{"id":"W4224816978","doi":"10.31235/osf.io/tj2d3","title":"Impacts of Meeting Minimum Access on Critical Earth Systems amidst the Great Inequality","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Porticus Foundation; Global Environment Facility; Gordon and Betty Moore Foundation","keywords":"Inequality; Redistribution (election); Operationalization; Environmental degradation; Natural resource economics; Natural resource; Sustainable development; Sustainability; Earth system science; Environmental planning; Geography; Environmental resource management; Development economics; Environmental science; Political science; Economics; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001545544,0.0003529339,0.0003409502,0.0004026241,0.001557882,0.002395084,0.0005508449,0.001058256,0.0164412],"category_scores_gemma":[0.007974493,0.0001228505,0.0004464115,0.0004778584,0.00322634,0.003910991,0.005515011,0.001352464,0.0005670048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878141,"about_ca_system_score_gemma":0.00112126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005207102,"about_ca_topic_score_gemma":0.003541002,"domain_scores_codex":[0.9987761,0.0005100969,0.00002204479,0.00009690425,0.0001767464,0.0004181195],"domain_scores_gemma":[0.9976204,0.001297086,0.0002612508,0.000217493,0.0002087229,0.0003949554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001889792,0.00006773556,0.005884985,0.0001392744,0.0000415381,0.0004052893,0.0006336495,0.02792564,0.001347916,0.9335277,0.008808841,0.02102846],"study_design_scores_gemma":[0.00003171261,0.0000966405,0.008614124,0.0001087832,0.00003330719,0.0002651931,0.002378129,0.01802736,0.001364511,0.9428524,0.02619644,0.00003139846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5259976,0.0023773,0.04095178,0.03765462,0.0006383545,0.00005732181,0.0005858316,0.0001490942,0.3915881],"genre_scores_gemma":[0.9953923,0.0004207765,0.001257278,0.0004365335,0.00006719736,0.00001352761,0.00005037599,0.00001947864,0.002342562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0164412,"threshold_uncertainty_score":0.05500126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06359062767645877,"score_gpt":0.3812006610767369,"score_spread":0.3176100334002782,"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."}}