{"id":"W4308887390","doi":"10.1038/s41893-022-00995-5","title":"Impacts of meeting minimum access on critical earth systems amidst the Great Inequality","year":2022,"lang":"en","type":"article","venue":"Nature Sustainability","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Global Change Institute, University of the Witwatersrand, Johannesburg; Swiss Federal Institute for Forest, Snow and Landscape Research; University of Ghana; Gordon and Betty Moore Foundation; Universiteit van Amsterdam; Universität Potsdam; Griffith University; International Institute for Applied Systems Analysis; Karl-Franzens-Universität Graz; Rijksuniversiteit Groningen; Porticus Foundation; University of Exeter; Radboud Universiteit; Global Environment Facility; ACT Government; Stockholms Universitet; University of Regina","keywords":"Inequality; Environmental degradation; Operationalization; Poverty; Natural resource; Redistribution (election); Natural resource economics; Sustainability; Sustainable development; Resource depletion; Environmental economics; Environmental resource management; Environmental planning; Economic growth; Business; Development economics; Geography; Environmental science; Economics; Political science; Ecology; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101701,0.0002498919,0.00024792,0.0005324947,0.001443603,0.002088872,0.0005708168,0.0008111127,0.01268118],"category_scores_gemma":[0.004000854,0.00009395721,0.0003658827,0.0004802013,0.002918915,0.002130746,0.005625796,0.001145238,0.0003827342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002352991,"about_ca_system_score_gemma":0.001116672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008467197,"about_ca_topic_score_gemma":0.007712827,"domain_scores_codex":[0.9988692,0.0003928216,0.00002397418,0.00006876561,0.0001461424,0.0004990532],"domain_scores_gemma":[0.9981328,0.0006124306,0.0003113293,0.0001529782,0.0002456796,0.0005447569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004991366,0.0003224802,0.08321832,0.0002956586,0.0001562059,0.001205003,0.00272101,0.04873697,0.006873815,0.7927995,0.01039675,0.05277514],"study_design_scores_gemma":[0.00007188854,0.0007389078,0.1550065,0.0002907215,0.0001109487,0.0006911611,0.01233217,0.04122085,0.005073225,0.7180325,0.06631527,0.0001158965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8465119,0.0005047987,0.01051997,0.01075282,0.0001704707,0.00004648984,0.0004096121,0.00006136665,0.1310226],"genre_scores_gemma":[0.9989649,0.00005812435,0.0003212714,0.0001249614,0.00001238789,0.000005462733,0.00002714146,0.000003090895,0.0004826103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268118,"threshold_uncertainty_score":0.04242277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044022748998669,"score_gpt":0.2958059952973287,"score_spread":0.285365767807342,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}