{"id":"W2902411700","doi":"10.1017/sus.2018.12","title":"Equity and sustainability in the Anthropocene: a social–ecological systems perspective on their intertwined futures","year":2018,"lang":"en","type":"article","venue":"Global Sustainability","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":395,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Futures contract; Sustainability; Equity (law); Anthropocene; Social equality; Perspective (graphical); Environmental ethics; Intergenerational equity; Environmental resource management; Social system; Sustainable development; Sustainability science; Ecological systems theory; Sociology; Social sustainability; Ecology; Business; Environmental planning; Environmental economics; Economics; Political science; Geography; Social science; Computer science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004561746,0.0005625667,0.0007077318,0.0001095645,0.001275608,0.0003754944,0.001198681,0.0005180753,0.0001147447],"category_scores_gemma":[0.008168802,0.0003622349,0.0002550178,0.001510264,0.003791866,0.0002714598,0.001426296,0.0007608656,0.000008978548],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01172932,"about_ca_system_score_gemma":0.00114218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03415514,"about_ca_topic_score_gemma":0.006336547,"domain_scores_codex":[0.9923465,0.003054946,0.000672648,0.001340337,0.0008464098,0.001739148],"domain_scores_gemma":[0.9947103,0.0006305921,0.0001336037,0.001064198,0.003201847,0.0002594704],"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":[0.001864037,0.001539694,0.03062861,0.0003445696,0.00005778436,0.0001215875,0.004720518,0.0003747653,0.000001230395,0.9365737,0.0008859542,0.02288757],"study_design_scores_gemma":[0.0007280186,0.0008843801,0.2888712,0.000007431647,0.00001287308,0.00002111608,0.151959,0.0004542623,0.00000632406,0.5495092,0.007249672,0.0002965881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149948,0.0003419156,0.00008757322,0.03167247,0.0002728562,0.001945737,0.0000460669,0.000189697,0.05044891],"genre_scores_gemma":[0.9983767,0.00001197284,0.00000727969,0.0007869411,0.0004394458,0.0002676843,0.000009207742,0.00001671547,0.00008401375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3870645,"threshold_uncertainty_score":0.9998829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929434724529917,"score_gpt":0.3609324493675045,"score_spread":0.3416381021222054,"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."}}