript is available for reuse under a CC BY 3.0 licence immediately. Everyone is permitted to use all or part of the original content in this article, provided that they adhere to all the terms of the licence https://creativecommons.org/licences/by/3.0 Although reasonable endeavours have been taken to obtain all necessary permissions from third parties to include their copyrighted content within this article, their full citation and copyright line may not be present in this Accepted Manuscript version. Before using any content from this article, please refer to the Version of Record on IOPscience once published for full citation and copyright details, as permissions may be required. All third party content is fully copyright protected and is not published on a gold open access basis under a CC BY licence, unless that is specifically stated in the figure caption in the Version of Record.",authors,CC-BY +<2020>This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0,undecided,CC-BY-NC-ND +"Supplemental material This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise. Open access This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/. ORCID iDs Jonas JW Kuiper http://orcid.org",undecided,CC-BY-NC +"at may be made by its manufacturer is not guaranteed or endorsed by the publisher. © Copyright: the Author(s), 2023 Licensee PAGEPress, Italy",authors,undecided +Tell me if you prefer bovine or poultry sectors and I'll tell you who you are: Characterization of,undecided,undecided +The medium is not the message 201 © 2022. John Benjamins Publishing Company All rights reserved,publisher,copyright +© milan gmail -Fotolia,undecided,undecided +"French ministry of the interior, Crel/saelsi, place Beauveau paris, Franc",undecided,undecided +u n t T H E C H E M I C A L R E C O R D,undecided,undecided +u n t T H E C H E M I C A L R E C O R D,undecided,undecided +C. neoformans LPMO promote fungal cell wall adaptations and virulenc,undecided,undecided +behalf of The Animal Consortium. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).,undecided,CC-BY +behalf of The Animal Consortium. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,undecided,CC-BY-NC-ND +behalf of The Animal Consortium. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,undecided,CC-BY-NC-ND +This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND). Data deposition: Behavioral data and computational models are available at GitHub (https://github.com/GermainLefebvre/LearningToSpeculate_2018).,undecided,CC-BY-NC-ND +This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).,undecided,CC-BY-NC-ND +This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).,undecided,CC-BY-NC-ND +This open access article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 International (CC BY-NC-ND,undecided,CC-BY-NC-ND +This open access article is distributed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license.,undecided,CC-BY-NC-ND +This open access article is distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) license.,undecided,CC-BY-NC-ND +ssible open access publication under the terms and conditions of the Creative Commons Attri-bution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/).,undecided,CC-BY +"REAGENT or RESOURCE SOURCE IDENTIFIER Deposited data HCP raw and processed MRI data Van Essen et al., 2013 https://www.humanconnectome.org/study/hcp-young-adult Software and Algorithms Whole-brain modeling Custom software https://github.com/decolab/cr-turbulence MATLAB 2014b MathWorks https://www.mathworks.com SPM Wellcome Department of Cognitive Neurology, London, UK https://www.fil.ion.ucl.ac.uk/spm/ FSL FMRIB Software Library https://fsl.fmrib.ox.ac.uk/fsl/fslwiki/ Connectome Workbench Marcus et al., 2011 https://www.humanconnectome.org/software/ connectome-workbench",undecided,undecided +REAGENT or RESOURCE SOURCE IDENTIFIER Antibodies,undecided,undecided +The origin of this Special Issue about "Personalized and Precision Medicine 2022" of the Journal of Personalized Medicine is the International Conference on Personalized and Precision Medici,undecided,undecided +"was originally published electronically on the publisher's internet portal on 6 June without open access. With the author(s)' decision to opt for Open Choice the copyright of the article changed on 17 June 2023 to © The Authors 2023 and the article is forthwith distributed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The original article has been corrected. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecom-mons.org/licenses/by/4.0/. © The Authors 2023",authors,CC-BY +Copyright owned by the author(s) under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND 4.0). http://pos.sissa.i,authors,CC-BY-NC-ND +Copyright owned by the author(s) under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike Licence. http://pos.sissa.i,authors,CC-BY-NC-SA +a p t e r 4,undecided,undecided +d p r o o f,undecided,undecided +Il presente volume è pubblicato ad Accesso Aperto con licenza Creative Commons Licence CC-BY-NC-ND 4.0 https://creativecommons.org/licenses/by-nc-nd/4.0/deed.it Crediti fotografici © 2023 crediti dichiarati in didascalia.,undecided,CC-BY-NC-ND +"The source code, data, and/or other artifacts have been made available at https://github.com/hharcolezi/risks-ldp. This work is licensed under the Creative Commons BY-NC-ND 4.0 International License. Visit https://creativecommons.org/licenses/by-nc-nd/4.0/ to view a copy of this license. For any use beyond those covered by this license, obtain permission by emailing info@vldb.org. Copyright is held by the owner/author(s). Publication rights licensed to the VLDB Endowment.",authors,CC-BY-NC-ND +This work is licensed under a Creative Commons 4.0 International License(CC BY-NC-ND 4.0). EDITORIAL UNIVERSITAT POLITÈCNICA DE VALÈNCIA,undecided,CC-BY-NC-ND +This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC-BY-NC-ND) https://creativecommons.org/licenses/by-nc-nd/4.0/ © Charles Li,authors,CC-BY-NC-ND +"Copyright © 2022 the Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the European Hematology Association. This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.",authors,CC-BY +"Copyright © 2022 the Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the European Hematology Association. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.",authors,CC-BY-NC-ND +"Copyright © 2022 the Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the European Hematology Association. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.",authors,CC-BY-NC-ND +"Copyright © 2022, Association for the Advancement of Artificial Intelligence (www.aaai.org). All rights reserved.",publisher,copyright +"Copyright © 2022, China National Rice Research Institute. Hosting by Elsevier B V This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) Peer review under responsibility of China National Rice Research Institu",publisher,CC-BY-NC-ND +"Copyright © 2022, China National Rice Research Institute. Hosting by Elsevier B V This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/) Peer review under responsibility of China National Rice Research Institute http://dx.doi.org",publisher,CC-BY-NC-ND +"Copyright © 2023 the Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the European Hematology Association. This is an open-access article distributed under the terms of the Creative Commons Attribution-Non Commercial-No Derivatives License 4.0 (CCBY-NC-ND), where it is permissible to download and share the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal.",authors,CC-BY-NC-ND +Copyright © 2019,undecided,undecided +Copyright © 2020 The Authors. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0),authors,CC-BY-NC-ND +Copyright © 2021 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.,authors,CC-BY-NC-ND +Copyright © 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license. Articles,authors,CC-BY-NC-ND +Copyright © 2022 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY-NC-ND 4.0 license.,authors,CC-BY-NC-ND +Copyright © 2022 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).,authors,CC-BY +Copyright © 2022 The Author(s). Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,authors,CC-BY-NC-ND +Copyright © 2022 The Author(s). This is an open access article distributed under the CC BY 4.0 International license.,authors,CC-BY +Copyright © 2022 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.,authors,CC-BY-NC-ND +Copyright © 2022 The Author(s). This is an open access article distributed under the CC BY-NC-ND 4.0 International license.,authors,CC-BY-NC-ND +Copyright © 2022 The Authors. Licensed under Creative Commons Attribution CC-BY 4.0. Published by the American Physiological Society.,authors,CC-BY +Copyright © 2022 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,authors,CC-BY-NC-ND +Copyright © 2022 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).,authors,CC-BY-NC-ND +Copyright © 2022 The Authors. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/),authors,CC-BY-NC-ND +Copyright © 2022 The Authors. This is an open access article under the CC BY-NC-ND license (https://creativecommons.org/licenses/by-nc-nd/4.0/),authors,CC-BY-NC-ND +Copyright © 2022 by G. WersingerTaylor This open access publication is distributed under a Creative Commons Attribution-NonCommercialNoDerivatives License (CC BY-NC-ND),authors,CC-BY-NC-ND +Copyright © 2022 by Gaelle Bequet. This work is made available under the terms of the Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0,authors,CC-BY +Copyright © 2022 by JSME Copyright © 2022 by JSME,publisher,undecided +Copyright © 2022 by JSME,publisher,undecided +Copyright © 2022 by author(s) and Scientific Research Publishing Inc. This work is licensed under the Creative Commons Attribution International License (CC BY 4.0). http://creativecommons.org/licenses/by/4.0,authors,CC-BY +Copyright © 2022 by author(s) and Scientific Research Publishing Inc. This work is licensed under the Creative Commons Attribution International License (CC BY 4.0). http://creativecommons.org/licenses/by/4.0/ Open Access,authors,CC-BY +Copyright © 2022 by author(s) and Scientific Research Publishing Inc. This work is licensed under the Creative Commons Attribution International License (CC BY 4.0). http://creativecommons.org/licenses/by/4.0/ Open Access,authors,CC-BY +Copyright © 2022 by the American Society of Nephrology 143,publisher,undecided +Copyright © 2022 by the Authors. Published by the Lyson Center for Civic Agriculture and Food Systems. Open access under CC-BY license.,authors,CC-BY +Copyright © 2022 by the author(s). Published here under license by the Resilience Alliance.,authors,undecided +Copyright © 2022 the Author(s). Published by PNAS. This article is distributed under Creative Commons Attribution License 4.0 (CC BY).,authors,CC-BY +Copyright © 2022 the Author(s). Published by PNAS. This article is distributed under Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND).,authors,CC-BY-NC-ND +"© 2021 Robert Alessi cbd. This work is licensed under the Creative Commons License "Attribution-NoDerivatives 4.0 International" (CC BY-ND 4.0). To view a copy of this license, visit :*",authors,CC-BY-ND +The authors. Released under the CC BY-ND license (International 4.0).,authors,CC-BY-ND +© The authors. Released under the CC BY-ND license (International 4.0).,authors,CC-BY-ND +© 2023 l'auteur. Publication sous licence Creative Commons CC BY-ND.,authors,CC-BY-ND +"© 2021 Robert Alessi cbd. This work is licensed under the Creative Commons License "Attribution-NoDerivatives 4.0 International" (CC BY-ND 4.0). To view a copy of this license, visit : https://creativecommons.org/licenses/by-nd/4.0/.",authors,CC-BY-ND +Open Access bajo la licencia CC BY-NC-SA 4.0 (https://creativecommons.org/licenses/by-nc-sa/4.0/) 258,undecided,CC-BY-NC-SA +Open Access bajo la licencia CC BY-NC-SA 4.0 (https://creativecommons.org/licenses/by-nc-sa/4.0/) 260,undecided,CC-BY-NC-SA +Open Access bajo la licencia CC BY-NC-SA 4.0 (https://creativecommons.org/licenses/by-nc-sa/4.0/) 261,undecided,CC-BY-NC-SA +Creative Commons -Attribution -Pas d'Utilisation Commerciale -Partage dans les Mêmes Conditions 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +Creative Commons -Attribution -Pas d'Utilisation Commerciale -Partage dans les Mêmes Conditions 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +a Creative Commons Attribution CC-BY-NC -https://creativecommons.org/licenses/by-nc/2.0,undecided,CC-BY-NC +b Creative Commons,undecided,undecided +© Creative Commons -4.0 BY-NC-ND,undecided,CC-BY-NC-ND +© Creative Commons -4.0 BY-NC-SA,undecided,CC-BY-NC-SA +"© FAO, 2018 Some rights reserved. This work is made available under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 IGO licence (CC BY-NC-SA 3.0 IGO; https://creativecommons.org/licenses/by-nc-sa/3.0/igo). Under the terms of this licence, this work may be copied, redistributed and adapted for non-commercial purposes, provided that the work is appropriately cited. In any use of this work, there should be no suggestion that FAO endorses any specific organization, products or services. The use of the FAO logo is not permitted. If the work is adapted, th",publisher,CC-BY-NC-SA +"© FAO, 2020 BY SA NC Some rights reserved. This work is made available under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 IGO licence (CC BY-NC-SA 3.0 IGO; https://creativecommons.org/licenses/by-nc-sa/3.0/igo/ legalcode). Under the terms of this licence, this work may be copied, redistributed and adapted for non-commercial purposes, provided that the work is appropriately cited. In any use of this work, there should be no suggestion that FAO endorses any specific organization, products or services. The use of the FAO logo is not permitted.",publisher,CC-BY-NC-SA +"© FAO, 2023, last update 23/02/2023 Some rights reserved. This work is made available under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 IGO licence (CC BY-NC-SA 3.0 IGO; https://creativecommons.org/licenses/by-nc-sa/3.0/igo/legalcode). Under the terms of this licence, this work may be copied, redistributed and adapted for non-commercial purposes, provided that the work is appropriately cited. In any use of this work, there should be no suggestion that FAO endorses any specific organization, products or services. The use of the FAO logo is not permitted. If the work is adapted, then it must be licensed under the same or equivalent Creative Commons licence. If a translation of this work is created, it must include the following disclaimer along with the required citation: "This translation was not created by the Food and Agriculture Organization of the United Nations (FAO). FAO is not responsible for the content or accuracy of this translation. The original English edition shall be the authoritative edition." Disputes arising under the licence that cannot be settled amicably will be resolved by mediation and arbitration as described in Article 8 of the licence except as otherwise provided herein. The applicable mediation rules will be the mediation rules of the World Intellectual Property Organization http://www.wipo.int/amc/en/mediation/ rules and any arbitration will be conducted in accordance with the Arbitration Rules of the United Nations Commission on International Trade Law (UNCITRAL). Third-party materials. Users wishing to reuse material from this work that is attributed to a third party, such as tables, figures or images, are responsible for determining whether permission is needed for that reuse and for obtaining permission from the copyright holder. The risk of claims resulting from infringement of any third-party-owned component in the work rests solely with the user. Sales, rights and licensing. FAO information products are available on the FAO website (www.fao.org/publications) and can be purchased through publications-sales@fao.org. Requests for commercial use should be submitted via: www.fao.org/contact-us/licence-request. Queries regarding rights and licensing should be submitted to: copyright@fao.org. Cover photo: © Tibor Végh via Unsplash",publisher,CC-BY-NC-SA +©2006 FASEB,publisher,undecided +"The FEBS Journal (2023) Ó 2023 The Authors. The FEBS Journal published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.",authors,CC-BY-NC-ND +2020 IPOL & the authors CC-BY-NC-SA,authors,CC-BY-NC-SA +"© The Author(s). Published by: Adam Mickiewicz University Press, 2023. Open Access article, distributed under the terms of the CC licence (BY-NC-SA, https://creativecommons.org/licenses/by-nc-sa/4.0/).",authors,CC-BY-NC-SA +Ce document a été généré automatiquement le 26 mars 2023. Creative Commons -Attribution -Pas d'Utilisation Commerciale -Partage dans les Mêmes Conditions 4.0 International -CC BY-NC-SA 4.0 https://creativecommons.org/licenses/by-nc-sa/4.0,undecided,CC-BY-NC-SA +Copyright note: Authors retain unrestricted copyright and all publishing rights in compliance with the Creative Commons license CC BY-NC-SA.,authors,CC-BY-NC-SA +This work is licensed under a Creative Commons CC BY-NC-SA 4.0 International License.,undecided,CC-BY-NC-SA +2022 IPOL & the authors CC-BY-NC-SA,publisher,CC-BY-NC-SA +Copyright note: Authors retain unrestricted copyright and all publishing rights in compliance with the Creative Commons license CC BY-NC-SA.,authors,CC-BY-NC-SA +Creative Commons licenses: This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY -NC -SA 4.0). License (http://creativecommons.org/licenses/by-nc-sa/4.0/).,undecided,CC-BY-NC-SA +"©2022 H. G. Nagaraja, U. Manjulamma This is an open access article licensed under the CC BY-SA 4.0",authors,CC-BY-SA +"ª Lucı ´a Echevarrı ´a et al. 2021; Published by Mary Ann Liebert, Inc. This Open Access article is distributed under the terms of the Creative Commons Attribution Noncommercial License [CC-BY-NC] (http://creativecommons.org/licenses/by-nc/4.0/) which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and the source are cited. Correction added on May 7, 2021 after first online publication of July 27, 2020: The article reflects Open Access, with copyright transferring to the author(s), and a Creative Commons Attribution Noncommercial License (CC-BY-NC) added (http://creative commons.org/licenses/by-nc/4.0/).",authors,CC-BY-NC +"European Language Resources Association (ELRA), licensed under CC-BY-NC 66",publisher,CC-BY-NC +"European Language Resources Association (ELRA), licensed under CC-BY-NC",publisher,CC-BY-NC +"© European Language Resources Association (ELRA), licensed under CC-BY-NC 67",publisher,CC-BY-NC +"© European Language Resources Association (ELRA), licensed under CC-BY-NC-4.0 1849",publisher,CC-BY-NC +"© European Language Resources Association (ELRA), licensed under CC-BY-NC-4.0 64",publisher,CC-BY-NC +"© European Language Resources Association (ELRA), licensed under CC-BY-NC-4.0",publisher,CC-BY-NC +"CC-BY-NC 4.0 International license It is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted February 10, 2021.",undecided,CC-BY-NC +"CC-BY-NC 4.0 International license available under a (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made The copyright holder for this preprint this version posted November 3, 2021.",undecided,CC-BY-NC +"CC-BY-NC 4.0 International license available under a was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made The copyright holder for this preprint (which this version posted May 10, 2023.",undecided,CC-BY-NC +"CC-BY-NC 4.0 International license made available under a (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is The copyright holder for this preprint this version posted May 4, 2022.",undecided,CC-BY-NC +"CC-BY-NC 4.0 International license perpetuity. It is made available under a preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in The copyright holder for this this version posted February 14, 2021.",undecided,CC-BY-NC +"CC-BY-NC-ND 4.0 International license made available under a (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is The copyright holder for this preprint this version posted July 18, 2021.",undecided,CC-BY-NC-ND +"CC-BY-NC-ND 4.0 International license made available under a (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is The copyright holder for this preprint this version posted June 16, 2022.",undecided,CC-BY-NC-ND +"CC-BY-NC-ND 4.0 International license perpetuity. It is made available under a preprint (which was not certified by peer review) is the author/funder, who has granted bioRxiv a license to display the preprint in The copyright holder for this this version posted January 25, 2023.",undecided,CC-BY-NC-ND +-SinDerivadas 4.0 Internacional (CC BY-NC-ND 4.0),undecided,CC-BY-NC-ND +"Ó 2022 The Authors. The Plant Journal published by Society for Experimental Biology and John Wiley & Sons Ltd. This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made.",authors,CC-BY-NC-ND +"© 2023 Copyright held by the owner/author(s). Publication rights licensed to ACM.",authors,undecided +"Copyright © 2023 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license.",authors,CC-BY +"Copyright: © 2023, LaHood et al. This is an open access article published under the terms of the Creative Commons Attribution 4.0 International License.",authors,CC-BY +"© Obregon, Wu-Chuang and Cabezas-Cruz. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.",authors,CC-BY +"& 2015 Macmillan Publishers Limited. All rights reserved.",publisher,copyright +"G2015 Macmillan Publishers Limited. All rights reserved",publisher,copyright +"© XXXX American Chemical Society",publisher,undecided +"© 2013 Macmillan Publishers Limited. All rights reserved",publisher,copyright +"Copyright © 2013, American Society for Microbiology. All Rights Reserved.",publisher,copyright +"C 2013 American Institute of Physics 102, 031105-1",publisher,undecided +"© 2022. American Geophysical Union. All Rights Reserved.",publisher,copyright +"© 2023 Foundation Acta Paediatrica. Published by John Wiley & Sons Ltd",publisher,undecided +"Copyright © 1998, American Society for Microbiology. All Rights Reserved.",publisher,copyright +"Copyright © 2022 Massachusetts Medical Society. All rights reserved.",publisher,copyright +"ã Oxford University Press 2003; all rights reserved",publisher,copyright +"c EDP Sciences Springer-Verlag 1998",publisher,undecided +"© 2023 The Society of Chinese Scholars on Exercise Physiology and Fitness. Published by Elsevier (Singapore) Pte Ltd. This is an open access article under the CC BY-NC-ND license (http:// creativecommons.org/licenses/by-nc-nd/4.0/).",publisher,CC-BY-NC-ND diff --git a/delft/applications/grobidTagger.py b/delft/applications/grobidTagger.py index 00d9bb9..661fb17 100644 --- a/delft/applications/grobidTagger.py +++ b/delft/applications/grobidTagger.py @@ -10,7 +10,7 @@ from delft.sequenceLabelling.reader import load_data_and_labels_crf_file from delft.utilities.Utilities import longest_row, t_or_f -MODEL_LIST = ['affiliation-address', 'citation', 'date', 'header', 'name-citation', 'name-header', 'software', 'figure', 'table', 'reference-segmenter', 'segmentation', 'funding-acknowledgement'] +MODEL_LIST = ['affiliation-address', 'citation', 'date', 'header', 'name-citation', 'name-header', 'software', 'figure', 'table', 'reference-segmenter', 'segmentation', 'funding-acknowledgement', 'patent-citation'] def configure(model, architecture, output_path=None, max_sequence_length=-1, batch_size=-1, @@ -59,7 +59,12 @@ def configure(model, architecture, output_path=None, max_sequence_length=-1, bat o_early_stop = False if max_epoch == -1: max_epoch = 30 - elif model.startswith("funding"): + elif model.startswith("funding-acknowledgement"): + if max_sequence_length == -1: + max_sequence_length = 512 + if batch_size == -1: + batch_size = 8 + elif model == "patent-citation": if max_sequence_length == -1: max_sequence_length = 512 if batch_size == -1: @@ -126,6 +131,14 @@ def configure(model, architecture, output_path=None, max_sequence_length=-1, bat max_sequence_length = 500 else: max_sequence_length = 800 + elif model == "patent-citation": + if batch_size == -1: + batch_size = 40 + if max_sequence_length == -1: + if use_ELMo: + max_sequence_length = 400 + else: + max_sequence_length = 1000 model_name += '-' + architecture @@ -309,6 +322,8 @@ def eval_(model, input_path=None, architecture='BidLSTM_CRF', use_ELMo=False): print(len(x_all), 'evaluation sequences') + print("max evaluation sequence length:", str(longest_row(x_all))) + model_name = 'grobid-' + model model_name += '-'+architecture if use_ELMo: diff --git a/doc/copyrights_licenses_eval.txt b/doc/copyrights_licenses_eval.txt index 57cd2a7..1d33ea9 100644 --- a/doc/copyrights_licenses_eval.txt +++ b/doc/copyrights_licenses_eval.txt @@ -5,97 +5,96 @@ GRU - glove-840B > python3 delft/applications/licenseClassifier.py train_eval --embedding glove-840B --fold-count 10 -Evaluation on 73 instances: +Evaluation on 76 instances: precision recall f-score support - publisher 0.9062 0.9355 0.9206 31 - authors 1.0000 0.8966 0.9455 29 - undecided 0.7333 0.8462 0.7857 13 + publisher 0.9667 1.0000 0.9831 29 + authors 1.0000 0.9600 0.9796 25 + undecided 0.9545 0.9545 0.9545 22 -Evaluation on 61 instances: +Evaluation on 71 instances: precision recall f-score support CC-0 0.0000 0.0000 0.0000 0 - CC-BY 0.9565 1.0000 0.9778 22 - CC-BY-NC 0.0000 0.0000 0.0000 1 - CC-BY-NC-ND 1.0000 1.0000 1.0000 3 - CC-BY-SA 1.0000 1.0000 1.0000 1 - CC-BY-NC-SA 0.0000 0.0000 0.0000 0 - CC-BY-ND 0.0000 0.0000 0.0000 0 - copyright 1.0000 1.0000 1.0000 8 + CC-BY 1.0000 0.9565 0.9778 23 + CC-BY-NC 1.0000 1.0000 1.0000 3 + CC-BY-NC-ND 1.0000 1.0000 1.0000 8 + CC-BY-SA 1.0000 1.0000 1.0000 5 + CC-BY-NC-SA 1.0000 1.0000 1.0000 2 + CC-BY-ND 1.0000 1.0000 1.0000 1 + copyright 1.0000 1.0000 1.0000 7 other 0.0000 0.0000 0.0000 0 - undecided 1.0000 1.0000 1.0000 26 + undecided 0.9565 1.0000 0.9778 22 * single classifier > python3 delft/applications/licenseClassifier.py train_eval --embedding glove-840B -Evaluation on 73 instances: +Evaluation on 76 instances: precision recall f-score support - publisher 0.9032 0.9032 0.9032 31 - authors 0.8387 0.8966 0.8667 29 - undecided 0.8182 0.6923 0.7500 13 + publisher 0.9655 0.9655 0.9655 29 + authors 0.9600 0.9600 0.9600 25 + undecided 0.9545 0.9545 0.9545 22 -Evaluation on 72 instances: +Evaluation on 86 instances: precision recall f-score support CC-0 0.0000 0.0000 0.0000 0 - CC-BY 0.8788 0.9667 0.9206 30 - CC-BY-NC 0.0000 0.0000 0.0000 4 - CC-BY-NC-ND 1.0000 1.0000 1.0000 3 - CC-BY-SA 1.0000 1.0000 1.0000 3 - CC-BY-NC-SA 0.0000 0.0000 0.0000 0 - CC-BY-ND 0.0000 0.0000 0.0000 0 - copyright 0.9167 1.0000 0.9565 11 + CC-BY 0.9412 1.0000 0.9697 32 + CC-BY-NC 1.0000 1.0000 1.0000 4 + CC-BY-NC-ND 0.8000 0.8889 0.8421 9 + CC-BY-SA 1.0000 1.0000 1.0000 5 + CC-BY-NC-SA 1.0000 0.7500 0.8571 4 + CC-BY-ND 0.0000 0.0000 0.0000 2 + copyright 0.8571 1.0000 0.9231 6 other 0.0000 0.0000 0.0000 0 - undecided 0.9524 0.9524 0.9524 21 - - + undecided 1.0000 0.9583 0.9787 24 + + SciBERT ======= > python3 delft/applications/licenseClassifier.py train_eval --transformer allenai/scibert_scivocab_cased --architecture bert -Evaluation on 73 instances: +Evaluation on 76 instances: precision recall f-score support - publisher 0.9394 1.0000 0.9688 31 - authors 1.0000 0.9655 0.9825 29 - undecided 1.0000 0.9231 0.9600 13 - + publisher 0.8750 0.9655 0.9180 29 + authors 0.9200 0.9200 0.9200 25 + undecided 1.0000 0.8636 0.9268 22 -Evaluation on 70 instances: +Evaluation on 83 instances: precision recall f-score support CC-0 0.0000 0.0000 0.0000 0 - CC-BY 0.7568 0.9655 0.8485 29 - CC-BY-NC 0.0000 0.0000 0.0000 4 - CC-BY-NC-ND 0.0000 0.0000 0.0000 2 - CC-BY-SA 0.0000 0.0000 0.0000 2 - CC-BY-NC-SA 0.0000 0.0000 0.0000 0 - CC-BY-ND 0.0000 0.0000 0.0000 0 - copyright 0.8462 0.9167 0.8800 12 - other 0.0000 0.0000 0.0000 0 - undecided 0.9500 0.9048 0.9268 21 + CC-BY 0.9583 1.0000 0.9787 23 + CC-BY-NC 0.0000 0.0000 0.0000 2 + CC-BY-NC-ND 0.9375 1.0000 0.9677 15 + CC-BY-SA 1.0000 1.0000 1.0000 2 + CC-BY-NC-SA 1.0000 1.0000 1.0000 1 + CC-BY-ND 1.0000 1.0000 1.0000 1 + copyright 1.0000 1.0000 1.0000 10 + other 0.0000 0.0000 0.0000 1 + undecided 0.9655 1.0000 0.9825 28 BERT-base-cased =============== > python3 delft/applications/licenseClassifier.py train_eval --transformer bert-base-cased --architecture bert -Evaluation on 73 instances: +Evaluation on 76 instances: precision recall f-score support - publisher 0.9000 0.8710 0.8852 31 - authors 0.8750 0.9655 0.9180 29 - undecided 0.9091 0.7692 0.8333 13 + publisher 0.8788 1.0000 0.9355 29 + authors 0.9583 0.9200 0.9388 25 + undecided 1.0000 0.8636 0.9268 22 -Evaluation on 70 instances: +Evaluation on 83 instances: precision recall f-score support CC-0 0.0000 0.0000 0.0000 0 - CC-BY 0.7632 1.0000 0.8657 29 - CC-BY-NC 0.0000 0.0000 0.0000 4 - CC-BY-NC-ND 0.0000 0.0000 0.0000 2 - CC-BY-SA 1.0000 0.5000 0.6667 2 - CC-BY-NC-SA 0.0000 0.0000 0.0000 0 - CC-BY-ND 0.0000 0.0000 0.0000 0 - copyright 1.0000 0.7500 0.8571 12 - other 0.0000 0.0000 0.0000 0 - undecided 0.9545 1.0000 0.9767 21 + CC-BY 0.9565 0.9565 0.9565 23 + CC-BY-NC 0.0000 0.0000 0.0000 2 + CC-BY-NC-ND 0.7143 1.0000 0.8333 15 + CC-BY-SA 0.5000 0.5000 0.5000 2 + CC-BY-NC-SA 0.0000 0.0000 0.0000 1 + CC-BY-ND 0.0000 0.0000 0.0000 1 + copyright 1.0000 0.9000 0.9474 10 + other 0.0000 0.0000 0.0000 1 + undecided 0.9643 0.9643 0.9643 28 BioLinkBERT-base @@ -103,23 +102,24 @@ BioLinkBERT-base > python3 delft/applications/licenseClassifier.py train_eval --transformer michiyasunaga/BioLinkBERT-base --architecture bert -Evaluation on 73 instances: +Evaluation on 76 instances: precision recall f-score support - publisher 0.8788 0.9355 0.9062 31 - authors 0.9655 0.9655 0.9655 29 - undecided 0.8182 0.6923 0.7500 13 + publisher 0.8788 1.0000 0.9355 29 + authors 1.0000 0.9200 0.9583 25 + undecided 0.9500 0.8636 0.9048 22 -valuation on 70 instances: +Evaluation on 83 instances: precision recall f-score support CC-0 0.0000 0.0000 0.0000 0 - CC-BY 0.7059 0.8276 0.7619 29 - CC-BY-NC 0.0000 0.0000 0.0000 4 - CC-BY-NC-ND 0.0000 0.0000 0.0000 2 - CC-BY-SA 0.0000 0.0000 0.0000 2 - CC-BY-NC-SA 0.0000 0.0000 0.0000 0 - CC-BY-ND 0.0000 0.0000 0.0000 0 - copyright 0.8000 0.6667 0.7273 12 - other 0.0000 0.0000 0.0000 0 - undecided 0.6923 0.8571 0.7660 21 + CC-BY 0.9167 0.9565 0.9362 23 + CC-BY-NC 0.0000 0.0000 0.0000 2 + CC-BY-NC-ND 0.7500 1.0000 0.8571 15 + CC-BY-SA 1.0000 0.5000 0.6667 2 + CC-BY-NC-SA 0.0000 0.0000 0.0000 1 + CC-BY-ND 0.0000 0.0000 0.0000 1 + copyright 1.0000 0.9000 0.9474 10 + other 0.0000 0.0000 0.0000 1 + undecided 0.9655 1.0000 0.9825 28 +