II.
LibraryProcess JSON
Structured · livelib-process:scientific-discovery--missing-data-measurement-error-thinking
missing-data-measurement-error-thinking json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"_kind": "LibraryProcess",
"_file": "generated-library/processes.yaml",
"_cluster": "generated-library",
"attributes": {
"displayName": "missing-data-measurement-error-thinking",
"description": "Treat missingness and measurement error as structured problems requiring principled statistical handling",
"libraryPath": "library/specializations/domains/science/scientific-discovery/missing-data-measurement-error-thinking.js",
"specialization": "scientific-discovery",
"usesAgents": [
"missing-data-analyst",
"mechanism-assessor",
"error-identifier",
"error-structure-analyst",
"bias-assessor",
"strategy-selector",
"sensitivity-planner",
"synthesis-specialist"
]
},
"outgoingEdges": [
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "skill-area:data-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "skill-area:statistical-analysis",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "skill-area:deep-web-research",
"kind": "lib_requires_skill_area",
"attributes": {
"weight": 0.5
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "domain:scientific-discovery",
"kind": "lib_applies_to_domain",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "role:research-engineer",
"kind": "lib_involves_role",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "role:computational-scientist",
"kind": "lib_involves_role",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "workflow:experiment-design",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "workflow:peer-review-cycle",
"kind": "lib_implements_workflow",
"attributes": {
"weight": 0.7
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "specialization:scientific-research-methods",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 1
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "specialization:scientific-discovery",
"kind": "lib_belongs_to_specialization",
"attributes": {
"weight": 0.9
}
},
{
"from": "lib-process:scientific-discovery--missing-data-measurement-error-thinking",
"to": "lib-agent:computer-science--synthesis-specialist",
"kind": "uses_agent",
"attributes": {
"weight": 0.8
}
}
],
"incomingEdges": []
}