[FOS]changed the mapping between the csv and the model. Changed Test classes and resources

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/Constants.java

@@ -3,9 +3,6 @@ package eu.dnetlib.dhp.actionmanager;
 
 import java.util.Optional;
 
-import eu.dnetlib.dhp.schema.common.ModelConstants;
-import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
-import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
 import org.apache.spark.api.java.function.MapFunction;
 import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
@@ -14,6 +11,9 @@ import org.apache.spark.sql.SparkSession;
 import com.fasterxml.jackson.databind.ObjectMapper;
 
 import eu.dnetlib.dhp.application.ArgumentApplicationParser;
+import eu.dnetlib.dhp.schema.common.ModelConstants;
+import eu.dnetlib.dhp.schema.oaf.StructuredProperty;
+import eu.dnetlib.dhp.schema.oaf.utils.OafMapperUtils;
 
 public class Constants {
 
@@ -57,8 +57,8 @@ public class Constants {
 		sp
 			.setQualifier(
 				OafMapperUtils
-								.qualifier(classid
+					.qualifier(
-										,
+						classid,
 						classname,
 						ModelConstants.DNET_SUBJECT_TYPOLOGIES,
 						ModelConstants.DNET_SUBJECT_TYPOLOGIES));

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/createunresolvedentities/GetFOSData.java

@@ -21,7 +21,7 @@ public class GetFOSData implements Serializable {
 
 	private static final Logger log = LoggerFactory.getLogger(GetFOSData.class);
 
-	public static final char DEFAULT_DELIMITER = '\t';
+	public static final char DEFAULT_DELIMITER = ',';
 
 	public static void main(final String[] args) throws Exception {
 		final ArgumentApplicationParser parser = new ArgumentApplicationParser(

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/createunresolvedentities/PrepareFOSSparkJob.java

@@ -11,6 +11,7 @@ import java.util.stream.Collectors;
 import org.apache.commons.io.IOUtils;
 import org.apache.spark.SparkConf;
 import org.apache.spark.api.java.function.MapFunction;
+import org.apache.spark.api.java.function.MapGroupsFunction;
 import org.apache.spark.sql.Dataset;
 import org.apache.spark.sql.Encoders;
 import org.apache.spark.sql.SaveMode;
@@ -64,10 +65,20 @@ public class PrepareFOSSparkJob implements Serializable {
 	private static void distributeFOSdois(SparkSession spark, String sourcePath, String outputPath) {
 		Dataset<FOSDataModel> fosDataset = readPath(spark, sourcePath, FOSDataModel.class);
 
-		fosDataset.map((MapFunction<FOSDataModel, Result>) value -> {
+		fosDataset.groupByKey((MapFunction<FOSDataModel,String>)v->v.getDoi(), Encoders.STRING())
+				.mapGroups((MapGroupsFunction<String, FOSDataModel, Result>)(k,it)->{
 					Result r = new Result();
-				r.setId(DHPUtils.generateUnresolvedIdentifier(value.getDoi(), DOI));
+					FOSDataModel first = it.next();
-				r.setSubject(getSubjects(value));
+					r.setId(DHPUtils.generateUnresolvedIdentifier(first.getDoi(), DOI));
+					HashSet<String> level1 = new HashSet<>();
+					HashSet<String> level2 = new HashSet<>();
+					HashSet<String> level3 = new HashSet<>();
+					addLevels(level1, level2, level3, first);
+					it.forEachRemaining(v -> addLevels(level1, level2, level3, v));
+					List<StructuredProperty>sbjs = new ArrayList<>();
+					level1.forEach(l -> sbjs.add(getSubject(l, FOS_CLASS_ID, FOS_CLASS_NAME)));
+					level2.forEach(l -> sbjs.add(getSubject(l, FOS_CLASS_ID, FOS_CLASS_NAME)));
+					level3.forEach(l -> sbjs.add(getSubject(l, FOS_CLASS_ID, FOS_CLASS_NAME)));
 					return r;
 				}, Encoders.bean(Result.class))
 			.write()
@@ -76,14 +87,10 @@ public class PrepareFOSSparkJob implements Serializable {
 			.json(outputPath + "/fos");
 	}
 
-	private static List<StructuredProperty> getSubjects(FOSDataModel fos) {
+	private static void addLevels(HashSet<String> level1, HashSet<String> level2, HashSet<String> level3, FOSDataModel first) {
-		return Arrays
+		level1.add(first.getLevel1());
-			.asList(getSubject(fos.getLevel1(), FOS_CLASS_ID, FOS_CLASS_NAME),
+		level2.add(first.getLevel2());
-					getSubject(fos.getLevel2(), FOS_CLASS_ID, FOS_CLASS_NAME),
+		level3.add(first.getLevel3());
-					getSubject(fos.getLevel3(), FOS_CLASS_ID, FOS_CLASS_NAME))
-			.stream()
-			.filter(Objects::nonNull)
-			.collect(Collectors.toList());
 	}
 
 

dhp-workflows/dhp-aggregation/src/main/java/eu/dnetlib/dhp/actionmanager/createunresolvedentities/model/FOSDataModel.java

@@ -6,19 +6,19 @@ import java.io.Serializable;
 import com.opencsv.bean.CsvBindByPosition;
 
 public class FOSDataModel implements Serializable {
-	@CsvBindByPosition(position = 1)
+	@CsvBindByPosition(position = 0)
 //    @CsvBindByName(column = "doi")
 	private String doi;
 
-	@CsvBindByPosition(position = 2)
+	@CsvBindByPosition(position = 1)
 //    @CsvBindByName(column = "level1")
 	private String level1;
 
-	@CsvBindByPosition(position = 3)
+	@CsvBindByPosition(position = 2)
 //    @CsvBindByName(column = "level2")
 	private String level2;
 
-	@CsvBindByPosition(position = 4)
+	@CsvBindByPosition(position = 3)
 //    @CsvBindByName(column = "level3")
 	private String level3;
 

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/createunresolvedentities/PrepareTest.java

@@ -155,14 +155,14 @@ public class PrepareTest {
 	void getFOSFileTest() throws IOException, ClassNotFoundException {
 
 		final String sourcePath = getClass()
-			.getResource("/eu/dnetlib/dhp/actionmanager/createunresolvedentities/fos/h2020_fos_sbs.csv")
+			.getResource("/eu/dnetlib/dhp/actionmanager/createunresolvedentities/fos/fos_sbs.csv")
 			.getPath();
 		final String outputPath = workingDir.toString() + "/fos.json";
 
 		new GetFOSData()
 			.doRewrite(
 				sourcePath, outputPath, "eu.dnetlib.dhp.actionmanager.createunresolvedentities.model.FOSDataModel",
-				'\t', fs);
+				',', fs);
 
 		BufferedReader in = new BufferedReader(
 			new InputStreamReader(fs.open(new org.apache.hadoop.fs.Path(outputPath))));
@@ -176,7 +176,7 @@ public class PrepareTest {
 			count += 1;
 		}
 
-		assertEquals(38, count);
+		assertEquals(39, count);
 
 	}
 

dhp-workflows/dhp-aggregation/src/test/java/eu/dnetlib/dhp/actionmanager/createunresolvedentities/ProduceTest.java

@@ -107,13 +107,13 @@ public class ProduceTest {
 			.textFile(workingDir.toString() + "/unresolved")
 			.map(item -> OBJECT_MAPPER.readValue(item, Result.class));
 
-		Assertions.assertEquals(135, tmp.count());
+		Assertions.assertEquals(105, tmp.count());
 
 		Assertions.assertEquals(1, tmp.filter(row -> row.getId().equals("unresolved::10.3390/s18072310::doi")).count());
 
 		Assertions
 			.assertEquals(
-				3, tmp
+				6, tmp
 					.filter(row -> row.getId().equals("unresolved::10.3390/s18072310::doi"))
 					.collect()
 					.get(0)
@@ -175,9 +175,20 @@ public class ProduceTest {
 						ModelConstants.DNET_PROVENANCE_ACTIONS,
 						sbj.getDataInfo().getProvenanceaction().getSchemename()));
 
-		sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("engineering and technology"));
+		Assertions
-		sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("nano-technology"));
+			.assertEquals(
-		sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("nanoscience & nanotechnology"));
+				true, sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("04 agricultural and veterinary sciences")));
+		Assertions.assertEquals(false, sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("nano-technology")));
+		Assertions
+			.assertEquals(
+				true, sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("0404 agricultural biotechnology")));
+		Assertions.assertEquals(true, sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("040502 food science")));
+
+		Assertions
+			.assertEquals(true, sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("03 medical and health sciences")));
+		Assertions.assertEquals(true, sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("0303 health sciences")));
+		Assertions
+			.assertEquals(true, sbjs.stream().anyMatch(sbj -> sbj.getValue().equals("030309 nutrition & dietetics")));
 
 		List<Measure> measures = tmp
 			.filter(row -> row.getId().equals("unresolved::10.3390/s18072310::doi"))
@@ -219,7 +230,7 @@ public class ProduceTest {
 
 		Assertions
 			.assertEquals(
-				49, tmp
+				19, tmp
 					.filter(row -> !row.getId().equals("unresolved::10.3390/s18072310::doi"))
 					.filter(row -> row.getSubject() != null)
 					.count());
@@ -229,7 +240,7 @@ public class ProduceTest {
 				85,
 				tmp
 					.filter(row -> !row.getId().equals("unresolved::10.3390/s18072310::doi"))
-					.filter(r -> r.getInstance() != null)
+					.filter(r -> r.getInstance() != null && r.getInstance().size() > 0)
 					.count());
 
 	}

dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/createunresolvedentities/fos/fos.json

@@ -1,38 +1,39 @@
-{"doi":"10.3390/s18072310","level1":"engineering and technology","level2":"nano-technology","level3":"nanoscience & nanotechnology"}
+{"doi":"10.1080/1536383x.2020.1868997","level1":"02 engineering and technology","level2":"0210 nano-technology","level3":"021001 nanoscience & nanotechnology"}
-{"doi":"10.1111/1365-2656.12831\u000210.17863/cam.24369","level1":"social sciences","level2":"psychology and cognitive sciences","level3":"NULL"}
+{"doi":"10.1080/1536383x.2020.1868997","level1":"01 natural sciences","level2":"0104 chemical sciences","level3":"010402 general chemistry"}
-{"doi":"10.3929/ethz-b-000187584\u000210.1002/chem.201701644","level1":"natural sciences","level2":"NULL","level3":"NULL"}
+{"doi":"10.1186/s40425-019-0732-8","level1":"03 medical and health sciences","level2":"0302 clinical medicine","level3":"030220 oncology & carcinogenesis"}
-{"doi":"10.1080/01913123.2017.1367361","level1":"medical and health sciences","level2":"clinical medicine","level3":"oncology & carcinogenesis"}
+{"doi":"10.1186/s40425-019-0732-8","level1":"03 medical and health sciences","level2":"0301 basic medicine","level3":"030304 developmental biology"}
-{"doi":"10.1051/e3sconf/20199207011","level1":"natural sciences","level2":"earth and related environmental sciences","level3":"environmental sciences"}
+{"doi":"10.1007/s10482-021-01529-3","level1":"03 medical and health sciences","level2":"0301 basic medicine","level3":"030304 developmental biology"}
-{"doi":"10.1038/onc.2015.333","level1":"medical and health sciences","level2":"clinical medicine","level3":"oncology & carcinogenesis"}
+{"doi":"10.1007/s10482-021-01529-3","level1":"03 medical and health sciences","level2":"0301 basic medicine","level3":"030306 microbiology"}
-{"doi":"10.1093/mnras/staa256","level1":"natural sciences","level2":"physical sciences","level3":"NULL"}
+{"doi":"10.1155/2021/6643273","level1":"01 natural sciences","level2":"0103 physical sciences","level3":"010301 acoustics"}
-{"doi":"10.1016/j.jclepro.2018.07.166","level1":"engineering and technology","level2":"other engineering and technologies","level3":"building & construction"}
+{"doi":"10.1155/2021/6643273","level1":"02 engineering and technology","level2":"0209 industrial biotechnology","level3":"020901 industrial engineering & automation"}
-{"doi":"10.1103/physrevlett.125.037403","level1":"natural sciences","level2":"physical sciences","level3":"nuclear & particles physics"}
+{"doi":"10.12737/article_5d6613dbf2ad51.82646096","level1":"02 engineering and technology","level2":"0210 nano-technology","level3":"021001 nanoscience & nanotechnology"}
-{"doi":"10.1080/03602532.2017.1316285","level1":"natural sciences","level2":"NULL","level3":"NULL"}
+{"doi":"10.12737/article_5d6613dbf2ad51.82646096","level1":"01 natural sciences","level2":"0103 physical sciences","level3":"010302 applied physics"}
-{"doi":"10.1001/jamanetworkopen.2019.1868","level1":"medical and health sciences","level2":"other medical science","level3":"health policy & services"}
+{"doi":"10.1216/jie.2020.32.457","level1":"01 natural sciences","level2":"0101 mathematics","level3":"010101 applied mathematics"}
-{"doi":"10.1128/mra.00874-18","level1":"natural sciences","level2":"biological sciences","level3":"plant biology & botany"}
+{"doi":"10.1216/jie.2020.32.457","level1":"01 natural sciences","level2":"0101 mathematics","level3":"010102 general mathematics"}
-{"doi":"10.1016/j.nancom.2018.03.001","level1":"engineering and technology","level2":"NULL","level3":"NULL"}
+{"doi":"10.3934/naco.2021021","level1":"02 engineering and technology","level2":"0211 other engineering and technologies","level3":"021103 operations research"}
-{"doi":"10.1112/topo.12174","level1":"natural sciences","level2":"NULL","level3":"NULL"}
+{"doi":"10.3934/naco.2021021","level1":"02 engineering and technology","level2":"0209 industrial biotechnology","level3":"020901 industrial engineering & automation"}
-{"doi":"10.12688/wellcomeopenres.15846.1","level1":"medical and health sciences","level2":"health sciences","level3":"NULL"}
+{"doi":"10.1080/1034912x.2021.1910933","level1":"05 social sciences","level2":"050301 education","level3":"050301 education"}
-{"doi":"10.21468/scipostphys.3.1.001","level1":"natural sciences","level2":"physical sciences","level3":"NULL"}
+{"doi":"10.1080/1034912x.2021.1910933","level1":"05 social sciences","level2":"0501 psychology and cognitive sciences","level3":"050104 developmental & child psychology"}
-{"doi":"10.1088/1741-4326/ab6c77","level1":"natural sciences","level2":"physical sciences","level3":"nuclear & particles physics"}
+{"doi":"10.1016/j.rtbm.2020.100596","level1":"05 social sciences","level2":"0502 economics and business","level3":"050211 marketing"}
-{"doi":"10.1109/tpwrs.2019.2944747","level1":"engineering and technology","level2":"electrical engineering, electronic engineering, information engineering","level3":"electrical & electronic engineering"}
+{"doi":"10.1016/j.rtbm.2020.100596","level1":"05 social sciences","level2":"0502 economics and business","level3":"050212 sport, leisure & tourism"}
-{"doi":"10.1016/j.expthermflusci.2019.109994\u000210.17863/cam.46212","level1":"engineering and technology","level2":"mechanical engineering","level3":"mechanical engineering & transports"}
+{"doi":"10.14807/ijmp.v11i8.1220","level1":"05 social sciences","level2":"0502 economics and business","level3":"050211 marketing"}
-{"doi":"10.1109/tc.2018.2860012","level1":"engineering and technology","level2":"electrical engineering, electronic engineering, information engineering","level3":"computer hardware & architecture"}
+{"doi":"10.14807/ijmp.v11i8.1220","level1":"05 social sciences","level2":"0502 economics and business","level3":"050203 business & management"}
-{"doi":"10.1002/mma.6622","level1":"natural sciences","level2":"mathematics","level3":"numerical & computational mathematics"}
+{"doi":"10.1007/s13205-020-02415-x","level1":"03 medical and health sciences","level2":"0303 health sciences","level3":"030304 developmental biology"}
-{"doi":"10.1051/radiopro/2020020","level1":"natural sciences","level2":"chemical sciences","level3":"NULL"}
+{"doi":"10.1007/s13205-020-02415-x","level1":"03 medical and health sciences","level2":"0303 health sciences","level3":"030302 biochemistry & molecular biology"}
-{"doi":"10.1007/s12268-019-1003-4","level1":"medical and health sciences","level2":"basic medicine","level3":"NULL"}
+{"doi":"10.3390/s18072310","level1":"04 agricultural and veterinary sciences","level2":"0404 agricultural biotechnology","level3":"040502 food science"}
-{"doi":"10.3390/cancers12010236","level1":"medical and health sciences","level2":"health sciences","level3":"biochemistry & molecular biology"}
+{"doi":"10.3390/s18072310","level1":"03 medical and health sciences","level2":"0303 health sciences","level3":"030309 nutrition & dietetics"}
-{"doi":"10.6084/m9.figshare.9912614\u000210.6084/m9.figshare.9912614.v1\u000210.1080/00268976.2019.1665199","level1":"natural sciences","level2":"chemical sciences","level3":"physical chemistry"}
+{"doi":"10.1063/5.0032658","level1":"01 natural sciences","level2":"0103 physical sciences","level3":"010304 chemical physics"}
-{"doi":"10.1175/jpo-d-17-0239.1","level1":"natural sciences","level2":"biological sciences","level3":"marine biology & hydrobiology"}
+{"doi":"10.1063/5.0032658","level1":"01 natural sciences","level2":"0104 chemical sciences","level3":"010402 general chemistry"}
-{"doi":"10.1007/s13218-020-00674-7","level1":"engineering and technology","level2":"industrial biotechnology","level3":"industrial engineering & automation"}
+{"doi":"10.1145/3411174.3411195","level1":"02 engineering and technology","level2":"0202 electrical engineering, electronic engineering, information engineering","level3":"020201 artificial intelligence & image processing"}
-{"doi":"10.1016/j.psyneuen.2016.02.003\u000210.1016/j.psyneuen.2016.02.00310.7892/boris.78886\u000210.7892/boris.78886","level1":"medical and health sciences","level2":"basic medicine","level3":"NULL"}
+{"doi":"10.1145/3411174.3411195","level1":"02 engineering and technology","level2":"0202 electrical engineering, electronic engineering, information engineering","level3":"020206 networking & telecommunications"}
-{"doi":"10.1109/ted.2018.2813542","level1":"engineering and technology","level2":"electrical engineering, electronic engineering, information engineering","level3":"electrical & electronic engineering"}
+{"doi":"10.1021/acs.joc.0c02755","level1":"01 natural sciences","level2":"0104 chemical sciences","level3":"010405 organic chemistry"}
-{"doi":"10.3989/scimar.04739.25a","level1":"natural sciences","level2":"biological sciences","level3":"NULL"}
+{"doi":"10.1021/acs.joc.0c02755","level1":"01 natural sciences","level2":"0104 chemical sciences","level3":"010402 general chemistry"}
-{"doi":"10.3390/su12187503","level1":"natural sciences","level2":"earth and related environmental sciences","level3":"NULL"}
+{"doi":"10.1002/jcp.28608","level1":"03 medical and health sciences","level2":"0302 clinical medicine","level3":"030220 oncology & carcinogenesis"}
-{"doi":"10.1016/j.ccell.2018.08.017","level1":"medical and health sciences","level2":"basic medicine","level3":"biochemistry & molecular biology"}
+{"doi":"10.1002/jcp.28608","level1":"03 medical and health sciences","level2":"0301 basic medicine","level3":"030304 developmental biology"}
-{"doi":"10.1103/physrevresearch.2.023322","level1":"natural sciences","level2":"physical sciences","level3":"nuclear & particles physics"}
+{"doi":"10.1097/cmr.0000000000000579","level1":"03 medical and health sciences","level2":"0302 clinical medicine","level3":"030220 oncology & carcinogenesis"}
-{"doi":"10.1039/c8cp03234c","level1":"natural sciences","level2":"NULL","level3":"NULL"}
+{"doi":"10.1097/cmr.0000000000000579","level1":"03 medical and health sciences","level2":"0301 basic medicine","level3":"030304 developmental biology"}
-{"doi":"10.5281/zenodo.3696557\u000210.5281/zenodo.3696556\u000210.1109/jsac.2016.2545384","level1":"engineering and technology","level2":"electrical engineering, electronic engineering, information engineering","level3":"networking & telecommunications"}
+{"doi":"10.1007/s11164-020-04383-6","level1":"01 natural sciences","level2":"0104 chemical sciences","level3":"010405 organic chemistry"}
-{"doi":"10.1038/ng.3667\u000210.1038/ng.3667.\u000210.17615/tct6-4m26\u000210.17863/cam.15649","level1":"medical and health sciences","level2":"health sciences","level3":"genetics & heredity"}
+{"doi":"10.1007/s11164-020-04383-6","level1":"01 natural sciences","level2":"0104 chemical sciences","level3":"010402 general chemistry"}
-{"doi":"10.1016/j.jclepro.2019.119065","level1":"engineering and technology","level2":"other engineering and technologies","level3":"building & construction"}
+{"doi":"10.1016/j.actpsy.2020.103155","level1":"05 social sciences","level2":"0501 psychology and cognitive sciences","level3":"050105 experimental psychology"}
-{"doi":"10.1111/pce.13392","level1":"agricultural and veterinary sciences","level2":"agriculture, forestry, and fisheries","level3":"agronomy & agriculture"}
+{"doi":"10.1016/j.actpsy.2020.103155","level1":"03 medical and health sciences","level2":"0302 clinical medicine","level3":"030217 neurology & neurosurgery"}
+{"doi":"10.1109/memea49120.2020.9137187","level1":"02 engineering and technology","level2":"0202 electrical engineering, electronic engineering, information engineering","level3":"020208 electrical & electronic engineering"}

dhp-workflows/dhp-aggregation/src/test/resources/eu/dnetlib/dhp/actionmanager/createunresolvedentities/fos/fos_sbs.csv

@@ -0,0 +1,39 @@
+10.1080/1536383x.2020.1868997,02 engineering and technology,0210 nano-technology,021001 nanoscience & nanotechnology
+10.1080/1536383x.2020.1868997,01 natural sciences,0104 chemical sciences,010402 general chemistry
+10.1186/s40425-019-0732-8,03 medical and health sciences,0302 clinical medicine,030220 oncology & carcinogenesis
+10.1186/s40425-019-0732-8,03 medical and health sciences,0301 basic medicine,030304 developmental biology
+10.1007/s10482-021-01529-3,03 medical and health sciences,0301 basic medicine,030304 developmental biology
+10.1007/s10482-021-01529-3,03 medical and health sciences,0301 basic medicine,030306 microbiology
+10.1155/2021/6643273,01 natural sciences,0103 physical sciences,010301 acoustics
+10.1155/2021/6643273,02 engineering and technology,0209 industrial biotechnology,020901 industrial engineering & automation
+10.12737/article_5d6613dbf2ad51.82646096,02 engineering and technology,0210 nano-technology,021001 nanoscience & nanotechnology
+10.12737/article_5d6613dbf2ad51.82646096,01 natural sciences,0103 physical sciences,010302 applied physics
+10.1216/jie.2020.32.457,01 natural sciences,0101 mathematics,010101 applied mathematics
+10.1216/jie.2020.32.457,01 natural sciences,0101 mathematics,010102 general mathematics
+10.3934/naco.2021021,02 engineering and technology,0211 other engineering and technologies,021103 operations research
+10.3934/naco.2021021,02 engineering and technology,0209 industrial biotechnology,020901 industrial engineering & automation
+10.1080/1034912x.2021.1910933,05 social sciences,050301 education,050301 education
+10.1080/1034912x.2021.1910933,05 social sciences,0501 psychology and cognitive sciences,050104 developmental & child psychology
+10.1016/j.rtbm.2020.100596,05 social sciences,0502 economics and business,050211 marketing
+10.1016/j.rtbm.2020.100596,05 social sciences,0502 economics and business,"050212 sport, leisure & tourism"
+10.14807/ijmp.v11i8.1220,05 social sciences,0502 economics and business,050211 marketing
+10.14807/ijmp.v11i8.1220,05 social sciences,0502 economics and business,050203 business & management
+10.1007/s13205-020-02415-x,03 medical and health sciences,0303 health sciences,030304 developmental biology
+10.1007/s13205-020-02415-x,03 medical and health sciences,0303 health sciences,030302 biochemistry & molecular biology
+10.3390/foods10040865,04 agricultural and veterinary sciences,0404 agricultural biotechnology,040502 food science
+10.3390/foods10040865,03 medical and health sciences,0303 health sciences,030309 nutrition & dietetics
+10.1063/5.0032658,01 natural sciences,0103 physical sciences,010304 chemical physics
+10.1063/5.0032658,01 natural sciences,0104 chemical sciences,010402 general chemistry
+10.1145/3411174.3411195,02 engineering and technology,"0202 electrical engineering, electronic engineering, information engineering",020201 artificial intelligence & image processing
+10.1145/3411174.3411195,02 engineering and technology,"0202 electrical engineering, electronic engineering, information engineering",020206 networking & telecommunications
+10.1021/acs.joc.0c02755,01 natural sciences,0104 chemical sciences,010405 organic chemistry
+10.1021/acs.joc.0c02755,01 natural sciences,0104 chemical sciences,010402 general chemistry
+10.1002/jcp.28608,03 medical and health sciences,0302 clinical medicine,030220 oncology & carcinogenesis
+10.1002/jcp.28608,03 medical and health sciences,0301 basic medicine,030304 developmental biology
+10.1097/cmr.0000000000000579,03 medical and health sciences,0302 clinical medicine,030220 oncology & carcinogenesis
+10.1097/cmr.0000000000000579,03 medical and health sciences,0301 basic medicine,030304 developmental biology
+10.1007/s11164-020-04383-6,01 natural sciences,0104 chemical sciences,010405 organic chemistry
+10.1007/s11164-020-04383-6,01 natural sciences,0104 chemical sciences,010402 general chemistry
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+10.1016/j.actpsy.2020.103155,03 medical and health sciences,0302 clinical medicine,030217 neurology & neurosurgery
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