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Specialization JSON

specialization:social-sciences

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Social Sciences json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · domain/specializations/specializations-library-match.yamlCluster · domain
Record JSON
{
  "id": "specialization:social-sciences",
  "_kind": "Specialization",
  "_file": "domain/specializations/specializations-library-match.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Social Sciences",
    "description": "Social research methods, behavioral analytics, and policy analysis workflows.\nCovers survey design, qualitative research, behavioral economics,\nand evidence-based policy development.\n"
  },
  "outgoingEdges": [
    {
      "from": "specialization:social-sciences",
      "to": "domain:social-sciences",
      "kind": "specializes"
    }
  ],
  "incomingEdges": [
    {
      "from": "domain:social-sciences",
      "to": "specialization:social-sciences",
      "kind": "contains"
    },
    {
      "from": "skill-area:roadmap-planning",
      "to": "specialization:social-sciences",
      "kind": "applies_to",
      "attributes": {
        "confidence": "secondary"
      }
    },
    {
      "from": "lib-agent:social-sciences--causal-inference-analyst",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--computational-social-scientist",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--measurement-psychometrics-expert",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--mixed-methods-coordinator",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--policy-research-analyst",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--program-evaluation-specialist",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--qualitative-research-specialist",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--quantitative-research-methodologist",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--research-ethics-coordinator",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-agent:social-sciences--survey-research-director",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--academic-manuscript-preparation",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--cost-benefit-analysis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--cross-cultural-measurement-adaptation",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--ethnographic-fieldwork",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--experimental-design",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--focus-group-facilitation",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--grounded-theory-development",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--in-depth-interview-protocol",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--literature-review-synthesis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--mixed-methods-research-design",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--multilevel-modeling",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--natural-experiment-analysis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--policy-brief-development",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--policy-impact-assessment",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--program-evaluation",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--propensity-score-analysis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--qualitative-coding-analysis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--quasi-experimental-design",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--research-pre-registration",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--scale-development-validation",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--social-network-analysis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--statistical-analysis-pipeline",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--structural-equation-modeling",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--survey-administration",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-process:social-sciences--survey-research-design",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--academic-writing-publication",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--causal-inference-methods",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--ethnographic-research",
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      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--interview-facilitation",
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      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--mixed-methods-integration",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--network-analysis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--policy-communication",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--program-evaluation",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--psychometric-assessment",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--qualitative-analysis",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--quantitative-methods",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--research-ethics-irb",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--survey-design-administration",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "lib-skill:social-sciences--systematic-review",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 0.9
      }
    },
    {
      "from": "page:library-social-sciences",
      "to": "specialization:social-sciences",
      "kind": "documents"
    }
  ]
}

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