{"id":"W2885277934","doi":"10.5751/es-10182-230322","title":"Reframing the sustainable development goals to achieve sustainable development in the Anthropocene—a systems approach","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":168,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Social Science Council; Deutsche Forschungsgemeinschaft","keywords":"Cognitive reframing; Anthropocene; Sustainable development; Environmental ethics; Environmental resource management; Environmental planning; Political science; Ecology; Geography; Environmental science; Biology; Philosophy; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0194688,0.001134977,0.0009088507,0.003982529,0.004505783,0.01588165,0.00254665,0.006966745,0.005051031],"category_scores_gemma":[0.01111804,0.0005931078,0.0007527611,0.002731732,0.02119263,0.01667645,0.01358021,0.01060746,0.0008930648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01688208,"about_ca_system_score_gemma":0.02327186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250084,"about_ca_topic_score_gemma":0.02399773,"domain_scores_codex":[0.9903085,0.006336317,0.0003979696,0.0005111627,0.001627228,0.0008188421],"domain_scores_gemma":[0.9920134,0.004304999,0.0005810563,0.0005652488,0.001306592,0.001228781],"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":[0.00001849436,0.00008425003,0.001280349,0.0005700425,0.00005012299,0.0002475651,0.01247313,0.004544972,0.0005423672,0.8801501,0.03001496,0.07002352],"study_design_scores_gemma":[0.00000817582,0.00004069756,0.0007730405,0.0007568483,0.00001515448,0.00009291153,0.01104476,0.001439217,0.0003464817,0.7860606,0.1993891,0.00003299094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0179275,0.04226047,0.1005143,0.6511724,0.004048773,0.0002675662,0.0002434231,0.0002626145,0.183303],"genre_scores_gemma":[0.7709034,0.0484211,0.125374,0.03600712,0.002298169,0.0005758295,0.0002694388,0.000275254,0.01587575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0194688,"threshold_uncertainty_score":0.1224886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057211602811652,"score_gpt":0.2367204195727273,"score_spread":0.2261483035446107,"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."}}