{
  "lang":"en",
  "name":"docusco_spacy_cd",
  "version":"1.2",
  "description":"English pipeline for part-of-speech and rhetorical tagging using a smaller 'common dictionary'.",
  "author":"David Brown",
  "email":"dwb2@andrew.cmu.edu",
  "url":"https://docuscope.github.io",
  "license":"MIT",
  "spacy_git_version":"Unknown",
  "vectors":{
    "width":0,
    "vectors":0,
    "keys":0,
    "name":null
  },
  "labels":{
    "tok2vec":[

    ],
    "tagger":[
      "APPGE",
      "AT",
      "AT1",
      "BCL21",
      "BCL22",
      "CC",
      "CCB",
      "CS",
      "CS21",
      "CS22",
      "CS31",
      "CS32",
      "CS33",
      "CS41",
      "CS42",
      "CS43",
      "CS44",
      "CSA",
      "CSN",
      "CST",
      "CSW",
      "CSW31",
      "CSW32",
      "CSW33",
      "DA",
      "DA1",
      "DA2",
      "DAR",
      "DAT",
      "DB",
      "DB2",
      "DD",
      "DD1",
      "DD2",
      "DDQ",
      "DDQGE",
      "DDQV",
      "DDQV31",
      "DDQV32",
      "DDQV33",
      "EX",
      "FO",
      "FU",
      "FW",
      "GE",
      "IF",
      "II",
      "II21",
      "II22",
      "II31",
      "II32",
      "II33",
      "II41",
      "II42",
      "II43",
      "II44",
      "IO",
      "IW",
      "JJ",
      "JJ21",
      "JJ22",
      "JJ31",
      "JJ32",
      "JJ33",
      "JJR",
      "JJT",
      "JK",
      "MC",
      "MC1",
      "MC2",
      "MC221",
      "MC222",
      "MCMC",
      "MD",
      "MF",
      "ND1",
      "NN",
      "NN1",
      "NN121",
      "NN122",
      "NN131",
      "NN132",
      "NN133",
      "NN141",
      "NN142",
      "NN143",
      "NN144",
      "NN2",
      "NN21",
      "NN22",
      "NN221",
      "NN222",
      "NN231",
      "NN232",
      "NN233",
      "NN31",
      "NN33",
      "NNA",
      "NNB",
      "NNL1",
      "NNL2",
      "NNO",
      "NNO2",
      "NNT1",
      "NNT2",
      "NNU",
      "NNU1",
      "NNU2",
      "NNU21",
      "NNU22",
      "NP",
      "NP1",
      "NP2",
      "NPD1",
      "NPD2",
      "NPM1",
      "NPM2",
      "PN",
      "PN1",
      "PN121",
      "PN122",
      "PN21",
      "PN22",
      "PNQO",
      "PNQS",
      "PNQS31",
      "PNQS32",
      "PNQS33",
      "PNQV",
      "PNX1",
      "PPGE",
      "PPH1",
      "PPHO1",
      "PPHO2",
      "PPHS1",
      "PPHS2",
      "PPIO1",
      "PPIO2",
      "PPIS1",
      "PPIS2",
      "PPX1",
      "PPX121",
      "PPX122",
      "PPX2",
      "PPX221",
      "PPX222",
      "PPY",
      "RA",
      "RA21",
      "RA22",
      "REX",
      "REX21",
      "REX22",
      "REX41",
      "REX42",
      "REX43",
      "REX44",
      "RG",
      "RG21",
      "RG22",
      "RGQ",
      "RGQV",
      "RGQV31",
      "RGQV32",
      "RGQV33",
      "RGR",
      "RGT",
      "RL",
      "RL21",
      "RL22",
      "RP",
      "RPK",
      "RR",
      "RR21",
      "RR22",
      "RR31",
      "RR32",
      "RR33",
      "RR41",
      "RR42",
      "RR43",
      "RR44",
      "RR51",
      "RR52",
      "RR53",
      "RR54",
      "RR55",
      "RRQ",
      "RRQV",
      "RRQV31",
      "RRQV32",
      "RRQV33",
      "RRR",
      "RRT",
      "RT",
      "RT21",
      "RT22",
      "RT31",
      "RT32",
      "RT33",
      "RT41",
      "RT42",
      "RT43",
      "RT44",
      "TO",
      "UH",
      "UH21",
      "UH22",
      "UH31",
      "UH32",
      "UH33",
      "VB0",
      "VBDR",
      "VBDZ",
      "VBG",
      "VBI",
      "VBM",
      "VBN",
      "VBR",
      "VBZ",
      "VD0",
      "VDD",
      "VDG",
      "VDI",
      "VDN",
      "VDZ",
      "VH0",
      "VHD",
      "VHG",
      "VHI",
      "VHN",
      "VHZ",
      "VM",
      "VM21",
      "VM22",
      "VMK",
      "VV0",
      "VVD",
      "VVG",
      "VVGK",
      "VVI",
      "VVN",
      "VVNK",
      "VVZ",
      "XX",
      "Y",
      "ZZ1",
      "ZZ2",
      "ZZ221",
      "ZZ222"
    ],
    "ner":[
      "ActorsAbstractions",
      "ActorsFirstPerson",
      "ActorsPeople",
      "ActorsPublicEntities",
      "CitationAuthority",
      "CitationControversy",
      "CitationHedged",
      "CitationNeutral",
      "ConfidenceHedged",
      "ConfidenceHigh",
      "OrganizationNarrative",
      "OrganizationReasoning",
      "PlanningFuture",
      "PlanningStrategy",
      "SentimentNegative",
      "SentimentPositive",
      "SignpostingAcademicWritingMoves",
      "SignpostingMetadiscourse",
      "StanceEmphatic",
      "StanceModerated"
    ]
  },
  "pipeline":[
    "tok2vec",
    "tagger",
    "ner"
  ],
  "components":[
    "tok2vec",
    "tagger",
    "ner"
  ],
  "disabled":[

  ],
  "performance":{
    "tag_acc":0.9734866573,
    "ents_f":0.7826346995,
    "ents_p":0.7896141572,
    "ents_r":0.7757775447,
    "ents_per_type":{
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        "p":0.8180863993,
        "r":0.8443950279,
        "f":0.8310325477
      },
      "ActorsPeople":{
        "p":0.855646716,
        "r":0.8830180997,
        "f":0.8691169573
      },
      "CitationNeutral":{
        "p":0.7527158376,
        "r":0.7425267908,
        "f":0.7475865985
      },
      "SentimentNegative":{
        "p":0.7090227054,
        "r":0.6414706491,
        "f":0.6735571909
      },
      "ActorsAbstractions":{
        "p":0.7691966267,
        "r":0.8180602299,
        "f":0.7928762968
      },
      "PlanningStrategy":{
        "p":0.721360087,
        "r":0.6471005497,
        "f":0.6822154709
      },
      "SignpostingAcademicWritingMoves":{
        "p":0.6508373967,
        "r":0.5615511249,
        "f":0.60290652
      },
      "OrganizationNarrative":{
        "p":0.7794650481,
        "r":0.7044971007,
        "f":0.74008743
      },
      "PlanningFuture":{
        "p":0.7692376361,
        "r":0.7372518823,
        "f":0.7529051988
      },
      "ConfidenceHedged":{
        "p":0.8042735043,
        "r":0.7942268737,
        "f":0.7992186173
      },
      "SentimentPositive":{
        "p":0.7252046892,
        "r":0.6383048418,
        "f":0.678985594
      },
      "StanceEmphatic":{
        "p":0.7869956077,
        "r":0.8246021505,
        "f":0.8053601059
      },
      "SignpostingMetadiscourse":{
        "p":0.9005463375,
        "r":0.8505900903,
        "f":0.8748556405
      },
      "CitationControversy":{
        "p":0.7772643253,
        "r":0.7109044801,
        "f":0.7426048565
      },
      "ActorsPublicEntities":{
        "p":0.8000974738,
        "r":0.7844855049,
        "f":0.7922145816
      },
      "OrganizationReasoning":{
        "p":0.8085699285,
        "r":0.8050261359,
        "f":0.8067941408
      },
      "ConfidenceHigh":{
        "p":0.7475272184,
        "r":0.7257841647,
        "f":0.7364952501
      },
      "CitationAuthority":{
        "p":0.7098366882,
        "r":0.6263404826,
        "f":0.6654797935
      },
      "StanceModerated":{
        "p":0.7352631579,
        "r":0.7569764292,
        "f":0.7459618209
      }
    },
    "tok2vec_loss":59374.2493771126,
    "tagger_loss":11360.4048709869,
    "ner_loss":39417.2632061559
  },
  "spacy_version":">=3.5.0,<3.6.0",
  "requirements":[

  ]
}