uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.03k | species stringclasses 5
values | quota_limit stringclasses 3
values | reported_catch stringclasses 3
values | estimated_illegal_catch stringclasses 3
values | enforcement_capacity stringclasses 3
values | inspection_rate 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 2
values | source_citation stringclasses 1
value |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FQE-001 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,025 | cod | moderate | within | low | high | high | Quota respected and enforced. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | coherent | Reported and actual catch aligned. | stable_stock | Synthetic |
FQE-002 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,025 | cod | moderate | high | high | low | low | Illegal catch rising. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | incoherent | Enforcement weak vs extraction. | collapse_risk | Synthetic |
FQE-003 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,025 | tuna | high | within | low | high | medium | System aligned. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | coherent | Compliance high. | stable_stock | Synthetic |
FQE-004 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,025 | tuna | moderate | exceeds | high | low | low | Quota ignored. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | incoherent | Illegal extraction exceeds limit. | collapse_risk | Synthetic |
FQE-005 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,024 | salmon | moderate | within | low | medium | medium | Acceptable. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | coherent | Enforcement adequate. | stable_stock | Synthetic |
FQE-006 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,024 | salmon | moderate | high | medium | low | low | Monitoring weak. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | incoherent | Catch exceeds control. | collapse_risk | Synthetic |
FQE-007 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,024 | haddock | low | within | low | high | high | Aligned. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | coherent | Strong monitoring. | stable_stock | Synthetic |
FQE-008 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,024 | haddock | low | high | medium | low | low | Underreported catch. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | incoherent | Inspection insufficient. | collapse_risk | Synthetic |
FQE-009 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,023 | mackerel | high | within | low | high | medium | Stable. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | coherent | Compliance strong. | stable_stock | Synthetic |
FQE-010 | fisheries-quota-enforcement-coherence-risk-v0.1 | 2,023 | mackerel | high | exceeds | high | low | low | Quota failure. | Is quota-enforcement coherence intact. Answer coherent or incoherent. | incoherent | Enforcement gap. | collapse_risk | Synthetic |
What this repo is for
Detect when quotas exist on paper but not in reality.
Focus • quota limits • actual catch • illegal catch signals • enforcement capacity
This is often the last signal before fishery collapse.
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