{
  "id": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
  "_kind": "LibraryProcess",
  "_file": "generated-library/processes.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "social-sciences/empirical-study-lifecycle-workflow",
    "description": "End-to-end empirical social-science study lifecycle: research question and\n  construct definition -> ctx-driven design-family selection (experimental |\n  quasi-experimental | mixed-methods) -> parallel instrument development and validation ->\n  adversarial design-integrity gate -> pre-registration authoring and policy-gated registry\n  submission (the LOCK) -> ethics/IRB review with a bounded revise-and-resubmit loop that\n  FAILS at the cap -> policy-gated participant recruitment -> parallel data-collection waves\n  -> parallel analysis execution against the registered specifications -> pre-registration\n  adherence check with a policy-gated amendment breakpoint -> adversarial\n  methodological-integrity gate whose critics RE-RUN the analysis checks and EXECUTE a\n  registered-plan-vs-analysis-run diff -> program evaluation and policy-impact assessment ->\n  participant-data disclosure control -> policy brief and manuscript -> policy-gated\n  publication -> deterministic kip capture (kind `empirical-study`).",
    "libraryPath": "library/specializations/domains/social-sciences-humanities/social-sciences/empirical-study-lifecycle-workflow.js",
    "specialization": "social-sciences",
    "example": "const result = await orchestrate('social-sciences/empirical-study-lifecycle-workflow', {\n  researchQuestion: 'Does a 12-week peer-mentoring program reduce first-year university attrition?',\n  population: 'first-year undergraduates at a public research university',\n  designFamilyHint: 'quasi-experimental',\n  populations: ['en-US', 'es-MX'],\n  registry: 'OSF',\n  maxIrbRounds: 3\n});",
    "usesAgents": [
      "kip-librarian",
      "quantitative-research-methodologist",
      "systematic-review",
      "causal-inference-methods",
      "quantitative-methods",
      "psychometric-assessment",
      "academic-writing-publication",
      "research-ethics-irb",
      "research-ethics-coordinator",
      "survey-research-director",
      "computational-social-scientist",
      "causal-inference-analyst",
      "program-evaluation",
      "policy-research-analyst",
      "policy-communication"
    ]
  },
  "outgoingEdges": [
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "skill-area:statistical-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "skill-area:data-analysis",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "skill-area:user-research",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "skill-area:knowledge-management",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "topic:quality-assurance",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "topic:research-ethics",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "domain:social-sciences",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "role:principal-investigator",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "role:research-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "role:data-analyst",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "workflow:research",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "workflow:experiment-design",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "workflow:peer-review-cycle",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 0.5
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "specialization:social-sciences",
      "kind": "lib_belongs_to_specialization",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "lib-agent:social-sciences--quantitative-research-methodologist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "lib-agent:social-sciences--research-ethics-coordinator",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "lib-agent:social-sciences--survey-research-director",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "lib-agent:social-sciences--computational-social-scientist",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "lib-agent:social-sciences--causal-inference-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    },
    {
      "from": "lib-process:social-sciences--empirical-study-lifecycle-workflow",
      "to": "lib-agent:social-sciences--policy-research-analyst",
      "kind": "uses_agent",
      "attributes": {
        "weight": 0.8
      }
    }
  ],
  "incomingEdges": []
}