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Outcome Responsibility Attribution Calibration

Assign credit or blame only after separating outcome, causal contribution, control, duty, knowledge, and uncertainty.

Gap-fill disposition

  • Target prime: responsibility_attribution
  • Queue position: 48
  • Disposition: draft_full_archetype
  • Drafted archetype slug: outcome_responsibility_attribution_calibration

Drafting rationale

The target prime defines responsibility attribution as assigning credit or blame for an outcome to a particular agent. The pre-draft check found zero accepted coverage in the matrix, while accepted neighbors cover adjacent but different jobs: responsibility_assignment_for_action names an owner before action, accountability_chain_design traces answerability and repair, situational_attribution_check counters trait-over-context bias, and causal_mechanism_mapping maps causes without necessarily assigning agent responsibility. This draft is bounded to the missing pattern: retrospective outcome attribution using contribution, control, duty, knowledge, counterfactual avoidability, proportionality, and evidence uncertainty.

Catalog fit

Place this near causal accountability, attribution, governance, and incident-learning archetypes. It should remain distinct only if causal contribution and responsibility weighting remain first-class. If later reconciliation treats it as too close to accountability_chain_design, preserve its components and mechanisms as an attribution submodule rather than losing the credit/blame calibration function.

Use guidance

Use this when a real outcome requires fair assignment of credit, blame, shared responsibility, mitigation, or exculpation. Do not use it merely to name a task owner, run a generic root-cause analysis, or punish a visible actor after harm.

Common Mechanisms

  • attribution_uncertainty_label
  • blame_credit_apportionment_table
  • causal_contribution_timeline
  • counterfactual_control_test
  • credit_contribution_register
  • Just Culture Review
  • omission_commission_parity_check
  • outcome_responsibility_review_panel
  • responsibility_attribution_matrix
  • responsibility_diffusion_check
  • role_duty_mapping
  • scapegoat_screening_review

Compression statement

Outcome responsibility attribution calibration converts a raw impulse to blame or credit a salient actor into an auditable attribution record. It identifies the outcome, candidate agents, causal contribution paths, control or authority boundaries, role duties, knowledge and foreseeability, counterfactual avoidability, and evidence uncertainty before assigning responsibility weight or linking attribution to consequence.

Canonical formula: Attribution A(agent,outcome) = weight(causal_contribution × control × role_duty × knowledge/foreseeability × counterfactual_avoidability) ± mitigation, bounded by evidence_uncertainty and proportionality.

Abstractions this archetype builds on — directly (a source ingredient) or as a related pattern. Links follow the typed catalog namespace.

Built directly on (6)

Also references 16 related abstractions

  • Agency: A system pursues representable goals through actions whose selection is sensitive to its beliefs about its situation, via a goal-representation, world-model, and action-selection coupling.
  • Confounding: Hidden variable interference.
  • Counterfactuals: Alternate hypothetical scenarios.
  • Decision: Committing to one alternative from a set under uncertainty and trade-off, collapsing open deliberation into a chosen path and foreclosing the others.
  • Delegation of Authority: Assign responsibility.
  • Fundamental Attribution Error: Misattribute causes.
  • Great Man Theory: Individuals drive history.
  • Moral Hazard: Risk-taking under protection.
  • Observability: Infer internal state externally.
  • Omission Bias: When acting and not acting carry similar expected outcomes, decision-makers systematically prefer inaction, judging a harm caused by acting as worse than an equal-or-greater harm caused by failing to act, because commission feels more causally and morally attributable than omission.

Variants

Narrower or domain-specific specializations that share this archetype's core structure. Recognized variants are established; candidate variants are provisional.

Blame Attribution Review · governance variant · recognized

A variant for assigning blame after harm while preserving causal evidence, control limits, mitigation, and appeal.

  • Distinct from parent: The parent also covers credit, neutral responsibility, and shared attribution.
  • Use when: A harmful outcome has occurred and people are trying to name a responsible agent; Punishment, discipline, liability, remediation, or reputational consequence may follow; Scapegoating, hindsight bias, or responsibility diffusion could distort the assignment.
  • Typical domains: law governance, organizational management, healthcare safety, software incident review
  • Common mechanisms: blame credit apportionment table, scapegoat screening review, attribution uncertainty label

Credit Assignment Calibration · governance variant · recognized

A variant for allocating credit, recognition, authorship, or reward across agents who contributed to a positive outcome.

  • Distinct from parent: The parent handles negative and neutral responsibility too.
  • Use when: A successful outcome has multiple contributors, roles, enabling conditions, or prior work dependencies; Recognition, authorship, reward, promotion, or reputation depends on the attribution; Visible actors may receive disproportionate credit relative to invisible enabling work.
  • Typical domains: research authorship, team performance, open source software, organizational management
  • Common mechanisms: credit contribution register, blame credit apportionment table

Collective Responsibility Partitioning · scale variant · recognized

A variant for assigning responsibility across groups, teams, institutions, or networks without dissolving it into no one.

  • Distinct from parent: The parent can be used for a single agent or small set of agents.
  • Use when: An outcome arose from many small actions, omissions, approvals, defaults, or structural roles; No single agent fully caused the outcome, but several had partial contribution or control; The attribution must avoid both scapegoating one person and letting everyone disappear into the group.
  • Typical domains: public administration policy, corporate governance, systems safety, disaster management
  • Common mechanisms: responsibility partition matrix, responsibility diffusion check

Omission Responsibility Assessment · risk or failure variant · recognized

A variant for evaluating responsibility for inaction when an agent had duty, capacity, and opportunity to intervene.

  • Distinct from parent: The parent covers both acts and omissions.
  • Use when: The candidate responsible act is a failure to warn, prevent, escalate, maintain, disclose, or repair; Action and inaction are being judged under different intuitive standards; The omission may be hidden because no visible act created the outcome.
  • Typical domains: law governance, healthcare safety, security intelligence, organizational management
  • Common mechanisms: omission commission parity check, counterfactual control test

Near names: Responsibility Attribution Audit, Causal Responsibility Audit, Blame and Credit Assignment, Outcome Accountability Apportionment.