ESG-classification-en / config.json
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{
"_name_or_path": "distilbert-base-cased",
"activation": "gelu",
"architectures": [
"DistilBertForSequenceClassification"
],
"attention_dropout": 0.1,
"dim": 768,
"dropout": 0.1,
"hidden_dim": 3072,
"id2label": {
"0": "governance_anti-corruption_and_transparency_financial_transparency_on_taxes_and_donations",
"1": "environment_climate_change_mitigation_greenhouse_gas_emissions",
"2": "governance_sustainability_and_resilience_management_life_cycle_approach",
"3": "social_labor_rights_and_working_conditions_labor_standards_in_the_supply_chain",
"4": "environment_land_use_and_landscape_soil_restoration",
"5": "environment_climate_change_adaptation_water_resource_management",
"6": "governance_sustainability_and_resilience_management_pre-existing_liabilities",
"7": "social_supply_chain_supply_chain_diversity_and_inclusion",
"8": "social_community_protection_community_engagement_and_philanthropy",
"9": "governance_management_and_oversight_financial_sustainability",
"10": "governance_management_and_oversight_board_diversity_and_independence",
"11": "governance_management_and_oversight_corporate_governance_policies",
"12": "environment_climate_change_mitigation_use_and_production_of_fossil_fuels",
"13": "environment_climate_change_mitigation_product_and_service_innovation",
"14": "social_labor_rights_and_working_conditions_diversity_and_inclusion",
"15": "governance_management_and_oversight_compliance_and_ethics_programs",
"16": "governance_management_and_oversight_ethical_business_practices",
"17": "social_socioeconomic_development_direct_employment_and_training",
"18": "governance_management_and_oversight_project_team_competency",
"19": "governance_management_and_oversight_results_orientation",
"20": "environment_climate_change_adaptation_resilience_building",
"21": "environment_climate_change_mitigation_water_consumption_intensity",
"22": "governance_stakeholder_engagement_public_grievance_and_customer_feedback_management",
"23": "environment_land_use_and_landscape_location_project_siting_and_design_in_relation_to_landscape",
"24": "environment_climate_change_adaptation_coastal_erosion_prevention",
"25": "governance_anti-corruption_and_transparency_political_contributions_and_lobbying",
"26": "social_community_protection_delivery_of_public_health_and_safety_benefits",
"27": "social_labor_rights_and_working_conditions_occupational_health_and_safety",
"28": "governance_management_and_oversight_governance_oversight",
"29": "social_human_rights_minorities_and_indigenous_people",
"30": "social_community_protection_social_license_to_operate",
"31": "social_customer_focus_and_community_involvement_provision_of_basic_infrastructure_services",
"32": "environment_climate_change_adaptation_infrastructure_adaptation",
"33": "social_labor_rights_and_working_conditions_retrenchment",
"34": "governance_sustainability_and_resilience_management_resilience_planning",
"35": "social_labor_rights_and_working_conditions_equal_representation",
"36": "social_labor_rights_and_working_conditions_fair_wages_and_access_to_employee_documentation",
"37": "governance_stakeholder_engagement_shareholder_rights",
"38": "social_labor_rights_and_working_conditions_forced_labor_and_child_labor",
"39": "environment_pollution_production_of_hazardous_waste",
"40": "social_community_protection_poverty_reduction",
"41": "social_socioeconomic_development_access_to_healthcare_and_basic_services",
"42": "environment_pollution_cumulative_impacts",
"43": "social_labor_rights_and_working_conditions_workers_in_value_chain",
"44": "environment_climate_change_mitigation_energy_consumption_intensity",
"45": "social_customer_focus_and_community_involvement_customer_service_and_support",
"46": "environment_climate_change_adaptation_drought_preparedness",
"47": "governance_management_and_oversight_public_disclosure",
"48": "environment_resource_management_sustainable_agriculture",
"49": "governance_management_and_oversight_board_quality_and_integrity",
"50": "social_supply_chain_supplier_engagement",
"51": "environment_climate_change_mitigation_carbon_footprint",
"52": "environment_pollution_emissions_of_water_pollutants",
"53": "social_customer_focus_and_community_involvement_customer_protection_and_product_responsibility",
"54": "governance_stakeholder_engagement_stakeholder_engagement_in_governance",
"55": "environment_climate_change_mitigation_renewable_energy_usage",
"56": "social_labor_rights_and_working_conditions_working_hours_and_leave",
"57": "social_socioeconomic_development_socioeconomic_development",
"58": "social_community_protection_affected_communities",
"59": "governance_anti-corruption_and_transparency_cybersecurity_and_data_privacy",
"60": "social_socioeconomic_development_human_capital_development_and_training",
"61": "social_supply_chain_supplier_audits_and_monitoring",
"62": "social_labor_rights_and_working_conditions_equal_remuneration",
"63": "environment_pollution_pest_management",
"64": "social_customer_focus_and_community_involvement_customer_relations",
"65": "environment_resource_management_responsible_sourcing_of_materials",
"66": "environment_climate_change_mitigation_circular_economy",
"67": "environment_pollution_water_pollution",
"68": "environment_pollution_air_and_soil_pollution",
"69": "social_labor_rights_and_working_conditions_anti-corruption_measures",
"70": "governance_sustainability_and_resilience_management_supply_chain",
"71": "governance_sustainability_and_resilience_management_environmental_and_social_management_systems",
"72": "environment_climate_change_adaptation_advocacy_and_policy_engagement",
"73": "social_labor_rights_and_working_conditions_discrimination",
"74": "governance_management_and_oversight_risk_management",
"75": "social_community_protection_cultural_heritage",
"76": "social_labor_rights_and_working_conditions_labor_union_relations",
"77": "social_human_rights_human_rights_in_supply_chains",
"78": "social_socioeconomic_development_employment_policy",
"79": "environment_biodiversity_and_ecosystems_invasive_alien_species",
"80": "social_labor_rights_and_working_conditions_employee_grievance_mechanism",
"81": "governance_anti-corruption_and_transparency_fair_competition",
"82": "environment_climate_change_adaptation_climate_risk_management",
"83": "environment_climate_change_mitigation_supply_chain_impact",
"84": "social_human_rights_human_rights_impact_assessments",
"85": "social_customer_focus_and_community_involvement_user_affordability",
"86": "environment_land_use_and_landscape_land_use",
"87": "governance_sustainability_and_resilience_management_emergency_response_preparedness",
"88": "social_labor_rights_and_working_conditions_working_conditions_in_the_supply_chain",
"89": "environment_climate_change_adaptation_flood_defenses",
"90": "social_human_rights_human_rights_commitment",
"91": "environment_resource_management_responsible_sourcing_of_water",
"92": "environment_pollution_noise_light_vibration_and_heat",
"93": "governance_management_and_oversight_executive_compensation",
"94": "environment_resource_management_water_efficiency",
"95": "environment_resource_management_chemical_management",
"96": "environment_biodiversity_and_ecosystems_marine_ecosystem_conservation",
"97": "social_community_protection_management_of_public_health_and_safety_risks",
"98": "environment_pollution_emissions_of_air_pollutants",
"99": "social_labor_rights_and_working_conditions_fair_labor_practices",
"100": "governance_management_and_oversight_organizational_structure_and_management",
"101": "social_supply_chain_controversial_sourcing",
"102": "governance_management_and_oversight_infrastructure_connectivity_and_integration",
"103": "governance_management_and_oversight_audit_and_internal_controls",
"104": "social_customer_focus_and_community_involvement_marketing_and_advertising_ethics",
"105": "environment_pollution_emissions_of_inorganic_pollutants",
"106": "environment_biodiversity_and_ecosystems_ecosystem_management",
"107": "environment_resource_management_waste_management",
"108": "social_socioeconomic_development_access_to_finance",
"109": "governance_management_and_oversight_board_oversight",
"110": "environment_climate_change_mitigation_heatwave_mitigation",
"111": "social_human_rights_rights_to_association_and_collective_bargaining",
"112": "governance_anti-corruption_and_transparency_anti-bribery_and_corruption_management_system",
"113": "governance_sustainability_and_resilience_management_engagement_and_participation",
"114": "environment_climate_change_mitigation_circular_supply_chains",
"115": "social_community_protection_resettlement",
"116": "governance_sustainability_and_resilience_management_stakeholder_identification_and_engagement_planning",
"117": "social_community_protection_physical_accessibility",
"118": "social_human_rights_human_rights_complaints_and_violations"
},
"initializer_range": 0.02,
"label2id": {
"environment_biodiversity_and_ecosystems_ecosystem_management": 106,
"environment_biodiversity_and_ecosystems_invasive_alien_species": 79,
"environment_biodiversity_and_ecosystems_marine_ecosystem_conservation": 96,
"environment_climate_change_adaptation_advocacy_and_policy_engagement": 72,
"environment_climate_change_adaptation_climate_risk_management": 82,
"environment_climate_change_adaptation_coastal_erosion_prevention": 24,
"environment_climate_change_adaptation_drought_preparedness": 46,
"environment_climate_change_adaptation_flood_defenses": 89,
"environment_climate_change_adaptation_infrastructure_adaptation": 32,
"environment_climate_change_adaptation_resilience_building": 20,
"environment_climate_change_adaptation_water_resource_management": 5,
"environment_climate_change_mitigation_carbon_footprint": 51,
"environment_climate_change_mitigation_circular_economy": 66,
"environment_climate_change_mitigation_circular_supply_chains": 114,
"environment_climate_change_mitigation_energy_consumption_intensity": 44,
"environment_climate_change_mitigation_greenhouse_gas_emissions": 1,
"environment_climate_change_mitigation_heatwave_mitigation": 110,
"environment_climate_change_mitigation_product_and_service_innovation": 13,
"environment_climate_change_mitigation_renewable_energy_usage": 55,
"environment_climate_change_mitigation_supply_chain_impact": 83,
"environment_climate_change_mitigation_use_and_production_of_fossil_fuels": 12,
"environment_climate_change_mitigation_water_consumption_intensity": 21,
"environment_land_use_and_landscape_land_use": 86,
"environment_land_use_and_landscape_location_project_siting_and_design_in_relation_to_landscape": 23,
"environment_land_use_and_landscape_soil_restoration": 4,
"environment_pollution_air_and_soil_pollution": 68,
"environment_pollution_cumulative_impacts": 42,
"environment_pollution_emissions_of_air_pollutants": 98,
"environment_pollution_emissions_of_inorganic_pollutants": 105,
"environment_pollution_emissions_of_water_pollutants": 52,
"environment_pollution_noise_light_vibration_and_heat": 92,
"environment_pollution_pest_management": 63,
"environment_pollution_production_of_hazardous_waste": 39,
"environment_pollution_water_pollution": 67,
"environment_resource_management_chemical_management": 95,
"environment_resource_management_responsible_sourcing_of_materials": 65,
"environment_resource_management_responsible_sourcing_of_water": 91,
"environment_resource_management_sustainable_agriculture": 48,
"environment_resource_management_waste_management": 107,
"environment_resource_management_water_efficiency": 94,
"governance_anti-corruption_and_transparency_anti-bribery_and_corruption_management_system": 112,
"governance_anti-corruption_and_transparency_cybersecurity_and_data_privacy": 59,
"governance_anti-corruption_and_transparency_fair_competition": 81,
"governance_anti-corruption_and_transparency_financial_transparency_on_taxes_and_donations": 0,
"governance_anti-corruption_and_transparency_political_contributions_and_lobbying": 25,
"governance_management_and_oversight_audit_and_internal_controls": 103,
"governance_management_and_oversight_board_diversity_and_independence": 10,
"governance_management_and_oversight_board_oversight": 109,
"governance_management_and_oversight_board_quality_and_integrity": 49,
"governance_management_and_oversight_compliance_and_ethics_programs": 15,
"governance_management_and_oversight_corporate_governance_policies": 11,
"governance_management_and_oversight_ethical_business_practices": 16,
"governance_management_and_oversight_executive_compensation": 93,
"governance_management_and_oversight_financial_sustainability": 9,
"governance_management_and_oversight_governance_oversight": 28,
"governance_management_and_oversight_infrastructure_connectivity_and_integration": 102,
"governance_management_and_oversight_organizational_structure_and_management": 100,
"governance_management_and_oversight_project_team_competency": 18,
"governance_management_and_oversight_public_disclosure": 47,
"governance_management_and_oversight_results_orientation": 19,
"governance_management_and_oversight_risk_management": 74,
"governance_stakeholder_engagement_public_grievance_and_customer_feedback_management": 22,
"governance_stakeholder_engagement_shareholder_rights": 37,
"governance_stakeholder_engagement_stakeholder_engagement_in_governance": 54,
"governance_sustainability_and_resilience_management_emergency_response_preparedness": 87,
"governance_sustainability_and_resilience_management_engagement_and_participation": 113,
"governance_sustainability_and_resilience_management_environmental_and_social_management_systems": 71,
"governance_sustainability_and_resilience_management_life_cycle_approach": 2,
"governance_sustainability_and_resilience_management_pre-existing_liabilities": 6,
"governance_sustainability_and_resilience_management_resilience_planning": 34,
"governance_sustainability_and_resilience_management_stakeholder_identification_and_engagement_planning": 116,
"governance_sustainability_and_resilience_management_supply_chain": 70,
"social_community_protection_affected_communities": 58,
"social_community_protection_community_engagement_and_philanthropy": 8,
"social_community_protection_cultural_heritage": 75,
"social_community_protection_delivery_of_public_health_and_safety_benefits": 26,
"social_community_protection_management_of_public_health_and_safety_risks": 97,
"social_community_protection_physical_accessibility": 117,
"social_community_protection_poverty_reduction": 40,
"social_community_protection_resettlement": 115,
"social_community_protection_social_license_to_operate": 30,
"social_customer_focus_and_community_involvement_customer_protection_and_product_responsibility": 53,
"social_customer_focus_and_community_involvement_customer_relations": 64,
"social_customer_focus_and_community_involvement_customer_service_and_support": 45,
"social_customer_focus_and_community_involvement_marketing_and_advertising_ethics": 104,
"social_customer_focus_and_community_involvement_provision_of_basic_infrastructure_services": 31,
"social_customer_focus_and_community_involvement_user_affordability": 85,
"social_human_rights_human_rights_commitment": 90,
"social_human_rights_human_rights_complaints_and_violations": 118,
"social_human_rights_human_rights_impact_assessments": 84,
"social_human_rights_human_rights_in_supply_chains": 77,
"social_human_rights_minorities_and_indigenous_people": 29,
"social_human_rights_rights_to_association_and_collective_bargaining": 111,
"social_labor_rights_and_working_conditions_anti-corruption_measures": 69,
"social_labor_rights_and_working_conditions_discrimination": 73,
"social_labor_rights_and_working_conditions_diversity_and_inclusion": 14,
"social_labor_rights_and_working_conditions_employee_grievance_mechanism": 80,
"social_labor_rights_and_working_conditions_equal_remuneration": 62,
"social_labor_rights_and_working_conditions_equal_representation": 35,
"social_labor_rights_and_working_conditions_fair_labor_practices": 99,
"social_labor_rights_and_working_conditions_fair_wages_and_access_to_employee_documentation": 36,
"social_labor_rights_and_working_conditions_forced_labor_and_child_labor": 38,
"social_labor_rights_and_working_conditions_labor_standards_in_the_supply_chain": 3,
"social_labor_rights_and_working_conditions_labor_union_relations": 76,
"social_labor_rights_and_working_conditions_occupational_health_and_safety": 27,
"social_labor_rights_and_working_conditions_retrenchment": 33,
"social_labor_rights_and_working_conditions_workers_in_value_chain": 43,
"social_labor_rights_and_working_conditions_working_conditions_in_the_supply_chain": 88,
"social_labor_rights_and_working_conditions_working_hours_and_leave": 56,
"social_socioeconomic_development_access_to_finance": 108,
"social_socioeconomic_development_access_to_healthcare_and_basic_services": 41,
"social_socioeconomic_development_direct_employment_and_training": 17,
"social_socioeconomic_development_employment_policy": 78,
"social_socioeconomic_development_human_capital_development_and_training": 60,
"social_socioeconomic_development_socioeconomic_development": 57,
"social_supply_chain_controversial_sourcing": 101,
"social_supply_chain_supplier_audits_and_monitoring": 61,
"social_supply_chain_supplier_engagement": 50,
"social_supply_chain_supply_chain_diversity_and_inclusion": 7
},
"max_position_embeddings": 512,
"model_type": "distilbert",
"n_heads": 12,
"n_layers": 6,
"output_past": true,
"pad_token_id": 0,
"problem_type": "single_label_classification",
"qa_dropout": 0.1,
"seq_classif_dropout": 0.2,
"sinusoidal_pos_embds": false,
"tie_weights_": true,
"torch_dtype": "float32",
"transformers_version": "4.39.0",
"vocab_size": 28996
}