Nanopublication

ID

https://w3id.org/np/RAr98KM6widK1INgGcKuVAZqMUn0pLxYofaDC8zccOI3Y
Formats

Content

@prefix this: <https://w3id.org/np/RAr98KM6widK1INgGcKuVAZqMUn0pLxYofaDC8zccOI3Y> .
@prefix sub: <https://w3id.org/np/RAr98KM6widK1INgGcKuVAZqMUn0pLxYofaDC8zccOI3Y/> .
@prefix np: <http://www.nanopub.org/nschema#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix nt: <https://w3id.org/np/o/ntemplate/> .
@prefix npx: <http://purl.org/nanopub/x/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix fair: <https://w3id.org/fair/principles/terms/> .
@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix dsm: <https://w3id.org/spaces/fairplus/r/dsm/> .

sub:Head {
  this: a np:Nanopublication;
    np:hasAssertion sub:assertion;
    np:hasProvenance sub:provenance;
    np:hasPublicationInfo sub:pubinfo .
}

sub:assertion {
  dsm:DSM-2-C2 a owl:NamedIndividual, dsm:MaturityIndicator;
    dct:description "This is a data-related requirement that is a pre-requisite for the 'accuracy' of metadata that FAIR principle (R1) refers to. This requirement is borrowed from one of the key Tidy Data Principles, which states that each column/field should be a single variable. This prevents the often seen scenario in structured data whereby a single column header might carry values for more than one variable. For example, 'temperature_screening', 'temperature_followup', each column implicitly carries the value for a visit variable and a value for an observation temperature in this case. This indicator therefore requires the data manager to split these variables into two fields: One per variable that is a field for temperature and a field for visit. This is a pre-requisite to DSM-2-C5 and DSM-2-C6 since each Dataset Field is expected to control its terms and create a local dictionary. Unless individual concepts are reported per Dataset Field it will not be possible to find suitable terms that can later be standardised for level 3.";
    dct:isPartOf <https://w3id.org/spaces/fairplus/r/dsm>;
    rdfs:label "Where applicable, the Dataset Model organises data values within a dataset according to the Tidy Data Principles";
    rdfs:seeAlso <https://fairplus.github.io/Data-Maturity/docs/Indicators/#DSM-2-C2>;
    dsm:hasCategory dsm:ContentAndContextCategory;
    dsm:hasGranularityLevel dsm:DatasetFieldLevel;
    dsm:hasMaturityLevel dsm:Level2;
    dsm:inDimension dsm:ContentDimension;
    dsm:indicatorCode "DSM-2-C2";
    dsm:relatedFAIRPrinciple fair:R1;
    dsm:relatedIndicator dsm:DSM-2-C5, dsm:DSM-2-C6 .
}

sub:provenance {
  sub:assertion prov:wasAttributedTo <https://w3id.org/np/RA3T4WMwIFBTqOYdO0OyHh2NP7QzE2DBc683vp30oTtUU/fairplus-dsm-bot>;
    prov:wasDerivedFrom <https://fairplus.github.io/Data-Maturity/> .
}

sub:pubinfo {
  <https://w3id.org/np/RA3T4WMwIFBTqOYdO0OyHh2NP7QzE2DBc683vp30oTtUU/fairplus-dsm-bot>
    foaf:name "FAIRplus DSM Bot" .
  
  this: dct:created "2026-09-04T14:49:09Z"^^xsd:dateTime;
    dct:creator <https://w3id.org/np/RA3T4WMwIFBTqOYdO0OyHh2NP7QzE2DBc683vp30oTtUU/fairplus-dsm-bot>;
    dct:license <https://creativecommons.org/licenses/by/4.0/>;
    npx:hasNanopubType owl:NamedIndividual, dsm:MaturityIndicator;
    npx:introduces dsm:DSM-2-C2;
    rdfs:label "Where applicable, the Dataset Model organises data values within a dataset according to the Tidy Data Principles";
    nt:wasCreatedFromProvenanceTemplate <https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU>;
    nt:wasCreatedFromPubinfoTemplate <https://w3id.org/np/RACJ58Gvyn91LqCKIO9zu1eijDQIeEff28iyDrJgjSJF8>,
      <https://w3id.org/np/RARW4MsFkHuwjycNElvEVtuMjpf4yWDL10-0C5l2MqqRQ>, <https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI>;
    nt:wasCreatedFromTemplate <https://w3id.org/np/RAFmwFfcOIUFvDZokL_yLnBooAx_b4BTOVe4Xs-e_5_ZQ/template> .
  
  sub:sig npx:hasAlgorithm "RSA";
    npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAur0EZ85ThsweXM0E4IAh4SCglHSV8EAYZLx+GLcV2er7SDGxlHUqwEvVvuan4Hu4LMENmzOjpLdTkJF9dVZvkTfhd6CAX3+ry0ef6qAE9M1mNMHNm43Lq7ip1MVHC+xbmTvoFDkvs9wpnddAEVPTfwS370Bi/rpvzc6v6xfWsNNl/Okk+PE2S1jvA3Qk85phqwsIwbD5P5Xk1FVPlX1sh8h4F4/Iyyy0pbmiydYj3TRFYyXp6Wr58w7vRapSgCCAw6S9p/mxZCNyVJDeEOnWbeBRfi9BQdZdvdB2AB6HBlGds4sdt2mvHGxy6uPFgiOD2r32RvCBuMkTxSBipG8UrQIDAQAB";
    npx:hasSignature "bpXHCW3Rj4zNG4umL6B35eskftY2z9799FL3uLQpL13tTcv7A2dS3C+DR3NYXTVYfZFVLRYiD2nz1UzX2ai0pAC8x2xsTAMkLPQGymxur3C6nEXTNkAWbgQPo5XryyPEnuvYl71NW3HxUUviH8Xxk1YtE5PTwvtJlFZaUVkOjsl/6LHthtXt52m3VfM9TIOr6tQwEfGdttuoGEp7QWYtQKfaVw27vVi372ceq+IKQWpfwJqJQvUlQfuh/Q+u9Venr9XWutMHjOr6HqLjACpDd/hj6Mg6mkKMmTNM9vwGQDBhiy+2FlhJM0+m60OaHhVyJNaSecjYzGA6OfWWL+GLOQ==";
    npx:hasSignatureTarget this:;
    npx:signedBy <https://w3id.org/np/RA3T4WMwIFBTqOYdO0OyHh2NP7QzE2DBc683vp30oTtUU/fairplus-dsm-bot> .
}