http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#Head http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://www.nanopub.org/nschema#hasAssertion http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://www.nanopub.org/nschema#hasProvenance http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#provenance http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://www.nanopub.org/nschema#hasPublicationInfo http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#pubinfo http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion http://purl.obolibrary.org/obo/STATO_0000415 http://www.w3.org/2000/01/rdf-schema#label accuracy - in the context of binary classification, accuracy is defined as the proportion of true results (both true positives and true negatives) to the total number of cases examined (the sum of true positive, true negative, false positive and false negative). It can be understood as a measure of the proximity of measurement results to the true value. http://purl.obolibrary.org/obo/STATO_0000416 http://www.w3.org/2000/01/rdf-schema#label precision - precision or positive predictive value is defined as the proportion of the true positives against all the positive results (both true positives and false positives) http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#algorithm http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/GuidedChoicePlaceholder http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#algorithm http://www.w3.org/2000/01/rdf-schema#label the used algorithm (e.g. Random Forest) http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#algorithm https://w3id.org/np/o/ntemplate/possibleValuesFromApi http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Algorithm&searchterm= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#algorithm https://w3id.org/np/o/ntemplate/possibleValuesFromApi https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#algorithm https://w3id.org/np/o/ntemplate/possibleValuesFromApi https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion http://purl.org/dc/terms/description Such a nanopublication describes the results of a Machine Learning experiment, such as the accuracy achieved by a applying a given ML technique on a given dataset. This template is based on <a href="https://ml-schema.github.io/documentation/ML%20Schema.html">ML Schema</a>. http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/AssertionTemplate http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion http://www.w3.org/2000/01/rdf-schema#label Publishing the evaluation result of a Machine Learning experiment http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st10 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st20 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st30 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st40 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st50 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st60 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st70 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st80 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion https://w3id.org/np/o/ntemplate/hasTag Machine Learning http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#dataset http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/UriPlaceholder http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#dataset http://www.w3.org/2000/01/rdf-schema#label the URL of the used dataset http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#dataset-label http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/LiteralPlaceholder http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#dataset-label http://www.w3.org/2000/01/rdf-schema#label the name of the dataset http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/LocalResource http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation http://www.w3.org/2000/01/rdf-schema#label an evaluation http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-measure http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/GuidedChoicePlaceholder http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-measure http://www.w3.org/2000/01/rdf-schema#label the evaluation measure (e.g. Accuracy) http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-measure https://w3id.org/np/o/ntemplate/possibleValue http://purl.obolibrary.org/obo/STATO_0000415 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-measure https://w3id.org/np/o/ntemplate/possibleValue http://purl.obolibrary.org/obo/STATO_0000416 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-measure https://w3id.org/np/o/ntemplate/possibleValuesFromApi http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23EvaluationMeasure&searchterm= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-measure https://w3id.org/np/o/ntemplate/possibleValuesFromApi https://www.ebi.ac.uk/ols/api/select?ontology=stato&fieldList=iri,label,description&q= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-value http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/LiteralPlaceholder http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-value http://www.w3.org/2000/01/rdf-schema#label value of the evaluation result (e.g. 0.81 if the accuracy is 81%) http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#run http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/LocalResource http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#run http://www.w3.org/2000/01/rdf-schema#label this run http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st10 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://www.w3.org/ns/mls#Run http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st10 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st10 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#run http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st20 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#algorithm http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st20 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/ns/mls#realizes http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st20 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#run http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st30 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#task http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st30 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/ns/mls#achieves http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st30 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#run http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st40 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#dataset http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st40 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/ns/mls#hasInput http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st40 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#run http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#dataset-label http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/2000/01/rdf-schema#label http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#dataset http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st50 http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/OptionalStatement http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st60 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st60 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/ns/mls#hasOutput http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st60 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#run http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st70 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-measure http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st70 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/ns/mls#specifiedBy http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st70 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st80 http://www.w3.org/1999/02/22-rdf-syntax-ns#object http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation-value http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st80 http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate http://www.w3.org/ns/mls#hasValue http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#st80 http://www.w3.org/1999/02/22-rdf-syntax-ns#subject http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#evaluation http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#task http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/np/o/ntemplate/GuidedChoicePlaceholder http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#task http://www.w3.org/2000/01/rdf-schema#label the task performed (e.g. Spam Detection) http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#task https://w3id.org/np/o/ntemplate/possibleValuesFromApi http://purl.org/nanopub/api/find_signed_things?type=http%3A%2F%2Fwww.w3.org%2Fns%2Fmls%23Task&searchterm= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#task https://w3id.org/np/o/ntemplate/possibleValuesFromApi https://www.ebi.ac.uk/ols/api/select?fieldList=iri,label,description&q= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#task https://w3id.org/np/o/ntemplate/possibleValuesFromApi https://www.wikidata.org/w/api.php?action=wbsearchentities&language=en&format=json&limit=5&search= http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.w3.org/2000/01/rdf-schema#label is a http://www.w3.org/2000/01/rdf-schema#label http://www.w3.org/2000/01/rdf-schema#label has the name http://www.w3.org/ns/mls#Run http://www.w3.org/2000/01/rdf-schema#label run of a Machine Learning experiment http://www.w3.org/ns/mls#achieves http://www.w3.org/2000/01/rdf-schema#label performs the task http://www.w3.org/ns/mls#hasInput http://www.w3.org/2000/01/rdf-schema#label uses as input http://www.w3.org/ns/mls#hasOutput http://www.w3.org/2000/01/rdf-schema#label has as output http://www.w3.org/ns/mls#hasValue http://www.w3.org/2000/01/rdf-schema#label has the result value http://www.w3.org/ns/mls#realizes http://www.w3.org/2000/01/rdf-schema#label executes an implementation that implements the algorithm http://www.w3.org/ns/mls#specifiedBy http://www.w3.org/2000/01/rdf-schema#label measures http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#provenance http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1267-0234 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#pubinfo http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#sig http://purl.org/nanopub/x/hasAlgorithm RSA http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#sig http://purl.org/nanopub/x/hasPublicKey MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQCjDGQCS1S+SRnERDuYDXOugdYUP0efEquHJEEHAbU/uLzBVlga89zqrNPCS7fBE6lArBUWEmT8eLKdMapyqvAzI1J3jUWTMhDJF+XFBkUiuiFfNSc4vJJcmi0yujtnuzXsRIG202jyaP4f5ULoskFwaZOSBZJfiE0dsB3D7DTIAQIDAQAB http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#sig http://purl.org/nanopub/x/hasSignature DaPOAaMsf/mubfnbMDLAJyoxnuw14IkGeb6jfR8ILJqsJKsnVluRC+zmqGGP5XFC0H6tieXoHKCHjnk6ZgCp+V1OaLbUkV2OxfJMZkJkFe/xVonl/cxxtJN8whKBNivl1W8VqrhXr1uN+ugmcSNmygT0M+bGAtcaDOo4qXvzkJw= http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8#sig http://purl.org/nanopub/x/hasSignatureTarget http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://purl.org/dc/terms/created 2023-04-12T09:49:45.636Z http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1267-0234 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 http://purl.org/nanopub/x/supersedes http://purl.org/np/RAxoQEFSMjgX8RdtKySC2IHo27UAb773Z797udcTkxc44 http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate http://purl.org/np/RANwQa4ICWS5SOjw7gp99nBpXBasapwtZF1fIM3H2gYTM http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate http://purl.org/np/RAA2MfqdBCzmz9yVWjKLXNbyfBNcwsMmOqcNUxkk1maIM http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate http://purl.org/np/RAjpBMlw3owYhJUBo3DtsuDlXsNAJ8cnGeWAutDVjuAuI http://purl.org/np/RACjQJQWiH_X0k3MIp3FOaElXbz_gg8PrbT2tDSl4XHp8 https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate http://purl.org/np/RAkONP_jLqAbok3FgtutnKcLs4IHr9KiAuslQNnfEJIwY