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Processing document DOI 10.1007/s10676-016-9400-6 gives different output when extracting only header metadata (poor metadata, no abstract..) comparing to extracting the fulltext.
Process Fulltext Document:
<teiHeader xml:lang="en">
<encodingDesc>
<appInfo>
<application version="0.5.1-SNAPSHOT" ident="GROBID" when="2018-01-29T13:38+0000">
<ref target="https://github.com/kermitt2/grobid">GROBID - A machine learning software for extracting information from scholarly documents</ref>
</application>
</appInfo>
</encodingDesc>
<fileDesc>
<titleStmt>
<title level="a" type="main">AI assisted ethics</title>
</titleStmt>
<publicationStmt>
<publisher>Springer Nature</publisher>
<availability status="unknown">
<p>Copyright Springer Nature</p>
</availability>
<date type="published" when="2016">2016</date>
</publicationStmt>
<sourceDesc>
<biblStruct>
<analytic>
<author>
<persName
xmlns="http://www.tei-c.org/ns/1.0">
<forename type="first">Amitai</forename>
<surname>Etzioni</surname>
</persName>
</author>
<author>
<persName
xmlns="http://www.tei-c.org/ns/1.0">
<forename type="first">Oren</forename>
<surname>Etzioni</surname>
</persName>
</author>
<title level="a" type="main">AI assisted ethics</title>
</analytic>
<monogr>
<title level="j" type="main">Ethics and Information Technology</title>
<title level="j" type="abbrev">Ethics Inf Technol</title>
<idno type="ISSN">1388-1957</idno>
<idno type="eISSN">1572-8439</idno>
<imprint>
<publisher>Springer Nature</publisher>
<biblScope unit="volume">18</biblScope>
<biblScope unit="issue">2</biblScope>
<biblScope unit="page" from="149" to="156"/>
<date type="published" when="2016">2016</date>
</imprint>
</monogr>
<idno type="DOI">10.1007/s10676-016-9400-6</idno>
<note>Electronic copy available at: AI assisted ethics Electronic copy available at: 1 2 3 Your article is published under the Creative Commons Attribution license which allows users to read, copy, distribute and make derivative works, as long as the author of the original work is cited. You may self-archive this article on your own website, an institutional repository or funder's repository and make it publicly available immediately. ORIGINAL PAPER Ó Springer Science+Business Media Dordrecht 2016</note>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc>
<textClass>
<keywords>
<term>Ethics bot</term>
<term>Communiterianism</term>
<term>Second-layer AI</term>
<term>Driverless cars</term>
</keywords>
</textClass>
<abstract>
<p>The growing number of 'smart' instruments, those equipped with AI, has raised concerns because these instruments make autonomous decisions; that is, they act beyond the guidelines provided them by programmers. Hence, the question the makers and users of smart instrument (e.g., driver-less cars) face is how to ensure that these instruments will not engage in unethical conduct (not to be conflated with illegal conduct). The article suggests that to proceed we need a new kind of AI program-oversight programs-that will monitor, audit, and hold operational AI programs accountable.</p>
</abstract>
</profileDesc>
</teiHeader>
Process Header Document :
<teiHeader xml:lang="en">
<encodingDesc>
<appInfo>
<application version="0.5.1-SNAPSHOT" ident="GROBID" when="2018-01-29T13:54+0000">
<ref target="https://github.com/kermitt2/grobid">GROBID - A machine learning software for extracting information from scholarly documents</ref>
</application>
</appInfo>
</encodingDesc>
<fileDesc>
<titleStmt>
<title level="a" type="main">AI assisted ethics</title>
</titleStmt>
<publicationStmt>
<publisher>Springer Nature</publisher>
<availability status="unknown">
<p>Copyright Springer Nature</p>
</availability>
<date type="published" when="2016-06">2016-06</date>
</publicationStmt>
<sourceDesc>
<biblStruct>
<analytic>
<author>
<persName
xmlns="http://www.tei-c.org/ns/1.0">
<forename type="first">Amitai</forename>
<surname>Etzioni</surname>
</persName>
</author>
<author>
<persName
xmlns="http://www.tei-c.org/ns/1.0">
<forename type="first">Oren</forename>
<surname>Etzioni</surname>
</persName>
</author>
<author>
<affiliation>
<orgName>1 2 3 Ethics and Information Technology</orgName>
</affiliation>
</author>
<title level="a" type="main">AI assisted ethics</title>
</analytic>
<monogr>
<title level="j" type="main">Ethics and Information Technology</title>
<title level="j" type="abbrev">Ethics Inf Technol</title>
<idno type="ISSN">1388-1957</idno>
<idno type="eISSN">1572-8439</idno>
<imprint>
<publisher>Springer Nature</publisher>
<biblScope unit="volume">18</biblScope>
<biblScope unit="issue">2</biblScope>
<biblScope unit="page" from="149" to="156"/>
<date type="published" when="2016-06" />
</imprint>
</monogr>
<idno type="DOI">10.1007/s10676-016-9400-6</idno>
<note>Electronic copy available at: AI assisted ethics Amitai Etzioni & Oren Etzioni</note>
</biblStruct>
</sourceDesc>
</fileDesc>
<profileDesc>
<abstract/>
</profileDesc>
</teiHeader>
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