policy_evaluations.csv

PolicyA,PolicyB,model_label,model_confidence
"Prioritize consolidation of land for crops, livestock and fisheries use.", ,neutral,0.9997270703315736
"Identify, map, and regulate zones for agricultural practices in terms of type of resource, systems, climatic and ecological diversities.",Develop and implement a national water body classification system and register.,coherent,0.9983433485031128
Provide for establishment of agricultural model centers of excellence and ensure they are efficiently utilized and maintained for the initial intended purpose., ,neutral,0.9996975660324096
Legislate on appropriate land sizes suitable for various agricultural enterprises including conservancies based on ecological zones and economic potential., ,neutral,0.9997099041938782
"Develop mechanisms for control, management, and use of alien and invasive species.",Integrate implementation of catchment and ecosystem management into irrigation projects and other water storage investments,coherent,0.9987309575080872
Promote establishment of common settlements to ease pressure on agricultural land., ,neutral,0.9997181296348572
Provide for rural and urban land use strategies to assist communities achieve optimum productivity and make rural land use planning an integral part of land adjudication processes., ,neutral,0.9997003078460692
Encourage landowners growing cash crops to reserve a portion of their land for food production., ,neutral,0.9996978044509888
Prioritize implementation of provisions that provide for at least 10% tree cover on any agricultural land holding., ,neutral,0.99972265958786
"Conserve water catchments and riparian zones to ensure regular supply of water for development of crops, livestock, and fisheries resources.",Put in place and implement the water Resource Quality Objectives (RQOs) for the various categories of water resources.,coherent,0.9986172914505004
"Promote organic farming for sustainable crops, livestock, and fisheries production.","Mainstream climate change in the water sector to safeguard the sector from adverse effects of climate change by promoting adaptation and mitigation actions at national, basin and county levels.",coherent,0.9987714886665344
"Prioritize consolidation of land for crops, livestock and fisheries use.","Provide linkages with provisions of the National Land Policy, which provide a framework for access, planning, utilization, and administration of land in the country",incoherent,0.998067319393158
"Identify, map, and regulate zones for agricultural practices in terms of type of resource, systems, climatic and ecological diversities.","Collaborate with other stakeholders to ensure efficient use of land resource for biomass, food production and other human needs",coherent,0.9985039234161376
Provide for establishment of agricultural model centers of excellence and ensure they are efficiently utilized and maintained for the initial intended purpose., ,neutral,0.9996975660324096
Legislate on appropriate land sizes suitable for various agricultural enterprises including conservancies based on ecological zones and economic potential., ,neutral,0.9997099041938782
"Develop mechanisms for control, management, and use of alien and invasive species.",The government to establish a coordinated approach for the management of water reservoirs.,coherent,0.9986935257911682
Promote establishment of common settlements to ease pressure on agricultural land., ,neutral,0.9997181296348572
Provide for rural and urban land use strategies to assist communities achieve optimum productivity and make rural land use planning an integral part of land adjudication processes., ,neutral,0.9997003078460692
Encourage landowners growing cash crops to reserve a portion of their land for food production., ,neutral,0.9996978044509888
Prioritize implementation of provisions that provide for at least 10% tree cover on any agricultural land holding., ,neutral,0.99972265958786
"Conserve water catchments and riparian zones to ensure regular supply of water for development of crops, livestock, and fisheries resources.",Develop a framework for coordination for use of water resource against various interests,incoherent,0.998171329498291
"Promote organic farming for sustainable crops, livestock, and fisheries production.", ,neutral,0.9997133612632751
"Prioritize consolidation of land for crops, livestock and fisheries use.",Prioritize land use for climate change mitigation activities.,incoherent,0.6960943937301636
"Identify, map, and regulate zones for agricultural practices in terms of type of resource, systems, climatic and ecological diversities.","Identify, map, and document all land uses in the country to be put in an inventory that is updated every 5 years for urban and 10 years for rural.",coherent,0.9981333613395692
Provide for establishment of agricultural model centers of excellence and ensure they are efficiently utilized and maintained for the initial intended purpose., ,neutral,0.9996975660324096
Legislate on appropriate land sizes suitable for various agricultural enterprises including conservancies based on ecological zones and economic potential.,Enforce the constitutional requirement on minimum and maximum land holding acreages and institute mechanisms for land adjustment programs.,coherent,0.9988558292388916
"Develop mechanisms for control, management, and use of alien and invasive species.",Enforce application of land use guidelines on Biodiversity and Invasive Species.,coherent,0.9986571073532104
Promote establishment of common settlements to ease pressure on agricultural land., ,neutral,0.9997181296348572
Provide for rural and urban land use strategies to assist communities achieve optimum productivity and make rural land use planning an integral part of land adjudication processes.,All lands should be managed according to their actual suitability and local land use plans will be required to implement proper management.,coherent,0.9985671043395996
Encourage landowners growing cash crops to reserve a portion of their land for food production.,Promote high value commercial agriculture.,incoherent,0.998073935508728
Prioritize implementation of provisions that provide for at least 10% tree cover on any agricultural land holding.,Develop a framework for incentives to encourage achievement of a minimum 10% forest cover at county level.,coherent,0.998689353466034
"Conserve water catchments and riparian zones to ensure regular supply of water for development of crops, livestock, and fisheries resources.", ,neutral,0.9997116923332214
"Promote organic farming for sustainable crops, livestock, and fisheries production.", ,neutral,0.9997133612632751
"Prioritize consolidation of land for crops, livestock and fisheries use.", ,neutral,0.9997270703315736
"Identify, map, and regulate zones for agricultural practices in terms of type of resource, systems, climatic and ecological diversities.", ,neutral,0.9996883869171144
Provide for establishment of agricultural model centers of excellence and ensure they are efficiently utilized and maintained for the initial intended purpose.,Promote and enhance best practices for optimal and sustainable land use.,coherent,0.9985764026641846
Legislate on appropriate land sizes suitable for various agricultural enterprises including conservancies based on ecological zones and economic potential., ,neutral,0.9997099041938782
"Develop mechanisms for control, management, and use of alien and invasive species.","Develop and implement a strategy to contain, control and mitigate alien and invasive species.",coherent,0.998664140701294
Promote establishment of common settlements to ease pressure on agricultural land., ,neutral,0.9997181296348572
Provide for rural and urban land use strategies to assist communities achieve optimum productivity and make rural land use planning an integral part of land adjudication processes.,Develop and enforce integrated land use planning at all levels.,coherent,0.9986701011657716
Encourage landowners growing cash crops to reserve a portion of their land for food production., ,neutral,0.9996978044509888
Prioritize implementation of provisions that provide for at least 10% tree cover on any agricultural land holding.,Formulate strategies to increase tree cover,coherent,0.9984756112098694
"Conserve water catchments and riparian zones to ensure regular supply of water for development of crops, livestock, and fisheries resources.",Ensure all water catchment areas are zoned and managed as protected areas and free from excision.,coherent,0.9984276294708252
"Promote organic farming for sustainable crops, livestock, and fisheries production.",Promote and support eco and organic farming so as to maintain soil fertility,incoherent,0.9980952143669128
"Ensure that water resources, wetlands, riparian and catchment areas are well mapped, protected, rehabilitated, conserved and managed, by all levels of government.",Identify and map out water catchment areas boundaries and gazette them as protected areas.,coherent,0.9984933137893676
"Coordinate with relevant regulatory authorities, at national and county government level, to implement sustainable water resource management interventions into land use, physical planning and development control systems.",The government to establish a coordinated approach for the management of water reservoirs.,coherent,0.9984790682792664
"Ensure that the allocation of water abstraction rights observes equity, giving priority to domestic uses, and the ecological reserve in order to stay within sustainable limits.",Develop a framework for coordination for use of water resource against various interests,incoherent,0.998027503490448
Develop and implement a national water body classification system and register., ,neutral,0.9996873140335084
"Establish a national system for acquisition, management and sharing of water resources information and data for continuous and coordinated surveillance, assessment and monitoring of basin areas, aquifers, and water bodies.","Invest in hydrological data collection, management and dissemination",coherent,0.9988512992858888
Put in place and implement the water Resource Quality Objectives (RQOs) for the various categories of water resources., ,neutral,0.9996649026870728
Integrate implementation of catchment and ecosystem management into irrigation projects and other water storage investments, ,neutral,0.9997186064720154
"Mainstream climate change in the water sector to safeguard the sector from adverse effects of climate change by promoting adaptation and mitigation actions at national, basin and county levels.",Support the development and implementation of the national policy on climate change,coherent,0.9982386827468872
"Develop national and county water master plans for water harvesting and storage, water supply and sanitation water investments, including last mile connections for water security.",The Government shall implement hydro power projects as multi-purpose projects.,coherent,0.9988009929656982
"Ensure that water resources, wetlands, riparian and catchment areas are well mapped, protected, rehabilitated, conserved, and managed, by all levels of government.","Protected areas such as habitat for endangered biodiversity, ecologically sensitive sites, national heritage, water towers, marine waters, wetlands forests and sites with fossils fuels and energy resources will not be allocated for private use or de-gazetted.",coherent,0.998695194721222
"Coordinate with relevant regulatory authorities, at national and county government level, to implement sustainable water resource management interventions into land use, physical planning and development control systems.","Identify, map, and document all land uses in the country to be put in an inventory that is updated every 5 years for urban and 10 years for rural.",coherent,0.9982775449752808
"Ensure that the allocation of water abstraction rights observes equity, giving priority to domestic uses, and the ecological reserve in order to stay within sustainable limits.",Zone and protect lands appropriate for agricultural uses.,incoherent,0.9981064796447754
Develop and implement a national water body classification system and register., ,neutral,0.9996873140335084
"Establish a national system for acquisition, management and sharing of water resources information and data for continuous and coordinated surveillance, assessment and monitoring of basin areas, aquifers, and water bodies.", ,neutral,0.9997047781944276
Put in place and implement the water Resource Quality Objectives (RQOs) for the various categories of water resources., ,neutral,0.9996649026870728
Integrate implementation of catchment and ecosystem management into irrigation projects and other water storage investments,Enforce application of land use guidelines on Biodiversity and Invasive Species.,coherent,0.9986531734466552
"Mainstream climate change in the water sector to safeguard the sector from adverse effects of climate change by promoting adaptation and mitigation actions at national, basin and county levels.",Prioritize land use for climate change mitigation activities.,coherent,0.998798370361328
"Develop national and county water master plans for water harvesting and storage, water supply and sanitation water investments, including last mile connections for water security.", ,neutral,0.9997026324272156
"Ensure that water resources, wetlands, riparian and catchment areas are well mapped, protected, rehabilitated, conserved and managed, by all levels of government.","Ensure the protection of wetlands, riverbanks, hilltops, and slopes from unsustainable practices to prevent soil erosion and environmental degradation.",coherent,0.9311214089393616
"Coordinate with relevant regulatory authorities, at national and county government level, to implement sustainable water resource management interventions into land use, physical planning, and development control systems.",Harmonise and coordinate the roles of various regulatory agencies charged with the management of fr eshwater and wetland ecosystems.,coherent,0.9985670447349548
"Ensure that the allocation of water abstraction rights observes equity, giving priority to domestic uses, and the ecological reserve to stay within sustainable limits.", ,neutral,0.9997207522392272
Develop and implement a national water body classification system and register.,Ensure all water catchment areas are zoned and managed as protected areas and free from excision,coherent,0.9983522891998292
"Establish a national system for acquisition, management and sharing of water resources information and data for continuous and coordinated surveillance, assessment and monitoring of basin areas, aquifers, and water bodies.", ,neutral,0.9997047781944276
Put in place and implement the water Resource Quality Objectives (RQOs) for the various categories of water resources.,Improve the management and conservation of water supply sources,coherent,0.998686134815216
Integrate implementation of catchment and ecosystem management into irrigation projects and other water storage investments,"Develop and implement a strategy to contain, control and mitigate alien and invasive species.",coherent,0.9985812902450562
"Mainstream climate change in the water sector to safeguard the sector from adverse effects of climate change by promoting adaptation and mitigation actions at national, basin and county levels.","Strengthen capacity for national and county level institutions to support national climate resilience, low carbon development through integrating climate change into implementation strategies.",coherent,0.9986571073532104
"Develop national and county water master plans for water harvesting and storage, water supply and sanitation water investments, including last mile connections for water security.",Develop and implement integrated freshwater and wetland resources management strategies and action plans.,coherent,0.9985104203224182
The government to establish a coordinated approach for the management of water reservoirs., ,neutral,0.9997020363807678
Develop a framework for coordination for use of water resource against various interests, ,neutral,0.9997090697288512
Identify and map out water catchment areas boundaries and gazette them as protected areas.,"Protected areas such as habitat for endangered biodiversity, ecologically sensitive sites, national heritage, water towers, marine waters, wetlands forests and sites with fossils fuels and energy resources will not be allocated for private use or de-gazetted.",coherent,0.9986095428466796
The Government shall implement hydro power projects as multi-purpose projects., ,neutral,0.9997033476829528
The government to invest in increased storage capacity for hydro power reservoirs, ,neutral,0.9997135996818542
"Invest in hydrological data collection, management and dissemination", ,neutral,0.9997149109840392
Provide incentives to promote the local production and use of efficient solar systems., ,neutral,0.9997019171714784
"Provide a framework for connection of electricity generated from solar energy to national and isolated grids, through direct sale or net metering.", ,neutral,0.9996978044509888
"Provide linkages with provisions of the National Land Policy, which provide a framework for access, planning, utilization and administration of land in the country","Identify, map, and document all land uses in the country to be put in an inventory that is updated every 5 years for urban and 10 years for rural.",coherent,0.9983162879943848
Support the development and implementation of the national policy on climate change,Prioritize land use for climate change mitigation activities.,coherent,0.9986888766288756
"Collaborate with other stakeholders to ensure efficient use of land resource for biomass, food production and other human needs",All lands should be managed according to their actual suitability and local land use plans will be required to implement proper management.,coherent,0.998324692249298
The government to establish a coordinated approach for the management of water reservoirs.,Harmonise and coordinate the roles of various regulatory agencies charged with the management of freshwater and wetland ecosystems.,coherent,0.9985480904579164
Develop a framework for coordination for use of water resource against various interests, ,neutral,0.9997090697288512
Identify and map out water catchment areas boundaries and gazette them as protected areas.,Ensure all water catchment areas are zoned and managed as protected areas and free from excision,coherent,0.9986754059791564
The Government shall implement hydro power projects as multi-purpose projects., ,neutral,0.9997033476829528
The government to invest in increased storage capacity for hydro power reservoirs,"Ensure the protection of wetlands, riverbanks, hilltops, and slopes from unsustainable practices to prevent soil erosion and environmental degradation.",incoherent,0.9979775547981262
"Invest in hydrological data collection, management and dissemination", ,neutral,0.9997149109840392
Provide incentives to promote the local production and use of efficient solar systems., ,neutral,0.9997019171714784
"Provide a framework for connection of electricity generated from solar energy to national and isolated grids, through direct sale or net metering.", ,neutral,0.9996978044509888
"Provide linkages with provisions of the National Land Policy, which provide a framework for access, planning, utilization and administration of land in the country",Develop and enforce integrated land use planning at all levels.,coherent,0.9986265897750854
Support the development and implementation of the national policy on climate change,"Strengthen capacity for national and county level institutions to support national climate resilience, low carbon development through integrating climate change into implementation strategies.",coherent,0.9984599351882936
"Collaborate with other stakeholders to ensure efficient use of land resource for biomass, food production and other human needs",Promote and enhance best practices for optimal and sustainable land use.,coherent,0.9983749389648438
All lands should be managed according to their actual suitability and local land use plans will be required to implement proper management.,Develop and enforce integrated land use planning at all levels.,coherent,0.9984402060508728
Promote high value commercial agriculture.,Promote and support eco and organic farming so as to maintain soil fertility,incoherent,0.99810129404068
Enforce the constitutional requirement on minimum and maximum land holding acreages and institute mechanisms for land adjustment programs., ,neutral,0.9997013211250304
"Protected areas such as habitat for endangered biodiversity, ecologically sensitive sites, national heritage, water towers, marine waters, wetlands forests and sites with fossils fuels and energy resources will not be allocated for private use or de-gazetted.",Ensure all water catchment areas are zoned and managed as protected areas and free from excision,coherent,0.9987078905105592
"Identify, map, and document all land uses in the country to be put in an inventory that is updated every 5 years for urban and 10 years for rural.", ,neutral,0.99965238571167
Develop a framework for incentives to encourage achievement of a minimum 10% forest cover at county level.,Formulate strategies to increase tree cover,coherent,0.9985941052436828
Discourage open access to grazing land among the pastoralists by promoting development of communal grazing management plans., ,neutral,0.9997197985649108
Make provision for the possibility of exclusion of cropping and overstocking on lands currently under management where public disbenefit is arising and compensate producers affected by exclusion orders that extinguish or reduce existing rights to produce on that land.,"Ensure the protection of wetlands, riverbanks, hilltops, and slopes from unsustainable practices to prevent soil erosion and environmental degradation.",coherent,0.9696201086044312
Prohibit settlement and other activities within sensitive ecological zones., ,neutral,0.999710500240326
"Identify and map each major habitat type and ensure that where more than 80% of the original extent of a particular habitat has been lost nationally that no further loss is permitted, and that restoration is undertaken to reach a minimum 20% target.",Maintain all gazetted protected areas and reclaim and restore the encroached parks and reserves for enhanced wildlife conservation.,coherent,0.9986227750778198
Prioritize land use for climate change mitigation activities., ,neutral,0.9997233748435974
Zone and protect lands appropriate for agricultural uses., ,neutral,0.9997249245643616
"Develop and implement a regulatory framework for reclamation, rehabilitation, restoration, and use of reclaimed land.", ,neutral,0.9997076392173768
Enforce application of land use guidelines on Biodiversity and Invasive Species.,"Develop and implement a strategy to contain, control and mitigate alien and invasive species.",coherent,0.99832946062088