uid stringclasses 10
values | dataset_id stringclasses 1
value | year int64 2.02k 2.03k | species stringclasses 5
values | fleet_size stringclasses 3
values | gear_efficiency stringclasses 2
values | stock_biomass stringclasses 3
values | fishing_days stringclasses 3
values | subsidy_level stringclasses 3
values | ops_summary stringclasses 9
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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
FFC-001 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,025 | cod | moderate | moderate | high | moderate | low | Fleet aligned with stock. | Is fleet-stock coherence intact. Answer coherent or incoherent. | coherent | Capacity fits biomass. | stable_stock | Synthetic |
FFC-002 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,025 | cod | high | high | low | high | high | Fleet too large for stock. | Is fleet-stock coherence intact. Answer coherent or incoherent. | incoherent | Extraction capacity exceeds stock. | collapse_risk | Synthetic |
FFC-003 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,025 | tuna | moderate | high | high | moderate | medium | Balanced. | Is fleet-stock coherence intact. Answer coherent or incoherent. | coherent | Stock supports fleet. | stable_stock | Synthetic |
FFC-004 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,025 | tuna | high | high | medium | high | high | Pressure rising. | Is fleet-stock coherence intact. Answer coherent or incoherent. | incoherent | Fleet expanding faster than stock. | collapse_risk | Synthetic |
FFC-005 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,024 | salmon | low | moderate | high | low | low | Conservative fleet. | Is fleet-stock coherence intact. Answer coherent or incoherent. | coherent | Low pressure. | stable_stock | Synthetic |
FFC-006 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,024 | salmon | high | high | low | high | high | Overcapacity. | Is fleet-stock coherence intact. Answer coherent or incoherent. | incoherent | Fleet overshoots stock. | collapse_risk | Synthetic |
FFC-007 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,024 | haddock | moderate | moderate | high | moderate | low | Stable. | Is fleet-stock coherence intact. Answer coherent or incoherent. | coherent | Balanced capacity. | stable_stock | Synthetic |
FFC-008 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,024 | haddock | high | high | medium | high | medium | Capacity growing. | Is fleet-stock coherence intact. Answer coherent or incoherent. | incoherent | Extraction pressure high. | collapse_risk | Synthetic |
FFC-009 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,023 | mackerel | moderate | moderate | high | moderate | low | Stable. | Is fleet-stock coherence intact. Answer coherent or incoherent. | coherent | Aligned. | stable_stock | Synthetic |
FFC-010 | fisheries-fleet-capacity-stock-coherence-risk-v0.1 | 2,023 | mackerel | high | high | low | high | high | Collapse precursor. | Is fleet-stock coherence intact. Answer coherent or incoherent. | incoherent | Fleet exceeds stock capacity. | collapse_risk | Synthetic |
What this repo is for
Detect when fishing capacity outgrows the fishery.
Focus • fleet size • gear efficiency • fishing days • subsidies • stock biomass
Overcapacity is one of the strongest predictors of collapse.
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