uid stringclasses 10
values | dataset_id stringclasses 1
value | policy_area stringclasses 5
values | intent_signal stringclasses 1
value | behavior_shift_signal stringclasses 2
values | compliance_pattern stringclasses 3
values | outcome_trend stringclasses 2
values | unintended_effect_signal stringclasses 3
values | ops_summary stringclasses 10
values | question stringclasses 1
value | ground_truth_label stringclasses 2
values | ground_truth_rationale stringclasses 10
values | outcome_signal stringclasses 4
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
PP10-001 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | transport | clear | aligned | high | improving | low | Behavior aligns with policy intent. | Is intent-behavior coherence intact. Answer coherent or incoherent. | coherent | Policy works as designed. | stable | Synthetic |
PP10-002 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | health | clear | misaligned | low | flat | medium | People avoid program. | Is intent-behavior coherence intact. Answer coherent or incoherent. | incoherent | Behavioral avoidance. | drift | Synthetic |
PP10-003 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | energy | clear | misaligned | medium | flat | high | Workarounds emerging. | Is intent-behavior coherence intact. Answer coherent or incoherent. | incoherent | Unintended behavior dominates. | distortion | Synthetic |
PP10-004 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | housing | clear | aligned | high | improving | low | Target behavior achieved. | Is intent-behavior coherence intact. Answer coherent or incoherent. | coherent | Aligned incentives. | stable | Synthetic |
PP10-005 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | finance | clear | misaligned | medium | flat | high | Loophole use rises. | Is intent-behavior coherence intact. Answer coherent or incoherent. | incoherent | Incentive distortion. | failure_risk | Synthetic |
PP10-006 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | transport | clear | aligned | high | improving | low | Adoption strong. | Is intent-behavior coherence intact. Answer coherent or incoherent. | coherent | Behavior supports policy. | stable | Synthetic |
PP10-007 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | health | clear | misaligned | low | flat | medium | Program ignored. | Is intent-behavior coherence intact. Answer coherent or incoherent. | incoherent | Low uptake. | drift | Synthetic |
PP10-008 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | energy | clear | aligned | high | improving | low | Behavior shifts correctly. | Is intent-behavior coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable | Synthetic |
PP10-009 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | housing | clear | misaligned | medium | flat | high | Speculation increases. | Is intent-behavior coherence intact. Answer coherent or incoherent. | incoherent | Unintended effect. | distortion | Synthetic |
PP10-010 | public-policy-policy-intent-behavior-response-coherence-risk-v0.1 | finance | clear | aligned | high | improving | low | Compliance high. | Is intent-behavior coherence intact. Answer coherent or incoherent. | coherent | Policy effective. | stable | Synthetic |
What this repo is for
Detect when policies fail because people adapt around them.
Flags:
loophole exploitation
avoidance behavior
compliance without outcome
unintended system effects
This closes the public-policy domain.
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