{"id":"W4388941920","doi":"10.1007/978-981-99-7687-4_9","title":"Conclusion: Advancing Ecological Civilization and Sustainable Development","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Institute for Sustainable Development","funders":"","keywords":"Sustainable development; Ecological civilization; Civilization; Environmental ethics; Transformation (genetics); Political science; Environmental planning; Geography; Ecology; Philosophy; Biology; China; Law","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":[0.0009501469,0.0005589421,0.000229473,0.0004565347,0.001367648,0.004287481,0.001004855,0.003919151,0.04798465],"category_scores_gemma":[0.002010596,0.0001394126,0.0003014314,0.0006749253,0.001698767,0.003829339,0.001818341,0.006093823,0.0254518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972611,"about_ca_system_score_gemma":0.002577581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006872254,"about_ca_topic_score_gemma":0.01008186,"domain_scores_codex":[0.9994529,0.0001169427,0.00001647856,0.00007931136,0.0002588598,0.0000755461],"domain_scores_gemma":[0.9992046,0.0002266232,0.00002632491,0.00003203025,0.0003882617,0.0001221834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008999337,0.000009467542,0.00004398499,0.0001126324,0.000002054582,0.00002920823,0.0001810208,0.00008342428,0.0001161476,0.1024495,0.8810287,0.01593479],"study_design_scores_gemma":[0.000004138771,0.000004339406,0.00008813256,0.0001500808,0.000001840693,0.00003318058,0.000240388,0.00005656925,0.0001376269,0.03281995,0.9664601,0.000003584973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0008914522,0.02171811,0.004152414,0.4796157,0.03431193,0.00007265423,0.0004449167,0.000230627,0.4585622],"genre_scores_gemma":[0.01662436,0.01271897,0.003168295,0.156329,0.005521114,0.00008599454,0.0003791217,0.000157716,0.8050154],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04798465,"threshold_uncertainty_score":0.1605247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009927433060959324,"score_gpt":0.2082484010756988,"score_spread":0.1983209680147394,"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."}}